\r\n\tCongenital hearing loss means hearing loss that is present at birth. I have managed children with hearing loss for many years, and the most touching thing is the light that blooms on the face while the hearing-impaired child heard his mother's voice at first time. The scene of "happy tears" impressed me so much. To hear the voice that has not been heard is so pleasant, as if this ordinary listening experience is a supreme listening enjoyment.
\r\n
\r\n\tAge-related hearing loss means a progressive loss of ability to hear high frequencies with aging, also known as presbycusis. Among them are the influence of internal and external factors such as genes, drugs and noise exposure. The studies pointed out that the brain stimulation of the hearing-impaired person is greatly reduced compared with subjects with normal hearing. The connection of auditory cortex and other brain areas has declined a lot, which is probably one of the important causes of dementia or even depression in the elderly.
\r\n
\r\n\tNoise-induced hearing loss is hearing impairment resulting from exposure to loud sound. There is actually continuous and endless noise in many workplaces, which may cause chronic and cumulative damage. Some young people often work hard but easily neglect to protect themselves. In addition, in recent years, entertainment noise (such as nightclubs, concerts, and personal listening devices) has caused hearing impairment in young people. These should be avoidable and preventable.
\r\n
\r\n\tHearing Science is the study of impaired auditory perception, the technologies and other rehabilitation strategies for persons with hearing loss. Public health has been defined as "the science and art of preventing disease", improving quality of life through organized efforts. To avoid the “epidemic” of hearing loss, it is necessary to promote early screening, use hearing protection, and change public attitudes toward noise.
\r\n
\r\n\tBased on these concepts, the book incorporates updated developments as well as future perspectives in the ever-expanding field of hearing loss. Besides, it is also a great reference for audiologists, otolaryngologists, neurologists, specialists in public health, basic and clinical researchers.
",isbn:"978-1-83968-678-8",printIsbn:"978-1-83968-677-1",pdfIsbn:"978-1-83968-679-5",doi:null,price:0,priceEur:0,priceUsd:0,slug:null,numberOfPages:0,isOpenForSubmission:!1,hash:"a4b7dbb02ba00e7412422cd5dbffa029",bookSignature:"Dr. Tang-Chuan Wang",publishedDate:null,coverURL:"https://cdn.intechopen.com/books/images_new/10529.jpg",keywords:"Hidden Hearing Loss, Plasticity, Electrophysiology, Otoacoustic Emission, Newborn Hearing Screening, Genetics, Aging, Hearing Aids, Noise Exposure, Occupational Hearing Loss, Epidemiology, Prevention",numberOfDownloads:19,numberOfWosCitations:0,numberOfCrossrefCitations:0,numberOfDimensionsCitations:0,numberOfTotalCitations:0,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"September 3rd 2020",dateEndSecondStepPublish:"October 1st 2020",dateEndThirdStepPublish:"November 30th 2020",dateEndFourthStepPublish:"February 18th 2021",dateEndFifthStepPublish:"April 19th 2021",remainingDaysToSecondStep:"5 months",secondStepPassed:!0,currentStepOfPublishingProcess:5,editedByType:null,kuFlag:!1,biosketch:"Dr. Tang-Chuan Wang is an excellent otolaryngologist-head and neck surgeon in Taiwan; a research scholar of Harvard Medical School and University of Iowa Hospitals. He worked in the Hospital of the University of Pennsylvania, Boston Children's Hospital, and Massachusetts Eye and Ear. Due to his contribution to biomedical engineering, he was invited into the executive committee of HIWIN-CMU Joint R & D Center in Taiwan.",coeditorOneBiosketch:null,coeditorTwoBiosketch:null,coeditorThreeBiosketch:null,coeditorFourBiosketch:null,coeditorFiveBiosketch:null,editors:[{id:"201262",title:"Dr.",name:"Tang-Chuan",middleName:null,surname:"Wang",slug:"tang-chuan-wang",fullName:"Tang-Chuan Wang",profilePictureURL:"https://mts.intechopen.com/storage/users/201262/images/system/201262.gif",biography:'Dr. Tang-Chuan Wang is an excellent otolaryngologist – head and neck surgeon in Taiwan. He is also a research scholar of Harvard Medical School and University of Iowa Hospitals. During his substantial experience, he worked in Hospital of the University of Pennsylvania, Boston Children\'s Hospital and Massachusetts Eye and Ear. Besides, he is not only working hard on clinical & basic medicine but also launching out into public health in Taiwan. In recent years, he devotes himself to innovation. He always says that "in theoretical or practical aspects, no innovation is a step backward". Due to his contribution to biomedical engineering, he was invited into executive committee of HIWIN-CMU Joint R & D Center in Taiwan.',institutionString:"China Medical University Hospital",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"2",totalChapterViews:"0",totalEditedBooks:"2",institution:{name:"China Medical University Hospital",institutionURL:null,country:{name:"Taiwan"}}}],coeditorOne:null,coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"16",title:"Medicine",slug:"medicine"}],chapters:[{id:"75383",title:"Noise Induced Hearing Loss: A Case Study from a Speech-Language Pathologist’s Perspective",slug:"noise-induced-hearing-loss-a-case-study-from-a-speech-language-pathologist-s-perspective",totalDownloads:2,totalCrossrefCites:0,authors:[{id:"201179",title:"Prof.",name:"Alejandro",surname:"Brice",slug:"alejandro-brice",fullName:"Alejandro Brice"}]},{id:"75066",title:"Noise Exposure",slug:"noise-exposure",totalDownloads:17,totalCrossrefCites:0,authors:[null]}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},personalPublishingAssistant:{id:"252211",firstName:"Sara",lastName:"Debeuc",middleName:null,title:"Ms.",imageUrl:"https://mts.intechopen.com/storage/users/252211/images/7239_n.png",email:"sara.d@intechopen.com",biography:"As an Author Service Manager my responsibilities include monitoring and facilitating all publishing activities for authors and editors. From chapter submission and review, to approval and revision, copyediting and design, until final publication, I work closely with authors and editors to ensure a simple and easy publishing process. I maintain constant and effective communication with authors, editors and reviewers, which allows for a level of personal support that enables contributors to fully commit and concentrate on the chapters they are writing, editing, or reviewing. I assist authors in the preparation of their full chapter submissions and track important deadlines and ensure they are met. I help to coordinate internal processes such as linguistic review, and monitor the technical aspects of the process. As an ASM I am also involved in the acquisition of editors. Whether that be identifying an exceptional author and proposing an editorship collaboration, or contacting researchers who would like the opportunity to work with IntechOpen, I establish and help manage author and editor acquisition and contact."}},relatedBooks:[{type:"book",id:"7245",title:"Challenging Issues on Paranasal Sinuses",subtitle:null,isOpenForSubmission:!1,hash:"67a331ebb2dd2b8f73228fa4daa7382f",slug:"challenging-issues-on-paranasal-sinuses",bookSignature:"Tang-Chuan Wang",coverURL:"https://cdn.intechopen.com/books/images_new/7245.jpg",editedByType:"Edited by",editors:[{id:"201262",title:"Dr.",name:"Tang-Chuan",surname:"Wang",slug:"tang-chuan-wang",fullName:"Tang-Chuan Wang"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"7461",title:"Management of Tinnitus",subtitle:"The Enriching Views of Treatment Options",isOpenForSubmission:!1,hash:"9626e5a89247b934de503a3d08752e14",slug:"management-of-tinnitus-the-enriching-views-of-treatment-options",bookSignature:"Tang-Chuan Wang",coverURL:"https://cdn.intechopen.com/books/images_new/7461.jpg",editedByType:"Edited by",editors:[{id:"201262",title:"Dr.",name:"Tang-Chuan",surname:"Wang",slug:"tang-chuan-wang",fullName:"Tang-Chuan Wang"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"6550",title:"Cohort Studies in Health Sciences",subtitle:null,isOpenForSubmission:!1,hash:"01df5aba4fff1a84b37a2fdafa809660",slug:"cohort-studies-in-health-sciences",bookSignature:"R. Mauricio Barría",coverURL:"https://cdn.intechopen.com/books/images_new/6550.jpg",editedByType:"Edited by",editors:[{id:"88861",title:"Dr.",name:"R. Mauricio",surname:"Barría",slug:"r.-mauricio-barria",fullName:"R. Mauricio Barría"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"1591",title:"Infrared Spectroscopy",subtitle:"Materials Science, Engineering and Technology",isOpenForSubmission:!1,hash:"99b4b7b71a8caeb693ed762b40b017f4",slug:"infrared-spectroscopy-materials-science-engineering-and-technology",bookSignature:"Theophile Theophanides",coverURL:"https://cdn.intechopen.com/books/images_new/1591.jpg",editedByType:"Edited by",editors:[{id:"37194",title:"Dr.",name:"Theophanides",surname:"Theophile",slug:"theophanides-theophile",fullName:"Theophanides Theophile"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3161",title:"Frontiers in Guided Wave Optics and Optoelectronics",subtitle:null,isOpenForSubmission:!1,hash:"deb44e9c99f82bbce1083abea743146c",slug:"frontiers-in-guided-wave-optics-and-optoelectronics",bookSignature:"Bishnu Pal",coverURL:"https://cdn.intechopen.com/books/images_new/3161.jpg",editedByType:"Edited by",editors:[{id:"4782",title:"Prof.",name:"Bishnu",surname:"Pal",slug:"bishnu-pal",fullName:"Bishnu Pal"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3092",title:"Anopheles mosquitoes",subtitle:"New insights into malaria vectors",isOpenForSubmission:!1,hash:"c9e622485316d5e296288bf24d2b0d64",slug:"anopheles-mosquitoes-new-insights-into-malaria-vectors",bookSignature:"Sylvie Manguin",coverURL:"https://cdn.intechopen.com/books/images_new/3092.jpg",editedByType:"Edited by",editors:[{id:"50017",title:"Prof.",name:"Sylvie",surname:"Manguin",slug:"sylvie-manguin",fullName:"Sylvie Manguin"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"371",title:"Abiotic Stress in Plants",subtitle:"Mechanisms and Adaptations",isOpenForSubmission:!1,hash:"588466f487e307619849d72389178a74",slug:"abiotic-stress-in-plants-mechanisms-and-adaptations",bookSignature:"Arun Shanker and B. Venkateswarlu",coverURL:"https://cdn.intechopen.com/books/images_new/371.jpg",editedByType:"Edited by",editors:[{id:"58592",title:"Dr.",name:"Arun",surname:"Shanker",slug:"arun-shanker",fullName:"Arun Shanker"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"72",title:"Ionic Liquids",subtitle:"Theory, Properties, New Approaches",isOpenForSubmission:!1,hash:"d94ffa3cfa10505e3b1d676d46fcd3f5",slug:"ionic-liquids-theory-properties-new-approaches",bookSignature:"Alexander Kokorin",coverURL:"https://cdn.intechopen.com/books/images_new/72.jpg",editedByType:"Edited by",editors:[{id:"19816",title:"Prof.",name:"Alexander",surname:"Kokorin",slug:"alexander-kokorin",fullName:"Alexander Kokorin"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"314",title:"Regenerative Medicine and Tissue Engineering",subtitle:"Cells and Biomaterials",isOpenForSubmission:!1,hash:"bb67e80e480c86bb8315458012d65686",slug:"regenerative-medicine-and-tissue-engineering-cells-and-biomaterials",bookSignature:"Daniel Eberli",coverURL:"https://cdn.intechopen.com/books/images_new/314.jpg",editedByType:"Edited by",editors:[{id:"6495",title:"Dr.",name:"Daniel",surname:"Eberli",slug:"daniel-eberli",fullName:"Daniel Eberli"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"57",title:"Physics and Applications of Graphene",subtitle:"Experiments",isOpenForSubmission:!1,hash:"0e6622a71cf4f02f45bfdd5691e1189a",slug:"physics-and-applications-of-graphene-experiments",bookSignature:"Sergey Mikhailov",coverURL:"https://cdn.intechopen.com/books/images_new/57.jpg",editedByType:"Edited by",editors:[{id:"16042",title:"Dr.",name:"Sergey",surname:"Mikhailov",slug:"sergey-mikhailov",fullName:"Sergey Mikhailov"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}]},chapter:{item:{type:"chapter",id:"70747",title:"Computing the Global Irradiation over the Plane of Photovoltaic Arrays: A Step-by-Step Methodology",doi:"10.5772/intechopen.90827",slug:"computing-the-global-irradiation-over-the-plane-of-photovoltaic-arrays-a-step-by-step-methodology",body:'
1. Introduction
Renewable energy resources have become a promissory alternative to overcome the problems related to high pollution and limited sources of conventional energy. So, the analysis of energy resources and their economic feasibility is a concern topic for researchers around the world [1, 2, 3, 4]. In this context, photovoltaic power plants have become one of the most important renewable sources of energy that have rapidly spread in the last decade. However, the assessment of the solar resource is not a topic usually approached by engineers and researchers due to the complexity in the process of computing the data, being extensive when the global horizontal irradiation is processed to obtain the global tilde irradiation. Therefore, this book chapter provides a step-by-step methodology for computing the global irradiation over the plane of photovoltaic arrays.
The quality of solar resource data is critical for economic and technical assessment of solar power installation. Understanding uncertainty and managing weather-related risk are essential for successful planning and operating of solar electricity assets. High-quality solar resource and meteorological data can be obtained by two approaches: high-accuracy instruments installed at a meteorological station and complex solar meteorological models, which are validated using high-quality ground instruments [5].
The input information available for PV designers is usually restricted to the 12-monthly mean values of global horizontal irradiation (GHI) and average temperature, which characterize solar climate of locations. However, the global irradiation over the plane of the PV array is necessary to calculate the energy production of a photovoltaic system.
The assessment of radiation arriving on an inclined surface, using global horizontal data as input, raises two main problems; first, to separate the GHI into their direct and diffuse components (decomposition) and, second, from them, to estimate the radiation components falling on an inclined surface (transposition) [6]. To solve these problems, it is important to describe in detail parameters such as declination angle, solar hour angle, solar zenith, solar altitude, solar azimuth, angle of incidence, solar constant, extraterrestrial irradiance over the horizontal surface, clearness index, and diffuse fraction index [6, 7, 8].
As regards decomposition models, in Ref. [9], authors reviewed and compared four decomposition models for monthly average of horizontal daily irradiation: a linear relationship proposed by Page [10], two polynomial equations defined by the authors of Refs. [11, 12], and a local correlation proposed by Macagnan et al. [13]. The authors of Ref. [9] stand out for the Page decomposition model of Ref. [10] in combination with the Perez transposition model [13] as a good performance combination used for passing from global horizontal irradiation to effective in-plane irradiance when it is started from monthly average of daily irradiation values. After applying the decomposition models, direct, diffuse, and albedo components of irradiation can be obtained.
For obtaining radiation components falling on an inclined surface, geometric considerations can be taken into account [9]. In Ref. [9], eight transposition models were reviewed, obtaining the best results using the Perez model [13]. Similar results were obtained in Ref. [14], where four transposition models were compared and validated with two-year data measured at site, and Liu and Jordan isotropic sky model is used in this book chapter due to its simplicity of implementation and good results reported in Ref. [15].
This book chapter describes in detail a methodology to determine the global irradiation over the plane of photovoltaic arrays. The chapter is organized as follows: Section 2 contains the proposed methodology, Section 3 includes experimental results that include data processing, and Section 4 presents the conclusions.
2. Proposed methodology
The proposed methodology includes the data processing and also the definitions to understand it. Therefore, some basic definitions are presented below:
2.1 Declination angle (δ)
It is the angle between the equatorial plane and a straight line drawn between the center of the Earth and the center of the sun. It may be considered as approximately constant over the course of any day. It can be calculated using Eq. (1), where dn is the day number counted from the beginning of the year [7].
δ=23.45°×sin360×dn+284365E1
2.2 Solar hour angle (ω)
It is the difference between noon and the selected moment of the day in terms of a 360° rotation in 24 h. ω is equal to 0 at midday of each day, and it is counted as negative in the morning and positive in the afternoon. The solar hour angle is given as:
ω=15×Tsolarh−12E2
Tsolarh=Tlocalh+4Lst−Lloc+EoT60E3
EoTmin=9.87sin2B−7.53cosB−1.5sinBE4
Bn=360365dn−81E5
Lst=15×ΔTgmtE6
where Tsolar and Tlocal are the solar time and the local clock time, respectively. Lst and Lloc are the standard meridian for the local time zone and the longitude of the location (east positive and west negative). ΔTgmt is the local time zone (e.g., Bogotá, −5). EoT stands for equation of time, which is the time difference between the apparent solar time for people and the real mean solar time, and takes into account the perturbation of the earth’s rotation [7].
2.3 Solar zenith (θzs) and solar altitude (γs)
Solar zenith is the angle between the vertical and the incident solar beam, and it can also be described as the angle of incidence of beam radiation on a horizontal surface [6]. The complement of the zenith angle is called the solar altitude, γs. These angles can be calculated using Eq. (7) and are function of the declination angle (δ), the latitude (ϕ) (north positive and south negative), and the true solar time (ω).
cosθzs=sinδsinϕ+cosδcosδcosω=sinγsE7
γs=90−θzsE8
Eq. (7) can be used to find the sunrise angle (ωs) since at sunrise γs=0, hence.
ωs=−cos−1−tanδtanϕE9
In accordance with the sign convention, ωs is always negative. The sunset angle is equal to −ωs, and the length of the day is equal to:
Tdhour=2×absωs15°E10
2.4 Solar azimuth (ψs)
It is the angle between the meridians of the locations and the sun. It can also be described as the angular displacement from noon to the projection of beam radiation on the horizontal plane. The solar azimuth is given by:
cosψs=sinγs×sinϕ−sinδcosγscosϕE11
In the Northern Hemisphere, true solar is the reference of the system, and it is defined as positive toward the west, that is, in the evening, and negative toward the east, that is, in the morning [6]. In Figure 1, the solar zenith, solar altitude, and solar azimuth are described.
Figure 1.
Position of the sun relative to a fixed point on the earth defining the solar azimuth (ψs), the solar zenith (θzs), and the solar altitude (γs).
2.5 Angle of incidence (θi)
Most practical applications require the position of the sun relative to an inclined plane to be determined. The angle of solar incidence between the sun’s rays and the normal to the surface is given by:
where β is the tilt of the inclined plane (the angle formed with the horizontal), and α is the surface azimuth angle conventionally measured clockwise from the south (See Figure 2) [8]. The sign∅ function is 1 when the latitude is greater than 0 and is −1 otherwise.
Figure 2.
Definition of angles used as coordinates for an element of sky radiation to an inclined plane of tilt β and oriented to α.
2.6 Solar constant (B0)
It is the amount of solar radiation received at the top of the atmosphere on a normal plane at the mean Earth-sun distance [6]. A good approximation of this value is:
B0=1367W/m2E13
Extraterrestrial irradiance over the horizontal surface (B00): Extraterrestrial radiation over a horizontal surface varies over the day, and it is given by:
B00=B0×1+0.033cos360365dncosθzsE14
If Eq. (14) is integrated over the day, the following expression is obtained:
Hence, average daily extraterrestrial irradiation in a month over a surface is obtained by:
B0dm0=1dn2−dn1+1∑dn1dn2B0d0E16
The value calculated in Eq. (16) is used to estimate the clearness index (KTm) [2].
2.7 Clearness index (KTm)
It is the relation between the solar radiation at the Earth’s surface and the extraterrestrial radiation over the horizontal plane. The clearness index KTm for each month is given by:
KTm=Gdm0B0dm0E17
where Gdm0 is the average daily horizontal global irradiation of a month, which is usually an input value [6].
2.8 Diffuse fraction index (Kd)
It is the relation between the diffuse radiation over the horizontal plane and the global radiation over the horizontal plane. This index is widely used on decomposition models to separate the global radiation into its direct and diffuse components.
Kdm=Ddm0Gdm0E18
The modeling process for calculating the effective in-plane hourly irradiation when starting from monthly average of horizontal daily irradiation and using monthly average daily irradiance profiles is shown in Figure 3 [9].
Figure 3.
Calculation of daily irradiation on an inclined surface.
The daily irradiance profile can be defined in terms of irradiance divided by daily irradiation and on assuming that the profile of the extraterrestrial horizontal solar radiation translates directly into the profile of the diffuse component while an empirical correction is needed for global radiation [11]. The following equations describe the model to calculate the daily irradiance profile starting from daily average monthly values:
G0=r′G×Gdm0E19
D0=r′D×Ddm0E20
B0=G0−D0E21
with
r′D=B00B0d0=πT×cosω−cosωsπ180×ωs×cosωs−sinωsE22
r′G=r′D×a+b×cosωE23
a=0.409−0.5016×sinωs+60E24
b=0.6609+0.4767×sinωs+60E25
where ω and ωs are expressed in degrees, and T is the day length, usually expressed in hours (24 h). The unit of indexes rD and rG is T−1, and they can be used to calculate irradiation during short periods centered on the considered instant ω. Subscripts “d” and “m” refer to the daily and monthly average of daily values, respectively.
The diffuse component of the average daily irradiation, Ddm0, is derived from a decomposition model consisting of an empirical relationship between the clearness index, KTm, and the diffuse fraction, Kdm. In Ref. [9], the authors review and compare four decomposition models for monthly average of horizontal daily irradiation: a linear relationship proposed by Page [10], two polynomial equations defined by the authors of Refs. [11, 12], and a local correlation proposed by Macagnan et al. [13]. The authors stand out the Page decomposition model in combination with the Perez transposition model [13] as a good performance combination used for passing from global horizontal irradiation to effective in-plane irradiance when it is started from monthly average of daily irradiation values.
The decomposition model proposed by Page consists of a linear equation that correlated the diffuse fraction index and the clearness index using data from locations situated between 40°N and 40°S, and it is given by:
Kdm=1−1.13KTmE26
Once the global horizontal irradiance is separated into direct and diffuse components and the daily irradiance profile is obtained, it is necessary to calculate the effective irradiance on the plane of the array. The irradiance over the plane with a tilt β, in degrees, and oriented to angle α, conventionally measured clockwise from the south, can be obtained by:
Gβα=Bβα+Dβα+ALβαE27
where G, B, D, and AL represent global, direct, diffuse, and albedo components, respectively. The irradiance components over the plane are given by:
Bβα=B0×rBE28
Dβα=D0×rDE29
ALβα=G0×rALE30
The beam transposition factor is calculated straightforward from simple geometric considerations [9]:
rB=max0cosθicosθzsE31
Assuming isotropic albedo radiation, the corresponding transposition factor is given by:
rAL=ρ1−cosβ2E32
where ρ is the ground reflection factor. The albedo radiation is scarcely relevant and rarely measured. A general reflection value of 0.2 is considered since this is extendedly used on practice [9].
The diffuse transposition factor depends on the assumption made for the sky radiance distribution. In Ref. [9], eight transposition models are reviewed, obtaining the best results using the Perez model. Similar results are obtained in Ref. [14], where four transposition models are compared and validated with two-year data measured at site, and the most accurate results were obtained by the Hay and Davies transposition model and the Perez transposition model. In this work, the Liu and Jordan isotropic sky model is used due to its simplicity of implementation and good results as reported in Ref. [15].
In the transposition model proposed by Liu and Jordan, the diffuse radiation is given by an isotropic component coming from the entire celestial hemisphere. The diffuse transposition factor is given by:
rD=1+cosβ2E33
In summary, the global irradiation over the tilted plane is calculated by:
Gβα=B0×rB+D0×rD+G0×rALE34
3. Experimental results: Data processing
Santa Cruz del Islote in Colombia was used as a location for the case study. Data that consist on the monthly average daily global horizontal irradiance (Gdm) and the monthly average ambient temperature (Tamb,m) were provided by Solargis through its pvPlanner platform, see Table 1.
A MATLAB routine was used to compute the monthly global irradiance over the horizontal and over the plane. Results were also compared with the data that can be processed from Solargis, and Table 2 shows the results obtained. Comparison shows that the results are good enough for the purpose of this work.
Global horizontal irradiation (kWh/m2) Solargis
Global horizontal irradiation (kWh/m2) calculated
Dev (%)
Global tilted irradiation (kWh/m2) Solargis
Global tilted irradiation (kWh/m2) calculated
Dev (%)
January
183.6
182.0
−0.88%
201.9
198.6
−1.65%
February
175.6
174.2
−0.81%
186.9
184.3
−1.41%
March
194.3
193.0
−0.68%
198.5
196.2
−1.14%
April
177.2
176.1
−0.65%
175
172.9
−1.17%
May
166.4
165.2
−0.70%
160.1
158.8
−0.83%
June
161.9
160.8
−0.71%
153.6
152.6
−0.65%
July
173.2
172.0
−0.69%
165.3
163.9
−0.84%
August
171.7
170.6
−0.65%
167.8
166.1
−1.03%
September
160.9
159.8
−0.70%
162
160.1
−1.17%
October
155.8
154.4
−0.91%
162.4
159.5
−1.79%
November
149.1
147.7
−0.96%
160.5
157.1
−2.13%
December
161.2
159.7
−0.93%
177.8
174.1
−2.09%
Year
2030.9
2015.3
−0.77%
2071.8
2044.1
−1.34%
Table 2.
Global horizontal and tilted irradiations.
In Figure 4, it is shown the daily global profile on the horizontal and on the tilted plane for the first 4 days of the year calculated for the selected location. As expected, global tilde irradiation is higher than the global horizontal irradiation.
Figure 4.
Daily global irradiation calculated for “Islote de Santa Cruz.”
4. Conclusions
This book chapter presented a methodology that describes in detail the data processing to obtain the global irradiation over the plane of photovoltaic arrays. The methodology includes definitions and equations necessary to perform the processing of the data. The following parameters were described and along with their equations: declination angle, solar hour angle, solar zenith, solar altitude, solar azimuth, angle of incidence, solar constant, extraterrestrial irradiance over the horizontal surface, clearness index, and diffuse fraction index.
The obtention of the global irradiance over a tilde plane requires decomposition models, which provide direct, diffuse, and albedo components of irradiation. This book chapter provides global horizontal irradiation to effective in-plane irradiance when it is started from monthly average of daily irradiation values.
This book chapter is extensive in the use of geometric considerations. This is due to the fact that input data are global horizontal irradiation and average temperature, while output data are the global irradiation over a tilde PV plane. Therefore, equations and schemes were provided for facilitating the explanation.
Acknowledgments
The authors gratefully acknowledge the financial support provided by the Colombia Scientific Program within the framework of the call “Ecosistema Científico” (Contract No. FP44842-218-2018). The authors also want to thank the “Programa de Sostenibilidad de la UdeA.”
\n',keywords:"global horizontal irradiation (GHI), photovoltaic (PV), energy production, solar resource, data processing",chapterPDFUrl:"https://cdn.intechopen.com/pdfs/70747.pdf",chapterXML:"https://mts.intechopen.com/source/xml/70747.xml",downloadPdfUrl:"/chapter/pdf-download/70747",previewPdfUrl:"/chapter/pdf-preview/70747",totalDownloads:311,totalViews:0,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,dateSubmitted:"October 23rd 2019",dateReviewed:"December 11th 2019",datePrePublished:"January 6th 2020",datePublished:"February 17th 2021",dateFinished:"January 6th 2020",readingETA:"0",abstract:"The quality of solar resource data is critical for the economic and technical assessment of solar photovoltaic (PV) installations. Understanding uncertainty and managing weather-related risk are essential for successful planning and operating of solar electricity assets. The input information available for PV designers is usually restricted to 12 monthly mean values of global horizontal irradiation (GHI) and average temperature, which characterize solar climate of locations. However, for calculating the energy production of a photovoltaic system, the global irradiation over the plane of the PV array is necessary. For this reason, this book chapter presents a methodology to appropriately determine the global irradiation over the plane of photovoltaic arrays. The methodology describes step by step the necessary equations for processing the data. Examples with numerical results are included to better show the data processing.",reviewType:"peer-reviewed",bibtexUrl:"/chapter/bibtex/70747",risUrl:"/chapter/ris/70747",book:{slug:"renewable-energy-technologies-and-applications"},signatures:"Oswaldo A. Arraez-Cancelliere, Nicolás Muñoz-Galeano and Jesús M. López-Lezama",authors:[{id:"213238",title:"Dr.",name:"Nicolás",middleName:null,surname:"Muñoz-Galeano",fullName:"Nicolás Muñoz-Galeano",slug:"nicolas-munoz-galeano",email:"nicolas.munoz@udea.edu.co",position:null,institution:null},{id:"307883",title:"Dr.",name:"Jesús M",middleName:null,surname:"Lopez-Lezama",fullName:"Jesús M Lopez-Lezama",slug:"jesus-m-lopez-lezama",email:"jmaria.lopez@udea.edu.co",position:null,institution:{name:"University of Antioquia",institutionURL:null,country:{name:"Colombia"}}},{id:"307884",title:"MSc.",name:"Oswaldo A.",middleName:null,surname:"Arráez-Cancelliere",fullName:"Oswaldo A. Arráez-Cancelliere",slug:"oswaldo-a.-arraez-cancelliere",email:"oaac90@gmail.com",position:null,institution:{name:"University of Antioquia",institutionURL:null,country:{name:"Colombia"}}}],sections:[{id:"sec_1",title:"1. Introduction",level:"1"},{id:"sec_2",title:"2. Proposed methodology",level:"1"},{id:"sec_2_2",title:"2.1 Declination angle (δ)",level:"2"},{id:"sec_3_2",title:"2.2 Solar hour angle (ω)",level:"2"},{id:"sec_4_2",title:"2.3 Solar zenith (θzs) and solar altitude (γs)",level:"2"},{id:"sec_5_2",title:"2.4 Solar azimuth (ψs)",level:"2"},{id:"sec_6_2",title:"2.5 Angle of incidence (θi)",level:"2"},{id:"sec_7_2",title:"2.6 Solar constant (B0)",level:"2"},{id:"sec_8_2",title:"2.7 Clearness index (KTm)",level:"2"},{id:"sec_9_2",title:"2.8 Diffuse fraction index (Kd)",level:"2"},{id:"sec_11",title:"3. Experimental results: Data processing",level:"1"},{id:"sec_12",title:"4. Conclusions",level:"1"},{id:"sec_13",title:"Acknowledgments",level:"1"}],chapterReferences:[{id:"B1",body:'Taner T, Demirci OK. Energy and economic analysis of the wind turbine plant’s draft for the Aksaray City. Applied Ecology and Environmental Sciences. 2014;2(3):82-85. DOI: 10.12691/aees-2-3-2'},{id:"B2",body:'Taner T. Economic analysis of a wind power plant: A case study for the Cappadocia region. Journal of Mechanical Science and Technology. 2018;32(3):1379-1389. DOI: 10.1007/s12206-018-0241-6'},{id:"B3",body:'Taner T, Dalkilic ASA. Feasibility study of solar energy-techno economic analysis from Aksaray City, Turkey. Journal of Thermal Engineering. 2019;3(5):1-1. DOI: 10.18186/thermal.505498'},{id:"B4",body:'Taner T, Naqvi SAH, Ozkaymak M. Techno-economic analysis of a more efficient hydrogen generation system prototype: A case study of PEM Electrolyzer with Cr-C coated SS304 bipolar plates. Fuel Cells. 2019;19:1-8. DOI: 10.1002/fuce.201700225'},{id:"B5",body:'Solargis. Solargis Solar Resource Database Description and Accuracy [Internet]. 2019. Available from: https://solargis2-web-assets.s3.eu-west-1.amazonaws.com/public/doc/d143113beb/Solargis-database-description-and-accuracy-v2.pdf. [Accessed: 15-11-2019]'},{id:"B6",body:'Luque A, Hegedus S. Handbook of Photovoltaic Science and Engineering. 2nd ed. Chichester: Wiley; 2011. p. 1132. DOI: 10.1002/9780470974704'},{id:"B7",body:'Khatib T, Elmenreich W. A model for hourly solar radiation data generation from daily solar radiation data using a generalized regression artificial neural network. International Journal of Photoenergy. 2015;2015:1-13. DOI: 10.1155/2015/968024'},{id:"B8",body:'Demain C, Journée M, Bertrand C. Evaluation of different models to estimate the global solar radiation on inclined surfaces. Renewable Energy. 2013;50:710-721. DOI: 10.1016/j.renene.2012.07.031'},{id:"B9",body:'Moretón R, Lorenzo E, Pinto A, Muñoz J, Narvarte L. From broadband horizontal to effective in-plane irradiation: A review of modelling and derived uncertainty for PV yield prediction. Renewable and Sustainable Energy Reviews. 2017;78:886-903. DOI: 10.1016/j.rser.2017.05.020'},{id:"B10",body:'Page JK. The Estimation of Monthly Mean Values of Daily Short Wave Irradiation on Vertical and Inclined Surfaces from Sunshine Records for Latitudes 60 N to 40 S [Thesis]. University of Sheffield; 1976'},{id:"B11",body:'Collares-Pereira M, Rabl A. The average distribution of solar radiation-correlations between diffuse and hemispherical and between daily and hourly insolation values. Solar Energy. 1979;22:155-164. DOI: 10.1016/0038-092X(79)90100-2'},{id:"B12",body:'Erbs DG, Klein SA, Duffie JA. Estimation of the diffuse radiation fraction for hourly, daily and monthly-average global radiation. Solar Energy. 1982;28(4):293-302. DOI: 10.1016/0038-092X(82)90302-4'},{id:"B13",body:'Macagnan MH, Lorenzo E, Jimenez C. Solar radiation in Madrid. International Journal of Solar Energy. 1994;16(1):1-14. DOI: 10.1080/01425919408914262'},{id:"B14",body:'SolarPower Europe. O&M Best Practices Guidelines [Internet]. 2019. Available from: https://www.researchgate.net/publication/304624410_SolarPower_Europe_OM_Best_Practices_Guidelines. [Accessed: 15-11-2019]'},{id:"B15",body:'Duffie JA, Beckman WA. Solar Engineering of Thermal Processes. 4th ed. Hoboken, New Jersey, United States: Wiley; 2013. p. 910. DOI: 10.1002/9781118671603'},{id:"B16",body:'Solargis. pvPlanner [Internet]. 2019. Available from: https://solargis.info/pvplanner/#tl=Google:hybrid&bm=satellite. [Accessed: 15-11-2019]'}],footnotes:[],contributors:[{corresp:null,contributorFullName:"Oswaldo A. Arraez-Cancelliere",address:null,affiliation:'
Facultad de Ingeniería, Grupo GIMEL, Universidad de Antioquia, Medellín, Colombia
Facultad de Ingeniería, Grupo GIMEL, Universidad de Antioquia, Medellín, Colombia
'},{corresp:null,contributorFullName:"Jesús M. López-Lezama",address:null,affiliation:'
Facultad de Ingeniería, Grupo GIMEL, Universidad de Antioquia, Medellín, Colombia
'}],corrections:null},book:{id:"9385",title:"Renewable Energy",subtitle:"Technologies and Applications",fullTitle:"Renewable Energy - Technologies and Applications",slug:"renewable-energy-technologies-and-applications",publishedDate:"February 17th 2021",bookSignature:"Tolga Taner, Archana Tiwari and Taha Selim Ustun",coverURL:"https://cdn.intechopen.com/books/images_new/9385.jpg",licenceType:"CC BY 3.0",editedByType:"Edited by",editors:[{id:"197240",title:"Associate Prof.",name:"Tolga",middleName:null,surname:"Taner",slug:"tolga-taner",fullName:"Tolga Taner"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},chapters:[{id:"72357",title:"A Review of Virtual Inertia Techniques for Renewable Energy-Based Generators",slug:"a-review-of-virtual-inertia-techniques-for-renewable-energy-based-generators",totalDownloads:435,totalCrossrefCites:0,signatures:"Ana Fernández-Guillamón, Emilio Gómez-Lázaro, Eduard Muljadi and Ángel Molina-Garcia",authors:[{id:"153168",title:"Prof.",name:"Emilio",middleName:null,surname:"Gomez-Lazaro",fullName:"Emilio Gomez-Lazaro",slug:"emilio-gomez-lazaro"},{id:"154049",title:"Dr.",name:"Angel",middleName:null,surname:"Molina-Garcia",fullName:"Angel Molina-Garcia",slug:"angel-molina-garcia"},{id:"318862",title:"Mrs.",name:"Ana",middleName:null,surname:"Fernandez-Guillamon",fullName:"Ana Fernandez-Guillamon",slug:"ana-fernandez-guillamon"},{id:"320304",title:"Dr.",name:"Eduard",middleName:null,surname:"Muljadi",fullName:"Eduard Muljadi",slug:"eduard-muljadi"}]},{id:"73187",title:"Use of Renewable Energy in Buildings",slug:"use-of-renewable-energy-in-buildings",totalDownloads:49,totalCrossrefCites:0,signatures:"İzzet Yüksek and İlker Karadağ",authors:[{id:"186397",title:"Dr.",name:"İzzet",middleName:null,surname:"Yüksek",fullName:"İzzet Yüksek",slug:"izzet-yuksek"},{id:"295400",title:"Dr.",name:"İlker",middleName:null,surname:"Karadağ",fullName:"İlker Karadağ",slug:"ilker-karadag"}]},{id:"71804",title:"Feasibility Analysis of Solar Power for the Safety of Fast Reactors during beyond Design Basis Events",slug:"feasibility-analysis-of-solar-power-for-the-safety-of-fast-reactors-during-beyond-design-basis-event",totalDownloads:140,totalCrossrefCites:0,signatures:"Kudiyarasan Swamynathan, P. Sivakumar and K. Karthikeyan",authors:[{id:"310733",title:"Dr.",name:"Kudiyarasan",middleName:null,surname:"Swamynathan",fullName:"Kudiyarasan Swamynathan",slug:"kudiyarasan-swamynathan"}]},{id:"70545",title:"Recent Advances in Photovoltaic-Trombe Wall System: A Review",slug:"recent-advances-in-photovoltaic-trombe-wall-system-a-review",totalDownloads:182,totalCrossrefCites:0,signatures:"Omer K. Ahmed",authors:[{id:"286415",title:"Prof.",name:"Omer K.",middleName:null,surname:"Ahmed",fullName:"Omer K. Ahmed",slug:"omer-k.-ahmed"}]},{id:"70691",title:"Energetics and GHG Emission Mitigation Potential Estimation of Solar Water Heating System in India",slug:"energetics-and-ghg-emission-mitigation-potential-estimation-of-solar-water-heating-system-in-india",totalDownloads:144,totalCrossrefCites:0,signatures:"Bhupendra Singh Rawat, Pradeep Chandra Pant, Poonam Negi and Bharti Ramola",authors:[{id:"311763",title:"Dr.",name:"Bhupendra S.",middleName:null,surname:"Rawat",fullName:"Bhupendra S. Rawat",slug:"bhupendra-s.-rawat"},{id:"312089",title:"Dr.",name:"Poonam",middleName:null,surname:"Negi",fullName:"Poonam Negi",slug:"poonam-negi"},{id:"312150",title:"Dr.",name:"Bharti",middleName:null,surname:"Ramola",fullName:"Bharti Ramola",slug:"bharti-ramola"},{id:"312151",title:"Dr.",name:"Pradeep Chandra",middleName:null,surname:"Pant",fullName:"Pradeep Chandra Pant",slug:"pradeep-chandra-pant"}]},{id:"72280",title:"Photo-Voltaic (PV) Monitoring System, Performance Analysis and Power Prediction Models in Doha, Qatar",slug:"photo-voltaic-pv-monitoring-system-performance-analysis-and-power-prediction-models-in-doha-qatar",totalDownloads:203,totalCrossrefCites:0,signatures:"Farid Touati, Amith Khandakar, Muhammad E.H. Chowdhury, Antonio Jr. S.P. Gonzales, Christian Kim Sorino and Kamel Benhmed",authors:[{id:"127564",title:"Prof.",name:"Kamel",middleName:null,surname:"Benhmed",fullName:"Kamel Benhmed",slug:"kamel-benhmed"},{id:"244639",title:"Dr.",name:"Muhammad E.H.",middleName:null,surname:"Chowdhury",fullName:"Muhammad E.H. Chowdhury",slug:"muhammad-e.h.-chowdhury"},{id:"245398",title:"MSc.",name:"Amith M. A.",middleName:null,surname:"Khandakar",fullName:"Amith M. A. Khandakar",slug:"amith-m.-a.-khandakar"},{id:"311956",title:"M.Sc.",name:"Antonio Jr.",middleName:null,surname:"Gonzales",fullName:"Antonio Jr. Gonzales",slug:"antonio-jr.-gonzales"},{id:"312319",title:"Prof.",name:"Farid",middleName:null,surname:"Touati",fullName:"Farid Touati",slug:"farid-touati"},{id:"312324",title:"Mr.",name:"Christian Kim",middleName:null,surname:"Sorino",fullName:"Christian Kim Sorino",slug:"christian-kim-sorino"}]},{id:"70747",title:"Computing the Global Irradiation over the Plane of Photovoltaic Arrays: A Step-by-Step Methodology",slug:"computing-the-global-irradiation-over-the-plane-of-photovoltaic-arrays-a-step-by-step-methodology",totalDownloads:311,totalCrossrefCites:0,signatures:"Oswaldo A. Arraez-Cancelliere, Nicolás Muñoz-Galeano and Jesús M. López-Lezama",authors:[{id:"213238",title:"Dr.",name:"Nicolás",middleName:null,surname:"Muñoz-Galeano",fullName:"Nicolás Muñoz-Galeano",slug:"nicolas-munoz-galeano"},{id:"307883",title:"Dr.",name:"Jesús M",middleName:null,surname:"Lopez-Lezama",fullName:"Jesús M Lopez-Lezama",slug:"jesus-m-lopez-lezama"},{id:"307884",title:"MSc.",name:"Oswaldo A.",middleName:null,surname:"Arráez-Cancelliere",fullName:"Oswaldo A. Arráez-Cancelliere",slug:"oswaldo-a.-arraez-cancelliere"}]},{id:"72841",title:"Pulsed Electrical Discharge and Pulsed Electric Field Treatment during Sunflower Seed Processing",slug:"pulsed-electrical-discharge-and-pulsed-electric-field-treatment-during-sunflower-seed-processing",totalDownloads:79,totalCrossrefCites:0,signatures:"Ivan Shorstkii and Evgeny Koshevoi",authors:[{id:"215312",title:"Ph.D.",name:"Ivan",middleName:null,surname:"Shorstkii",fullName:"Ivan Shorstkii",slug:"ivan-shorstkii"}]},{id:"72631",title:"Bioenergy Potential of Turkey’s Forest Sources, Biomass Energy Conversion Methods, Products, and Applications",slug:"bioenergy-potential-of-turkey-s-forest-sources-biomass-energy-conversion-methods-products-and-applic",totalDownloads:156,totalCrossrefCites:1,signatures:"Selçuk Sarıkoç",authors:[{id:"308175",title:"Dr.",name:"Selçuk",middleName:null,surname:"Sarıkoç",fullName:"Selçuk Sarıkoç",slug:"selcuk-sarikoc"}]},{id:"71294",title:"Combustion Characteristics and Behaviour of Agricultural Biomass: A Short Review",slug:"combustion-characteristics-and-behaviour-of-agricultural-biomass-a-short-review",totalDownloads:137,totalCrossrefCites:0,signatures:"Swapan Suman, Anand Mohan Yadav, Nomendra Tomar and Awani Bhushan",authors:[{id:"223329",title:"Dr.",name:"Swapan",middleName:null,surname:"Suman",fullName:"Swapan Suman",slug:"swapan-suman"},{id:"316554",title:"Prof.",name:"Shalini",middleName:null,surname:"Gautam",fullName:"Shalini Gautam",slug:"shalini-gautam"},{id:"316555",title:"Dr.",name:"Awani",middleName:null,surname:"Bhushan",fullName:"Awani Bhushan",slug:"awani-bhushan"},{id:"317349",title:"Mr.",name:"Nomendra",middleName:null,surname:"Tomar",fullName:"Nomendra Tomar",slug:"nomendra-tomar"}]},{id:"71530",title:"Potential of Microalgal Biodiesel: Challenges and Applications",slug:"potential-of-microalgal-biodiesel-challenges-and-applications",totalDownloads:263,totalCrossrefCites:0,signatures:"Ashokkumar Veeramuthu and Chawalit Ngamcharussrivichai",authors:[{id:"310835",title:"Prof.",name:"Chawalit",middleName:null,surname:"Ngamcharussrivichai",fullName:"Chawalit Ngamcharussrivichai",slug:"chawalit-ngamcharussrivichai"},{id:"311142",title:"Dr.",name:"Veeramuthu",middleName:null,surname:"Ashokkumar",fullName:"Veeramuthu Ashokkumar",slug:"veeramuthu-ashokkumar"}]},{id:"70903",title:"Rapid Evaluation of Biomass Properties Used for Energy Purposes Using Near-Infrared Spectroscopy",slug:"rapid-evaluation-of-biomass-properties-used-for-energy-purposes-using-near-infrared-spectroscopy",totalDownloads:176,totalCrossrefCites:0,signatures:"Jetsada Posom, Kanvisit Maraphum and Arthit Phuphaphud",authors:[{id:"311549",title:"Dr.",name:"Jetsada",middleName:null,surname:"Posom",fullName:"Jetsada Posom",slug:"jetsada-posom"},{id:"311800",title:"Mr.",name:"Kanvisit",middleName:null,surname:"Maraphum",fullName:"Kanvisit Maraphum",slug:"kanvisit-maraphum"},{id:"315895",title:"Mr.",name:"Arthit",middleName:null,surname:"Phuphaphud",fullName:"Arthit Phuphaphud",slug:"arthit-phuphaphud"}]},{id:"72107",title:"Digestate: The Coproduct of Biofuel Production in a Circular Economy, and New Results for Cassava Peeling Residue Digestate",slug:"digestate-the-coproduct-of-biofuel-production-in-a-circular-economy-and-new-results-for-cassava-peel",totalDownloads:267,totalCrossrefCites:0,signatures:"Sammy N. Aso",authors:[{id:"219927",title:"Ph.D.",name:"Sammy N.",middleName:null,surname:"Aso",fullName:"Sammy N. Aso",slug:"sammy-n.-aso"}]},{id:"71520",title:"Formation and Transformation of Typical Pollutant from MSW by Hydrothermal Carbonization towards Biofuel Hydrochar Production",slug:"formation-and-transformation-of-typical-pollutant-from-msw-by-hydrothermal-carbonization-towards-bio",totalDownloads:86,totalCrossrefCites:1,signatures:"Wentao Jiao, Nana Peng and Zhengang Liu",authors:[{id:"260377",title:"Prof.",name:"Zhengang",middleName:null,surname:"Liu",fullName:"Zhengang Liu",slug:"zhengang-liu"}]},{id:"71324",title:"Hydro Energy Potential for Electricity Generating on Selected Regions in Turkey",slug:"hydro-energy-potential-for-electricity-generating-on-selected-regions-in-turkey",totalDownloads:154,totalCrossrefCites:0,signatures:"Ibrahim Yuksel, Omer Yuksek and Hasan Arman",authors:[{id:"143271",title:"Prof.",name:"Ibrahim",middleName:null,surname:"Yuksel",fullName:"Ibrahim Yuksel",slug:"ibrahim-yuksel"},{id:"314619",title:"Prof.",name:"Hasan",middleName:null,surname:"Arman",fullName:"Hasan Arman",slug:"hasan-arman"},{id:"318376",title:"Prof.",name:"Omer",middleName:null,surname:"Yuksek",fullName:"Omer Yuksek",slug:"omer-yuksek"}]},{id:"73874",title:"An Overview of Geothermal Energy Production in Germencik, Turkey",slug:"an-overview-of-geothermal-energy-production-in-germencik-turkey",totalDownloads:79,totalCrossrefCites:0,signatures:"Kaan Yamanturk and Cihan Dogruoz",authors:[{id:"268628",title:"Ph.D.",name:"Cihan",middleName:null,surname:"Dogruoz",fullName:"Cihan Dogruoz",slug:"cihan-dogruoz"},{id:"323332",title:"MSc.",name:"Kaan",middleName:null,surname:"Yamanturk",fullName:"Kaan Yamanturk",slug:"kaan-yamanturk"}]},{id:"70956",title:"Design of Three-Term Controller Using a PIC18F452 Microcontroller",slug:"design-of-three-term-controller-using-a-pic18f452-microcontroller",totalDownloads:218,totalCrossrefCites:0,signatures:"Mostefa Ghassoul",authors:[{id:"146702",title:"Dr.",name:"Mostefa",middleName:null,surname:"Ghassoul",fullName:"Mostefa Ghassoul",slug:"mostefa-ghassoul"}]},{id:"70864",title:"Lessons Learnt from Some Natural Energy Sources",slug:"lessons-learnt-from-some-natural-energy-sources",totalDownloads:118,totalCrossrefCites:0,signatures:"Dan Serbanescu",authors:[{id:"200401",title:"Dr.",name:"Dan",middleName:null,surname:"Serbanescu",fullName:"Dan Serbanescu",slug:"dan-serbanescu"}]},{id:"71328",title:"Research and Development of the New Progressive Construction Press Machines",slug:"research-and-development-of-the-new-progressive-construction-press-machines",totalDownloads:208,totalCrossrefCites:0,signatures:"Ľubomír Šooš",authors:[{id:"141212",title:"Prof.",name:"Ľubomír",middleName:null,surname:"Šooš",fullName:"Ľubomír Šooš",slug:"ubomir-soos"}]},{id:"71676",title:"Performance, Gaseous and Particle Emissions from a Residential Pellet Stove",slug:"performance-gaseous-and-particle-emissions-from-a-residential-pellet-stove",totalDownloads:106,totalCrossrefCites:0,signatures:"Md. Obaidullah and Jacques De Ruyck",authors:[{id:"312153",title:"Dr.",name:"Md.",middleName:null,surname:"Obaidullah",fullName:"Md. Obaidullah",slug:"md.-obaidullah"},{id:"317825",title:"Prof.",name:"Jacques",middleName:null,surname:"De Ruyck",fullName:"Jacques De Ruyck",slug:"jacques-de-ruyck"}]},{id:"73219",title:"Analysis of Optimal Steady-State Operation of Power Systems with Embedded FACTS Devices: A Matlab-Based Flexible Approach",slug:"analysis-of-optimal-steady-state-operation-of-power-systems-with-embedded-facts-devices-a-matlab-bas",totalDownloads:81,totalCrossrefCites:0,signatures:"Jose Miguel García-Guzman, Néstor González-Cabrera, Luis Alberto Contreras-Aguilar, Jose Merced Lozano-García and Alejandro Pizano-Martinez",authors:[{id:"236462",title:"D.Sc.",name:"Nestor",middleName:null,surname:"Gonzalez",fullName:"Nestor Gonzalez",slug:"nestor-gonzalez"},{id:"316399",title:"MSc.",name:"Jose Miguel",middleName:null,surname:"Garcia-Guzman",fullName:"Jose Miguel Garcia-Guzman",slug:"jose-miguel-garcia-guzman"},{id:"329182",title:"Dr.",name:"L. Alberto",middleName:null,surname:"Contreras-Aguilar",fullName:"L. Alberto Contreras-Aguilar",slug:"l.-alberto-contreras-aguilar"},{id:"329183",title:"Dr.",name:"J.",middleName:null,surname:"Merced-Lozano-García",fullName:"J. Merced-Lozano-García",slug:"j.-merced-lozano-garcia"},{id:"329184",title:"Dr.",name:"A.",middleName:null,surname:"Pizano-Martine",fullName:"A. Pizano-Martine",slug:"a.-pizano-martine"}]},{id:"74786",title:"Distributed Sources Optimal Sites and Sizes Search in Large Power Systems",slug:"distributed-sources-optimal-sites-and-sizes-search-in-large-power-systems",totalDownloads:48,totalCrossrefCites:0,signatures:"Mustafa Mosbah, Redha Djamel Mohammedi and Salem Arif",authors:[{id:"271686",title:"Prof.",name:"Salem",middleName:null,surname:"Arif",fullName:"Salem Arif",slug:"salem-arif"},{id:"319304",title:"Dr.",name:"Mustafa",middleName:null,surname:"Mosbah",fullName:"Mustafa Mosbah",slug:"mustafa-mosbah"},{id:"319307",title:"Prof.",name:"Ridha Djamel",middleName:null,surname:"Mohammedi",fullName:"Ridha Djamel Mohammedi",slug:"ridha-djamel-mohammedi"}]},{id:"73513",title:"New Generation Aero Combustor",slug:"new-generation-aero-combustor",totalDownloads:83,totalCrossrefCites:0,signatures:"Jushan Chin and Jin Dang",authors:[{id:"323759",title:"Prof.",name:"Jushan",middleName:null,surname:"Chin",fullName:"Jushan Chin",slug:"jushan-chin"},{id:"326768",title:"Dr.",name:"Jin",middleName:null,surname:"Dang",fullName:"Jin Dang",slug:"jin-dang"}]}]},relatedBooks:[{type:"book",id:"6285",title:"Proton Exchange Membrane Fuel Cell",subtitle:null,isOpenForSubmission:!1,hash:"ed010c881a38d577f89ccb714c17f785",slug:"proton-exchange-membrane-fuel-cell",bookSignature:"Tolga Taner",coverURL:"https://cdn.intechopen.com/books/images_new/6285.jpg",editedByType:"Edited by",editors:[{id:"197240",title:"Associate Prof.",name:"Tolga",surname:"Taner",slug:"tolga-taner",fullName:"Tolga Taner"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"},chapters:[{id:"57548",title:"Introductory Chapter: An Overview of PEM Fuel Cell Technology",slug:"introductory-chapter-an-overview-of-pem-fuel-cell-technology",signatures:"Tolga Taner",authors:[{id:"197240",title:"Associate Prof.",name:"Tolga",middleName:null,surname:"Taner",fullName:"Tolga Taner",slug:"tolga-taner"}]},{id:"58733",title:"Improving the Performance of PEM Fuel Cell",slug:"improving-the-performance-of-pem-fuel-cell",signatures:"Farqad Al-Hadeethi",authors:[{id:"210871",title:"Prof.",name:"Farqad",middleName:null,surname:"Al-Hadeethi",fullName:"Farqad Al-Hadeethi",slug:"farqad-al-hadeethi"}]},{id:"57505",title:"Robotic Technologies for Proton Exchange Membrane Fuel Cell Assembly",slug:"robotic-technologies-for-proton-exchange-membrane-fuel-cell-assembly",signatures:"Vladimir Gurau, Devin Fowler and Daniel Cox",authors:[{id:"219399",title:"Dr.",name:"Vladimir",middleName:null,surname:"Gurau",fullName:"Vladimir Gurau",slug:"vladimir-gurau"},{id:"220252",title:"MSc.",name:"Devin",middleName:null,surname:"Fowler",fullName:"Devin Fowler",slug:"devin-fowler"},{id:"222195",title:"Prof.",name:"Daniel",middleName:null,surname:"Cox",fullName:"Daniel Cox",slug:"daniel-cox"}]},{id:"57432",title:"Perspective Non-Fluorinated and Partially Fluorinated Polymers for Low-Temperature PEM FC",slug:"perspective-non-fluorinated-and-partially-fluorinated-polymers-for-low-temperature-pem-fc",signatures:"Vitaly Ivanov, Anton Yegorov, Alena Wozniak, Ol’ga Zhdanovich,\nMarina Bogdanovskaya and Elena Averina",authors:[{id:"211848",title:"Mr.",name:"Anton",middleName:null,surname:"Yegorov",fullName:"Anton Yegorov",slug:"anton-yegorov"},{id:"211885",title:"Mr.",name:"Vitaly",middleName:null,surname:"Ivanov",fullName:"Vitaly Ivanov",slug:"vitaly-ivanov"},{id:"211886",title:"Ms.",name:"Alena",middleName:null,surname:"Wozniak",fullName:"Alena Wozniak",slug:"alena-wozniak"},{id:"211887",title:"Dr.",name:"Olga",middleName:null,surname:"Zhdanovich",fullName:"Olga Zhdanovich",slug:"olga-zhdanovich"},{id:"211888",title:"Ms.",name:"Marina",middleName:null,surname:"Bogdanovskaya",fullName:"Marina Bogdanovskaya",slug:"marina-bogdanovskaya"},{id:"211889",title:"Ms.",name:"Elena",middleName:"Aleksandrovna",surname:"Averina",fullName:"Elena Averina",slug:"elena-averina"}]},{id:"58665",title:"Degradation in PEM Fuel Cells and Mitigation Strategies Using System Design and Control",slug:"degradation-in-pem-fuel-cells-and-mitigation-strategies-using-system-design-and-control",signatures:"Jekan Thangavelautham",authors:[{id:"210571",title:"Prof.",name:"Jekan",middleName:null,surname:"Thangavelautham",fullName:"Jekan Thangavelautham",slug:"jekan-thangavelautham"}]},{id:"58423",title:"Chalcogenides and Carbon Nanostructures: Great Applications for PEM Fuel Cells",slug:"chalcogenides-and-carbon-nanostructures-great-applications-for-pem-fuel-cells",signatures:"Yadira Gochi-Ponce, Gabriel Alonso-Núñez, Nicolás Alonso-Vante\nand Mercedes Teresita Oropeza-Guzmán",authors:[{id:"104665",title:"Dr.",name:"Gabriel",middleName:null,surname:"Alonso-Nuñez",fullName:"Gabriel Alonso-Nuñez",slug:"gabriel-alonso-nunez"},{id:"211953",title:"Dr.",name:"Yadira",middleName:null,surname:"Gochi Ponce",fullName:"Yadira Gochi Ponce",slug:"yadira-gochi-ponce"},{id:"213630",title:"Dr.",name:"N.",middleName:null,surname:"Alonso-Vante",fullName:"N. Alonso-Vante",slug:"n.-alonso-vante"}]},{id:"57938",title:"Fundamentals of Electrochemistry with Application to Direct Alcohol Fuel Cell Modeling",slug:"fundamentals-of-electrochemistry-with-application-to-direct-alcohol-fuel-cell-modeling",signatures:"Juan Sánchez-Monreal, Marcos Vera and Pablo A. García-Salaberri",authors:[{id:"176049",title:"Dr.",name:"Marcos",middleName:null,surname:"Vera",fullName:"Marcos Vera",slug:"marcos-vera"},{id:"213212",title:"Dr.",name:"Juan",middleName:null,surname:"Sánchez-Monreal",fullName:"Juan Sánchez-Monreal",slug:"juan-sanchez-monreal"},{id:"213213",title:"Dr.",name:"Pablo A.",middleName:null,surname:"García-Salaberri",fullName:"Pablo A. García-Salaberri",slug:"pablo-a.-garcia-salaberri"}]},{id:"58686",title:"PEM-Less Microbial Fuel Cells",slug:"pem-less-microbial-fuel-cells",signatures:"Reuben Y. Tamakloe",authors:[{id:"211009",title:"Dr.",name:"Reuben",middleName:null,surname:"Tamakloe",fullName:"Reuben Tamakloe",slug:"reuben-tamakloe"}]},{id:"57392",title:"Advanced Supporting Materials for Polymer Electrolyte Membrane Fuel Cells",slug:"advanced-supporting-materials-for-polymer-electrolyte-membrane-fuel-cells",signatures:"Narayanamoorthy Bhuvanendran",authors:[{id:"210500",title:"Dr.",name:"Narayanamoorthy",middleName:null,surname:"Bhuvanendran",fullName:"Narayanamoorthy Bhuvanendran",slug:"narayanamoorthy-bhuvanendran"}]}]}]},onlineFirst:{chapter:{type:"chapter",id:"68505",title:"Research Design and Methodology",doi:"10.5772/intechopen.85731",slug:"research-design-and-methodology",body:'
1. Introduction
Research methodology is the path through which researchers need to conduct their research. It shows the path through which these researchers formulate their problem and objective and present their result from the data obtained during the study period. This research design and methodology chapter also shows how the research outcome at the end will be obtained in line with meeting the objective of the study. This chapter hence discusses the research methods that were used during the research process. It includes the research methodology of the study from the research strategy to the result dissemination. For emphasis, in this chapter, the author outlines the research strategy, research design, research methodology, the study area, data sources such as primary data sources and secondary data, population consideration and sample size determination such as questionnaires sample size determination and workplace site exposure measurement sample determination, data collection methods like primary data collection methods including workplace site observation data collection and data collection through desk review, data collection through questionnaires, data obtained from experts opinion, workplace site exposure measurement, data collection tools pretest, secondary data collection methods, methods of data analysis used such as quantitative data analysis and qualitative data analysis, data analysis software, the reliability and validity analysis of the quantitative data, reliability of data, reliability analysis, validity, data quality management, inclusion criteria, ethical consideration and dissemination of result and its utilization approaches. In order to satisfy the objectives of the study, a qualitative and quantitative research method is apprehended in general. The study used these mixed strategies because the data were obtained from all aspects of the data source during the study time. Therefore, the purpose of this methodology is to satisfy the research plan and target devised by the researcher.
2. Research design
The research design is intended to provide an appropriate framework for a study. A very significant decision in research design process is the choice to be made regarding research approach since it determines how relevant information for a study will be obtained; however, the research design process involves many interrelated decisions [1].
This study employed a mixed type of methods. The first part of the study consisted of a series of well-structured questionnaires (for management, employee’s representatives, and technician of industries) and semi-structured interviews with key stakeholders (government bodies, ministries, and industries) in participating organizations. The other design used is an interview of employees to know how they feel about safety and health of their workplace, and field observation at the selected industrial sites was undertaken.
Hence, this study employs a descriptive research design to agree on the effects of occupational safety and health management system on employee health, safety, and property damage for selected manufacturing industries. Saunders et al. [2] and Miller [3] say that descriptive research portrays an accurate profile of persons, events, or situations. This design offers to the researchers a profile of described relevant aspects of the phenomena of interest from an individual, organizational, and industry-oriented perspective. Therefore, this research design enabled the researchers to gather data from a wide range of respondents on the impact of safety and health on manufacturing industries in Ethiopia. And this helped in analyzing the response obtained on how it affects the manufacturing industries’ workplace safety and health. The research overall design and flow process are depicted in Figure 1.
Figure 1.
Research methods and processes (author design).
3. Research methodology
To address the key research objectives, this research used both qualitative and quantitative methods and combination of primary and secondary sources. The qualitative data supports the quantitative data analysis and results. The result obtained is triangulated since the researcher utilized the qualitative and quantitative data types in the data analysis. The study area, data sources, and sampling techniques were discussed under this section.
3.1 The study area
According to Fraenkel and Warren [4] studies, population refers to the complete set of individuals (subjects or events) having common characteristics in which the researcher is interested. The population of the study was determined based on random sampling system. This data collection was conducted from March 07, 2015 to December 10, 2016, from selected manufacturing industries found in Addis Ababa city and around. The manufacturing companies were selected based on their employee number, established year, and the potential accidents prevailing and the manufacturing industry type even though all criterions were difficult to satisfy.
3.2 Data sources
3.2.1 Primary data sources
It was obtained from the original source of information. The primary data were more reliable and have more confidence level of decision-making with the trusted analysis having direct intact with occurrence of the events. The primary data sources are industries’ working environment (through observation, pictures, and photograph) and industry employees (management and bottom workers) (interview, questionnaires and discussions).
3.2.2 Secondary data
Desk review has been conducted to collect data from various secondary sources. This includes reports and project documents at each manufacturing sectors (more on medium and large level). Secondary data sources have been obtained from literatures regarding OSH, and the remaining data were from the companies’ manuals, reports, and some management documents which were included under the desk review. Reputable journals, books, different articles, periodicals, proceedings, magazines, newsletters, newspapers, websites, and other sources were considered on the manufacturing industrial sectors. The data also obtained from the existing working documents, manuals, procedures, reports, statistical data, policies, regulations, and standards were taken into account for the review.
In general, for this research study, the desk review has been completed to this end, and it had been polished and modified upon manuals and documents obtained from the selected companies.
4. Population and sample size
4.1 Population
The study population consisted of manufacturing industries’ employees in Addis Ababa city and around as there are more representative manufacturing industrial clusters found. To select representative manufacturing industrial sector population, the types of the industries expected were more potential to accidents based on random and purposive sampling considered. The population of data was from textile, leather, metal, chemicals, and food manufacturing industries. A total of 189 sample sizes of industries responded to the questionnaire survey from the priority areas of the government. Random sample sizes and disproportionate methods were used, and 80 from wood, metal, and iron works; 30 from food, beverage, and tobacco products; 50 from leather, textile, and garments; 20 from chemical and chemical products; and 9 from other remaining 9 clusters of manufacturing industries responded.
4.2 Questionnaire sample size determination
A simple random sampling and purposive sampling methods were used to select the representative manufacturing industries and respondents for the study. The simple random sampling ensures that each member of the population has an equal chance for the selection or the chance of getting a response which can be more than equal to the chance depending on the data analysis justification. Sample size determination procedure was used to get optimum and reasonable information. In this study, both probability (simple random sampling) and nonprobability (convenience, quota, purposive, and judgmental) sampling methods were used as the nature of the industries are varied. This is because of the characteristics of data sources which permitted the researchers to follow the multi-methods. This helps the analysis to triangulate the data obtained and increase the reliability of the research outcome and its decision. The companies’ establishment time and its engagement in operation, the number of employees and the proportion it has, the owner types (government and private), type of manufacturing industry/production, types of resource used at work, and the location it is found in the city and around were some of the criteria for the selections.
The determination of the sample size was adopted from Daniel [5] and Cochran [6] formula. The formula used was for unknown population size Eq. (1) and is given as
E1
where n = sample size, Z = statistic for a level of confidence, P = expected prevalence or proportion (in proportion of one; if 50%, P = 0.5), and d = precision (in proportion of one; if 6%, d = 0.06). Z statistic (Z): for the level of confidence of 95%, which is conventional, Z value is 1.96. In this study, investigators present their results with 95% confidence intervals (CI).
The expected sample number was 267 at the marginal error of 6% for 95% confidence interval of manufacturing industries. However, the collected data indicated that only 189 populations were used for the analysis after rejecting some data having more missing values in the responses from the industries. Hence, the actual data collection resulted in 71% response rate. The 267 population were assumed to be satisfactory and representative for the data analysis.
4.3 Workplace site exposure measurement sample determination
The sample size for the experimental exposure measurements of physical work environment has been considered based on the physical data prepared for questionnaires and respondents. The response of positive were considered for exposure measurement factors to be considered for the physical environment health and disease causing such as noise intensity, light intensity, pressure/stress, vibration, temperature/coldness, or hotness and dust particles on 20 workplace sites. The selection method was using random sampling in line with purposive method. The measurement of the exposure factors was done in collaboration with Addis Ababa city Administration and Oromia Bureau of Labour and Social Affair (AACBOLSA). Some measuring instruments were obtained from the Addis Ababa city and Oromia Bureau of Labour and Social Affair.
5. Data collection methods
Data collection methods were focused on the followings basic techniques. These included secondary and primary data collections focusing on both qualitative and quantitative data as defined in the previous section. The data collection mechanisms are devised and prepared with their proper procedures.
5.1 Primary data collection methods
Primary data sources are qualitative and quantitative. The qualitative sources are field observation, interview, and informal discussions, while that of quantitative data sources are survey questionnaires and interview questions. The next sections elaborate how the data were obtained from the primary sources.
5.1.1 Workplace site observation data collection
Observation is an important aspect of science. Observation is tightly connected to data collection, and there are different sources for this: documentation, archival records, interviews, direct observations, and participant observations. Observational research findings are considered strong in validity because the researcher is able to collect a depth of information about a particular behavior. In this dissertation, the researchers used observation method as one tool for collecting information and data before questionnaire design and after the start of research too. The researcher made more than 20 specific observations of manufacturing industries in the study areas. During the observations, it found a deeper understanding of the working environment and the different sections in the production system and OSH practices.
5.1.2 Data collection through interview
Interview is a loosely structured qualitative in-depth interview with people who are considered to be particularly knowledgeable about the topic of interest. The semi-structured interview is usually conducted in a face-to-face setting which permits the researcher to seek new insights, ask questions, and assess phenomena in different perspectives. It let the researcher to know the in-depth of the present working environment influential factors and consequences. It has provided opportunities for refining data collection efforts and examining specialized systems or processes. It was used when the researcher faces written records or published document limitation or wanted to triangulate the data obtained from other primary and secondary data sources.
This dissertation is also conducted with a qualitative approach and conducting interviews. The advantage of using interviews as a method is that it allows respondents to raise issues that the interviewer may not have expected. All interviews with employees, management, and technicians were conducted by the corresponding researcher, on a face-to-face basis at workplace. All interviews were recorded and transcribed.
5.1.3 Data collection through questionnaires
The main tool for gaining primary information in practical research is questionnaires, due to the fact that the researcher can decide on the sample and the types of questions to be asked [2].
In this dissertation, each respondent is requested to reply to an identical list of questions mixed so that biasness was prevented. Initially the questionnaire design was coded and mixed up from specific topic based on uniform structures. Consequently, the questionnaire produced valuable data which was required to achieve the dissertation objectives.
The questionnaires developed were based on a five-item Likert scale. Responses were given to each statement using a five-point Likert-type scale, for which 1 = “strongly disagree” to 5 = “strongly agree.” The responses were summed up to produce a score for the measures.
5.1.4 Data obtained from experts’ opinion
The data was also obtained from the expert’s opinion related to the comparison of the knowledge, management, collaboration, and technology utilization including their sub-factors. The data obtained in this way was used for prioritization and decision-making of OSH, improving factor priority. The prioritization of the factors was using Saaty scales (1–9) and then converting to Fuzzy set values obtained from previous researches using triangular fuzzy set [7].
5.1.5 Workplace site exposure measurement
The researcher has measured the workplace environment for dust, vibration, heat, pressure, light, and noise to know how much is the level of each variable. The primary data sources planned and an actual coverage has been compared as shown in Table 1.
Table 1.
Planned versus actual coverage of the survey.
The response rate for the proposed data source was good, and the pilot test also proved the reliability of questionnaires. Interview/discussion resulted in 87% of responses among the respondents; the survey questionnaire response rate obtained was 71%, and the field observation response rate was 90% for the whole data analysis process. Hence, the data organization quality level has not been compromised.
This response rate is considered to be representative of studies of organizations. As the study agrees on the response rate to be 30%, it is considered acceptable [8]. Saunders et al. [2] argued that the questionnaire with a scale response of 20% response rate is acceptable. Low response rate should not discourage the researchers, because a great deal of published research work also achieves low response rate. Hence, the response rate of this study is acceptable and very good for the purpose of meeting the study objectives.
5.1.6 Data collection tool pretest
The pretest for questionnaires, interviews, and tools were conducted to validate that the tool content is valid or not in the sense of the respondents’ understanding. Hence, content validity (in which the questions are answered to the target without excluding important points), internal validity (in which the questions raised answer the outcomes of researchers’ target), and external validity (in which the result can generalize to all the population from the survey sample population) were reflected. It has been proved with this pilot test prior to the start of the basic data collections. Following feedback process, a few minor changes were made to the originally designed data collect tools. The pilot test made for the questionnaire test was on 10 sample sizes selected randomly from the target sectors and experts.
5.2 Secondary data collection methods
The secondary data refers to data that was collected by someone other than the user. This data source gives insights of the research area of the current state-of-the-art method. It also makes some sort of research gap that needs to be filled by the researcher. This secondary data sources could be internal and external data sources of information that may cover a wide range of areas.
Literature/desk review and industry documents and reports: To achieve the dissertation’s objectives, the researcher has conducted excessive document review and reports of the companies in both online and offline modes. From a methodological point of view, literature reviews can be comprehended as content analysis, where quantitative and qualitative aspects are mixed to assess structural (descriptive) as well as content criteria.
A literature search was conducted using the database sources like MEDLINE; Emerald; Taylor and Francis publications; EMBASE (medical literature); PsycINFO (psychological literature); Sociological Abstracts (sociological literature); accident prevention journals; US Statistics of Labor, European Safety and Health database; ABI Inform; Business Source Premier (business/management literature); EconLit (economic literature); Social Service Abstracts (social work and social service literature); and other related materials. The search strategy was focused on articles or reports that measure one or more of the dimensions within the research OSH model framework. This search strategy was based on a framework and measurement filter strategy developed by the Consensus-Based Standards for the Selection of Health Measurement Instruments (COSMIN) group. Based on screening, unrelated articles to the research model and objectives were excluded. Prior to screening, researcher (principal investigator) reviewed a sample of more than 2000 articles, websites, reports, and guidelines to determine whether they should be included for further review or reject. Discrepancies were thoroughly identified and resolved before the review of the main group of more than 300 articles commenced. After excluding the articles based on the title, keywords, and abstract, the remaining articles were reviewed in detail, and the information was extracted on the instrument that was used to assess the dimension of research interest. A complete list of items was then collated within each research targets or objectives and reviewed to identify any missing elements.
6. Methods of data analysis
Data analysis method follows the procedures listed under the following sections. The data analysis part answered the basic questions raised in the problem statement. The detailed analysis of the developed and developing countries’ experiences on OSH regarding manufacturing industries was analyzed, discussed, compared and contrasted, and synthesized.
6.1 Quantitative data analysis
Quantitative data were obtained from primary and secondary data discussed above in this chapter. This data analysis was based on their data type using Excel, SPSS 20.0, Office Word format, and other tools. This data analysis focuses on numerical/quantitative data analysis.
Before analysis, data coding of responses and analysis were made. In order to analyze the data obtained easily, the data were coded to SPSS 20.0 software as the data obtained from questionnaires. This task involved identifying, classifying, and assigning a numeric or character symbol to data, which was done in only one way pre-coded [9, 10]. In this study, all of the responses were pre-coded. They were taken from the list of responses, a number of corresponding to a particular selection was given. This process was applied to every earlier question that needed this treatment. Upon completion, the data were then entered to a statistical analysis software package, SPSS version 20.0 on Windows 10 for the next steps.
Under the data analysis, exploration of data has been made with descriptive statistics and graphical analysis. The analysis included exploring the relationship between variables and comparing groups how they affect each other. This has been done using cross tabulation/chi square, correlation, and factor analysis and using nonparametric statistic.
6.2 Qualitative data analysis
Qualitative data analysis used for triangulation of the quantitative data analysis. The interview, observation, and report records were used to support the findings. The analysis has been incorporated with the quantitative discussion results in the data analysis parts.
6.3 Data analysis software
The data were entered using SPSS 20.0 on Windows 10 and analyzed. The analysis supported with SPSS software much contributed to the finding. It had contributed to the data validation and correctness of the SPSS results. The software analyzed and compared the results of different variables used in the research questionnaires. Excel is also used to draw the pictures and calculate some analytical solutions.
7. The reliability and validity analysis of the quantitative data
7.1 Reliability of data
The reliability of measurements specifies the amount to which it is without bias (error free) and hence ensures consistent measurement across time and across the various items in the instrument [8]. In reliability analysis, it has been checked for the stability and consistency of the data. In the case of reliability analysis, the researcher checked the accuracy and precision of the procedure of measurement. Reliability has numerous definitions and approaches, but in several environments, the concept comes to be consistent [8]. The measurement fulfills the requirements of reliability when it produces consistent results during data analysis procedure. The reliability is determined through Cranach’s alpha as shown in Table 2.
Table 2.
Internal consistency and reliability test of questionnaires items.
K stands for knowledge; M, management; T, technology; C, collaboration; P, policy, standards, and regulation; H, hazards and accident conditions; PPE, personal protective equipment.
7.2 Reliability analysis
Cronbach’s alpha is a measure of internal consistency, i.e., how closely related a set of items are as a group [11]. It is considered to be a measure of scale reliability. The reliability of internal consistency most of the time is measured based on the Cronbach’s alpha value. Reliability coefficient of 0.70 and above is considered “acceptable” in most research situations [12]. In this study, reliability analysis for internal consistency of Likert-scale measurement after deleting 13 items was found similar; the reliability coefficients were found for 76 items were 0.964 and for the individual groupings made shown in Table 2. It was also found internally consistent using the Cronbach’s alpha test. Table 2 shows the internal consistency of the seven major instruments in which their reliability falls in the acceptable range for this research.
7.3 Validity
Face validity used as defined by Babbie [13] is an indicator that makes it seem a reasonable measure of some variables, and it is the subjective judgment that the instrument measures what it intends to measure in terms of relevance [14]. Thus, the researcher ensured, in this study, when developing the instruments that uncertainties were eliminated by using appropriate words and concepts in order to enhance clarity and general suitability [14]. Furthermore, the researcher submitted the instruments to the research supervisor and the joint supervisor who are both occupational health experts, to ensure validity of the measuring instruments and determine whether the instruments could be considered valid on face value.
In this study, the researcher was guided by reviewed literature related to compliance with the occupational health and safety conditions and data collection methods before he could develop the measuring instruments. In addition, the pretest study that was conducted prior to the main study assisted the researcher to avoid uncertainties of the contents in the data collection measuring instruments. A thorough inspection of the measuring instruments by the statistician and the researcher’s supervisor and joint experts, to ensure that all concepts pertaining to the study were included, ensured that the instruments were enriched.
8. Data quality management
Insight has been given to the data collectors on how to approach companies, and many of the questionnaires were distributed through MSc students at Addis Ababa Institute of Technology (AAiT) and manufacturing industries’ experience experts. This made the data quality reliable as it has been continually discussed with them. Pretesting for questionnaire was done on 10 workers to assure the quality of the data and for improvement of data collection tools. Supervision during data collection was done to understand how the data collectors are handling the questionnaire, and each filled questionnaires was checked for its completeness, accuracy, clarity, and consistency on a daily basis either face-to-face or by phone/email. The data expected in poor quality were rejected out of the acting during the screening time. Among planned 267 questionnaires, 189 were responded back. Finally, it was analyzed by the principal investigator.
9. Inclusion criteria
The data were collected from the company representative with the knowledge of OSH. Articles written in English and Amharic were included in this study. Database information obtained in relation to articles and those who have OSH area such as interventions method, method of accident identification, impact of occupational accidents, types of occupational injuries/disease, and impact of occupational accidents, and disease on productivity and costs of company and have used at least one form of feedback mechanism. No specific time period was chosen in order to access all available published papers. The questionnaire statements which are similar in the questionnaire have been rejected from the data analysis.
10. Ethical consideration
Ethical clearance was obtained from the School of Mechanical and Industrial Engineering, Institute of Technology, Addis Ababa University. Official letters were written from the School of Mechanical and Industrial Engineering to the respective manufacturing industries. The purpose of the study was explained to the study subjects. The study subjects were told that the information they provided was kept confidential and that their identities would not be revealed in association with the information they provided. Informed consent was secured from each participant. For bad working environment assessment findings, feedback will be given to all manufacturing industries involved in the study. There is a plan to give a copy of the result to the respective study manufacturing industries’ and ministries’ offices. The respondents’ privacy and their responses were not individually analyzed and included in the report.
11. Dissemination and utilization of the result
The result of this study will be presented to the Addis Ababa University, AAiT, School of Mechanical and Industrial Engineering. It will also be communicated to the Ethiopian manufacturing industries, Ministry of Labor and Social Affair, Ministry of Industry, and Ministry of Health from where the data was collected. The result will also be availed by publication and online presentation in Google Scholars. To this end, about five articles were published and disseminated to the whole world.
12. Conclusion
The research methodology and design indicated overall process of the flow of the research for the given study. The data sources and data collection methods were used. The overall research strategies and framework are indicated in this research process from problem formulation to problem validation including all the parameters. It has laid some foundation and how research methodology is devised and framed for researchers. This means, it helps researchers to consider it as one of the samples and models for the research data collection and process from the beginning of the problem statement to the research finding. Especially, this research flow helps new researchers to the research environment and methodology in particular.
Conflict of interest
There is no “conflict of interest.”
\n',keywords:"research design, methodology, sampling, data sources, population, workplace",chapterPDFUrl:"https://cdn.intechopen.com/pdfs/68505.pdf",chapterXML:"https://mts.intechopen.com/source/xml/68505.xml",downloadPdfUrl:"/chapter/pdf-download/68505",previewPdfUrl:"/chapter/pdf-preview/68505",totalDownloads:17490,totalViews:0,totalCrossrefCites:1,dateSubmitted:"January 23rd 2019",dateReviewed:"March 8th 2019",datePrePublished:"August 7th 2019",datePublished:null,dateFinished:null,readingETA:"0",abstract:"There are a number of approaches used in this research method design. The purpose of this chapter is to design the methodology of the research approach through mixed types of research techniques. The research approach also supports the researcher on how to come across the research result findings. In this chapter, the general design of the research and the methods used for data collection are explained in detail. It includes three main parts. The first part gives a highlight about the dissertation design. The second part discusses about qualitative and quantitative data collection methods. The last part illustrates the general research framework. The purpose of this section is to indicate how the research was conducted throughout the study periods.",reviewType:"peer-reviewed",bibtexUrl:"/chapter/bibtex/68505",risUrl:"/chapter/ris/68505",signatures:"Kassu Jilcha Sileyew",book:{id:"8511",title:"Cyberspace",subtitle:null,fullTitle:"Cyberspace",slug:"cyberspace",publishedDate:"June 17th 2020",bookSignature:"Evon Abu-Taieh, Abdelkrim El Mouatasim and Issam H. Al Hadid",coverURL:"https://cdn.intechopen.com/books/images_new/8511.jpg",licenceType:"CC BY 3.0",editedByType:"Edited by",editors:[{id:"223522",title:"Dr.",name:"Evon",middleName:"M.O.",surname:"Abu-Taieh",slug:"evon-abu-taieh",fullName:"Evon Abu-Taieh"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"}},authors:null,sections:[{id:"sec_1",title:"1. Introduction",level:"1"},{id:"sec_2",title:"2. Research design",level:"1"},{id:"sec_3",title:"3. Research methodology",level:"1"},{id:"sec_3_2",title:"3.1 The study area",level:"2"},{id:"sec_4_2",title:"3.2 Data sources",level:"2"},{id:"sec_4_3",title:"3.2.1 Primary data sources",level:"3"},{id:"sec_5_3",title:"3.2.2 Secondary data",level:"3"},{id:"sec_8",title:"4. Population and sample size",level:"1"},{id:"sec_8_2",title:"4.1 Population",level:"2"},{id:"sec_9_2",title:"4.2 Questionnaire sample size determination",level:"2"},{id:"sec_10_2",title:"4.3 Workplace site exposure measurement sample determination",level:"2"},{id:"sec_12",title:"5. Data collection methods",level:"1"},{id:"sec_12_2",title:"5.1 Primary data collection methods",level:"2"},{id:"sec_12_3",title:"5.1.1 Workplace site observation data collection",level:"3"},{id:"sec_13_3",title:"5.1.2 Data collection through interview",level:"3"},{id:"sec_14_3",title:"5.1.3 Data collection through questionnaires",level:"3"},{id:"sec_15_3",title:"5.1.4 Data obtained from experts’ opinion",level:"3"},{id:"sec_16_3",title:"Table 1.",level:"3"},{id:"sec_17_3",title:"5.1.6 Data collection tool pretest",level:"3"},{id:"sec_19_2",title:"5.2 Secondary data collection methods",level:"2"},{id:"sec_21",title:"6. Methods of data analysis",level:"1"},{id:"sec_21_2",title:"6.1 Quantitative data analysis",level:"2"},{id:"sec_22_2",title:"6.2 Qualitative data analysis",level:"2"},{id:"sec_23_2",title:"6.3 Data analysis software",level:"2"},{id:"sec_25",title:"7. The reliability and validity analysis of the quantitative data",level:"1"},{id:"sec_25_2",title:"7.1 Reliability of data",level:"2"},{id:"sec_26_2",title:"7.2 Reliability analysis",level:"2"},{id:"sec_27_2",title:"7.3 Validity",level:"2"},{id:"sec_29",title:"8. Data quality management",level:"1"},{id:"sec_30",title:"9. Inclusion criteria",level:"1"},{id:"sec_31",title:"10. Ethical consideration",level:"1"},{id:"sec_32",title:"11. Dissemination and utilization of the result",level:"1"},{id:"sec_33",title:"12. Conclusion",level:"1"},{id:"sec_37",title:"Conflict of interest",level:"1"}],chapterReferences:[{id:"B1",body:'Aaker A, Kumar VD, George S. Marketing Research. New York: John Wiley & Sons Inc; 2000'},{id:"B2",body:'Saunders M, Lewis P, Thornhill A. Research Methods for Business Student. 5th ed. Edinburgh Gate: Pearson Education Limited; 2009'},{id:"B3",body:'Miller P. Motivation in the Workplace. Work and Organizational Psychology. Oxford: Blackwell Publishers; 1991'},{id:"B4",body:'Fraenkel FJ, Warren NE. How to Design and Evaluate Research in Education. 4th ed. New York: McGraw-Hill; 2002'},{id:"B5",body:'Danniel WW. Biostatist: A Foundation for Analysis in the Health Science. 7th ed. New York: John Wiley & Sons; 1999'},{id:"B6",body:'Cochran WG. Sampling Techniques. 3rd ed. New York: John Wiley & Sons; 1977'},{id:"B7",body:'Saaty TL. The Analytical Hierarchy Process. Pittsburg: PWS Publications; 1990'},{id:"B8",body:'Sekaran U, Bougie R. Research Methods for Business: A Skill Building Approach. 5th ed. New Delhi: John Wiley & Sons, Ltd; 2010. pp. 1-468'},{id:"B9",body:'Luck DJ, Rubin RS. Marketing Research. 7th ed. New Jersey: Prentice-Hall International; 1987'},{id:"B10",body:'Wong TC. Marketing Research. Oxford, UK: Butterworth-Heinemann; 1999'},{id:"B11",body:'Cronbach LJ. Coefficient alpha and the internal structure of tests. Psychometrika. 1951;16:297-334'},{id:"B12",body:'Tavakol M, Dennick R. Making sense of Cronbach’s alpha. International Journal of Medical Education. 2011;2:53-55. DOI: 10.5116/ijme.4dfb.8dfd'},{id:"B13",body:'Babbie E. The Practice of Social Research. 12th ed. Belmont, CA: Wadsworth; 2010'},{id:"B14",body:'Polit DF, Beck CT. Generating and Assessing Evidence for Nursing Practice. 8th ed. Williams and Wilkins: Lippincott; 2008'}],footnotes:[],contributors:[{corresp:"yes",contributorFullName:"Kassu Jilcha Sileyew",address:"jkassu@gmail.com",affiliation:'
School of Mechanical and Industrial Engineering, Addis Ababa Institute of Technology, Addis Ababa University, Addis Ababa, Ethiopia
'}],corrections:null},book:{id:"8511",title:"Cyberspace",subtitle:null,fullTitle:"Cyberspace",slug:"cyberspace",publishedDate:"June 17th 2020",bookSignature:"Evon Abu-Taieh, Abdelkrim El Mouatasim and Issam H. Al Hadid",coverURL:"https://cdn.intechopen.com/books/images_new/8511.jpg",licenceType:"CC BY 3.0",editedByType:"Edited by",editors:[{id:"223522",title:"Dr.",name:"Evon",middleName:"M.O.",surname:"Abu-Taieh",slug:"evon-abu-taieh",fullName:"Evon Abu-Taieh"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"}}},profile:{item:{id:"111381",title:"Dr.",name:"Armando",middleName:null,surname:"Ferro",email:"armando.ferro@ehu.es",fullName:"Armando Ferro",slug:"armando-ferro",position:null,biography:null,institutionString:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",totalCites:0,totalChapterViews:"0",outsideEditionCount:0,totalAuthoredChapters:"1",totalEditedBooks:"0",personalWebsiteURL:null,twitterURL:null,linkedinURL:null,institution:{name:"University of the Basque Country",institutionURL:null,country:{name:"Spain"}}},booksEdited:[],chaptersAuthored:[{title:"Modelling a Network Traffic Probe Over a Multiprocessor Architecture",slug:"modelling-a-network-traffic-probe-over-a-multiprocessor-architecture",abstract:null,signatures:"Luis Zabala, Armando Ferro, Alberto Pineda and Alejandro Muñoz",authors:[{id:"111211",title:"Mr.",name:"Alejandro",surname:"Muñoz",fullName:"Alejandro Muñoz",slug:"alejandro-munoz",email:"alex.munoz@ehu.es"},{id:"111364",title:"Mr.",name:"Luis",surname:"Zabala",fullName:"Luis Zabala",slug:"luis-zabala",email:"luis.zabala@ehu.es"},{id:"111381",title:"Dr.",name:"Armando",surname:"Ferro",fullName:"Armando Ferro",slug:"armando-ferro",email:"armando.ferro@ehu.es"},{id:"138241",title:"Mr.",name:"Alberto",surname:"Pineda",fullName:"Alberto Pineda",slug:"alberto-pineda",email:"alberto.pineda@ehu.es"}],book:{title:"Telecommunications Networks",slug:"telecommunications-networks-current-status-and-future-trends",productType:{id:"1",title:"Edited Volume"}}}],collaborators:[{id:"12683",title:"Prof.",name:"Oreste",surname:"Andrisano",slug:"oreste-andrisano",fullName:"Oreste Andrisano",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Bologna",institutionURL:null,country:{name:"Italy"}}},{id:"22010",title:"Prof.",name:"Antonio F.",surname:"Gómez-Skarmeta",slug:"antonio-f.-gomez-skarmeta",fullName:"Antonio F. Gómez-Skarmeta",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Murcia",institutionURL:null,country:{name:"Spain"}}},{id:"22510",title:"Dr.",name:"Paulo Henrique",surname:"Carvalho",slug:"paulo-henrique-carvalho",fullName:"Paulo Henrique Carvalho",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Brasília",institutionURL:null,country:{name:"Brazil"}}},{id:"103420",title:"Dr.",name:"Priscila",surname:"Barreto",slug:"priscila-barreto",fullName:"Priscila Barreto",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of New Brunswick",institutionURL:null,country:{name:"Canada"}}},{id:"107022",title:"Dr.",name:"Rafael",surname:"Marin-Lopez",slug:"rafael-marin-lopez",fullName:"Rafael Marin-Lopez",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Murcia",institutionURL:null,country:{name:"Spain"}}},{id:"107028",title:"Mr.",name:"Fernando",surname:"Pereniguez-Garcia",slug:"fernando-pereniguez-garcia",fullName:"Fernando Pereniguez-Garcia",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Murcia",institutionURL:null,country:{name:"Spain"}}},{id:"108459",title:"Mr.",name:"Brahim",surname:"Raouyane",slug:"brahim-raouyane",fullName:"Brahim Raouyane",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:null},{id:"111343",title:"Dr.",name:"Marcio",surname:"De Deus",slug:"marcio-de-deus",fullName:"Marcio De Deus",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Brasília",institutionURL:null,country:{name:"Brazil"}}},{id:"116207",title:"Dr.",name:"Andrea",surname:"Toppan",slug:"andrea-toppan",fullName:"Andrea Toppan",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Bologna",institutionURL:null,country:{name:"Italy"}}},{id:"138808",title:"Prof.",name:"Mostapha",surname:"Bellafkih",slug:"mostapha-bellafkih",fullName:"Mostapha Bellafkih",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:null}]},generic:{page:{slug:"partnerships",title:"Partnerships",intro:"
IntechOpen has always supported new and evolving ideas in scholarly publishing. We understand the community we serve, but to provide an even better service for our IntechOpen Authors and Academic Editors, we have partnered with leading companies and associations in the scientific field and beyond.
",metaTitle:"Partnerships",metaDescription:"IntechOpen was built by scientists, for scientists. We understand the community we serve, but to bring an even better service to the table for IntechOpen Authors and Academic Editors, we partnered with the leading companies and associations in the industry and beyond.",metaKeywords:null,canonicalURL:"/page/partnerships",contentRaw:'[{"type":"htmlEditorComponent","content":"
ALPSP
\\n\\n
\\n\\t
The Association of Learned and Professional Society Publishers (ALPSP) is the largest association of scholarly and professional publishers in the world. Its mission is to connect, inform, develop and represent the international scholarly and professional publishing community. IntechOpen has been a member of ALPSP since 2016 and has consequently stayed informed about industry trends through connecting with peers and developing jointly.
\\n
\\n\\n
OASPA
\\n\\n
\\n\\t
The Open Access Scholarly Publishers Association (OASPA) was established in 2008 to represent the interests of Open Access (OA) publishers globally in all scientific, technical and scholarly disciplines. Its mission is carried out through exchange of information, the setting of standards, advancing models, advocacy, education, and the promotion of innovation.
\\n
\\n\\n
STM
\\n\\n
\\n\\t
The International Association of Scientific, Technical and Medical Publishers (STM) is the leading global trade association for academic and professional publishers. As a member, IntechOpen has not only made a commitment to STM's Ethical Principles.
\\n
\\n\\n
COPE
\\n\\n
\\n\\t
The Committee on Publication Ethics (COPE) provides advice to editors and publishers on all aspects of publication ethics and, in particular, how to handle cases of misconduct in research and publication. IntechOpen has been a member of COPE since 2013 and adheres to the COPE Code of Conduct and Best Practice Guidelines, ensuring that we maintain the highest ethical standards.
\\n
\\n\\n
Creative Commons
\\n\\n
\\n\\t
Creative Commons (CC) is a nonprofit organization that enables the sharing and use of creativity and knowledge through free legal tools. IntechOpen uses the CC BY 3.0 license for chapters, meaning Authors retain copyright and their work can be reused and adapted as long as the source is properly cited and Authors are acknowledged.
\\n
\\n\\n
Crossref
\\n\\n
\\n\\t
Crossref is the official Digital Object Identifier (DOI) Registration Agency for scholarly and professional publications with a goal of making scholarly communications more effective. IntechOpen deposits metadata and registers DOIs for all content using the Crossref System. IntechOpen also deposits its references and uses the Crossref Cited-by service that enables researchers to track citation statistics.
\\n
\\n\\n
Altmetric and Dimensions from Digital Science
\\n\\n
\\n\\t
Digital Science is a technology company serving the needs of scientific and research communities at key points along the full cycle of research. They support innovative businesses and technologies that make all parts of the research process more open, efficient and effective. IntechOpen integrates tools such as Altmetric to enable our researchers to track and measure the activity around their academic research and Dimensions, to ease access to the most relevant information and better understand and analyze the global research landscape.
\\n
\\n\\n
CLOCKSS
\\n\\n
\\n\\t
CLOCKSS preserves scholarly publications in original formats, ensuring that they always remain available and openly accessible to everyone.
\\n
\\n\\n
Counter
\\n\\n
\\n\\t
COUNTER provides the Code of Practice that enables publishers and vendors to report usage of their electronic resources in a consistent way. This enables libraries to compare data received from different publishers and vendors.
\\n
\\n\\n
DORA
\\n\\n
\\n\\t
DORA is a worldwide initiative covering all scholarly disciplines which recognizes the need to improve the ways in which the outputs of scholarly research are evaluated and seeks to develop and promote best practice. To date it has been signed by over 1500 organizations and around 14,700 individuals.
\\n
\\n\\n
iThenticate
\\n\\n
\\n\\t
iThenticate is the leading provider of professional plagiarism detection and prevention technology and is used worldwide by scholarly publishers and research institutions to ensure the originality of written work before publication. IntechOpen uses the iThenticate plagiarism software to ensure content originality and the research integrity of our published work.
\\n
\\n\\n
Enago
\\n\\n
\\n\\t
IntechOpen collaborates with Enago, through its sister brand, Ulatus, one of the world’s leading providers of book translation services. Their services are designed to convey the essence of your work to readers from across the globe in the language they understand.
\\n\\t
IntechOpen Authors that wish to use this service will receive a 20% discount on all translation services. To find out more information or obtain a quote, please visit https://www.enago.com/intech
\\n
\\n\\n
SPi Global
\\n\\n
\\n\\t
SPi Global is the market leader in technology-driven solutions for the extraction, enrichment and transformation of content assets. IntechOpen publishing services are designed to meet the unique needs of Authors. As part of our commitment to that objective, we have an ongoing partnership agreement for production solutions.
\\n
\\n\\n
Amazon
\\n\\n
\\n\\t
Amazon is the world’s largest online retailer and cloud services provider. IntechOpen books have been available on Amazon since 2017, guaranteeing more visibility for our Authors and Academic Editors.
\\n
\\n\\n
DHL
\\n\\n
\\n\\t
IntechOpen has partnered with DHL since 2011 to ensure the fastest delivery of Print on Demand books.
The Association of Learned and Professional Society Publishers (ALPSP) is the largest association of scholarly and professional publishers in the world. Its mission is to connect, inform, develop and represent the international scholarly and professional publishing community. IntechOpen has been a member of ALPSP since 2016 and has consequently stayed informed about industry trends through connecting with peers and developing jointly.
\n
\n\n
OASPA
\n\n
\n\t
The Open Access Scholarly Publishers Association (OASPA) was established in 2008 to represent the interests of Open Access (OA) publishers globally in all scientific, technical and scholarly disciplines. Its mission is carried out through exchange of information, the setting of standards, advancing models, advocacy, education, and the promotion of innovation.
\n
\n\n
STM
\n\n
\n\t
The International Association of Scientific, Technical and Medical Publishers (STM) is the leading global trade association for academic and professional publishers. As a member, IntechOpen has not only made a commitment to STM's Ethical Principles.
\n
\n\n
COPE
\n\n
\n\t
The Committee on Publication Ethics (COPE) provides advice to editors and publishers on all aspects of publication ethics and, in particular, how to handle cases of misconduct in research and publication. IntechOpen has been a member of COPE since 2013 and adheres to the COPE Code of Conduct and Best Practice Guidelines, ensuring that we maintain the highest ethical standards.
\n
\n\n
Creative Commons
\n\n
\n\t
Creative Commons (CC) is a nonprofit organization that enables the sharing and use of creativity and knowledge through free legal tools. IntechOpen uses the CC BY 3.0 license for chapters, meaning Authors retain copyright and their work can be reused and adapted as long as the source is properly cited and Authors are acknowledged.
\n
\n\n
Crossref
\n\n
\n\t
Crossref is the official Digital Object Identifier (DOI) Registration Agency for scholarly and professional publications with a goal of making scholarly communications more effective. IntechOpen deposits metadata and registers DOIs for all content using the Crossref System. IntechOpen also deposits its references and uses the Crossref Cited-by service that enables researchers to track citation statistics.
\n
\n\n
Altmetric and Dimensions from Digital Science
\n\n
\n\t
Digital Science is a technology company serving the needs of scientific and research communities at key points along the full cycle of research. They support innovative businesses and technologies that make all parts of the research process more open, efficient and effective. IntechOpen integrates tools such as Altmetric to enable our researchers to track and measure the activity around their academic research and Dimensions, to ease access to the most relevant information and better understand and analyze the global research landscape.
\n
\n\n
CLOCKSS
\n\n
\n\t
CLOCKSS preserves scholarly publications in original formats, ensuring that they always remain available and openly accessible to everyone.
\n
\n\n
Counter
\n\n
\n\t
COUNTER provides the Code of Practice that enables publishers and vendors to report usage of their electronic resources in a consistent way. This enables libraries to compare data received from different publishers and vendors.
\n
\n\n
DORA
\n\n
\n\t
DORA is a worldwide initiative covering all scholarly disciplines which recognizes the need to improve the ways in which the outputs of scholarly research are evaluated and seeks to develop and promote best practice. To date it has been signed by over 1500 organizations and around 14,700 individuals.
\n
\n\n
iThenticate
\n\n
\n\t
iThenticate is the leading provider of professional plagiarism detection and prevention technology and is used worldwide by scholarly publishers and research institutions to ensure the originality of written work before publication. IntechOpen uses the iThenticate plagiarism software to ensure content originality and the research integrity of our published work.
\n
\n\n
Enago
\n\n
\n\t
IntechOpen collaborates with Enago, through its sister brand, Ulatus, one of the world’s leading providers of book translation services. Their services are designed to convey the essence of your work to readers from across the globe in the language they understand.
\n\t
IntechOpen Authors that wish to use this service will receive a 20% discount on all translation services. To find out more information or obtain a quote, please visit https://www.enago.com/intech
\n
\n\n
SPi Global
\n\n
\n\t
SPi Global is the market leader in technology-driven solutions for the extraction, enrichment and transformation of content assets. IntechOpen publishing services are designed to meet the unique needs of Authors. As part of our commitment to that objective, we have an ongoing partnership agreement for production solutions.
\n
\n\n
Amazon
\n\n
\n\t
Amazon is the world’s largest online retailer and cloud services provider. IntechOpen books have been available on Amazon since 2017, guaranteeing more visibility for our Authors and Academic Editors.
\n
\n\n
DHL
\n\n
\n\t
IntechOpen has partnered with DHL since 2011 to ensure the fastest delivery of Print on Demand books.
\n
\n'}]},successStories:{items:[]},authorsAndEditors:{filterParams:{sort:"featured,name"},profiles:[{id:"6700",title:"Dr.",name:"Abbass A.",middleName:null,surname:"Hashim",slug:"abbass-a.-hashim",fullName:"Abbass A. Hashim",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/6700/images/1864_n.jpg",biography:"Currently I am carrying out research in several areas of interest, mainly covering work on chemical and bio-sensors, semiconductor thin film device fabrication and characterisation.\nAt the moment I have very strong interest in radiation environmental pollution and bacteriology treatment. The teams of researchers are working very hard to bring novel results in this field. I am also a member of the team in charge for the supervision of Ph.D. students in the fields of development of silicon based planar waveguide sensor devices, study of inelastic electron tunnelling in planar tunnelling nanostructures for sensing applications and development of organotellurium(IV) compounds for semiconductor applications. I am a specialist in data analysis techniques and nanosurface structure. I have served as the editor for many books, been a member of the editorial board in science journals, have published many papers and hold many patents.",institutionString:null,institution:{name:"Sheffield Hallam University",country:{name:"United Kingdom"}}},{id:"54525",title:"Prof.",name:"Abdul Latif",middleName:null,surname:"Ahmad",slug:"abdul-latif-ahmad",fullName:"Abdul Latif Ahmad",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:null},{id:"20567",title:"Prof.",name:"Ado",middleName:null,surname:"Jorio",slug:"ado-jorio",fullName:"Ado Jorio",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Universidade Federal de Minas Gerais",country:{name:"Brazil"}}},{id:"47940",title:"Dr.",name:"Alberto",middleName:null,surname:"Mantovani",slug:"alberto-mantovani",fullName:"Alberto Mantovani",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:null},{id:"12392",title:"Mr.",name:"Alex",middleName:null,surname:"Lazinica",slug:"alex-lazinica",fullName:"Alex Lazinica",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/12392/images/7282_n.png",biography:"Alex Lazinica is the founder and CEO of IntechOpen. After obtaining a Master's degree in Mechanical Engineering, he continued his PhD studies in Robotics at the Vienna University of Technology. Here he worked as a robotic researcher with the university's Intelligent Manufacturing Systems Group as well as a guest researcher at various European universities, including the Swiss Federal Institute of Technology Lausanne (EPFL). During this time he published more than 20 scientific papers, gave presentations, served as a reviewer for major robotic journals and conferences and most importantly he co-founded and built the International Journal of Advanced Robotic Systems- world's first Open Access journal in the field of robotics. Starting this journal was a pivotal point in his career, since it was a pathway to founding IntechOpen - Open Access publisher focused on addressing academic researchers needs. Alex is a personification of IntechOpen key values being trusted, open and entrepreneurial. Today his focus is on defining the growth and development strategy for the company.",institutionString:null,institution:{name:"TU Wien",country:{name:"Austria"}}},{id:"19816",title:"Prof.",name:"Alexander",middleName:null,surname:"Kokorin",slug:"alexander-kokorin",fullName:"Alexander Kokorin",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/19816/images/1607_n.jpg",biography:"Alexander I. Kokorin: born: 1947, Moscow; DSc., PhD; Principal Research Fellow (Research Professor) of Department of Kinetics and Catalysis, N. Semenov Institute of Chemical Physics, Russian Academy of Sciences, Moscow.\r\nArea of research interests: physical chemistry of complex-organized molecular and nanosized systems, including polymer-metal complexes; the surface of doped oxide semiconductors. He is an expert in structural, absorptive, catalytic and photocatalytic properties, in structural organization and dynamic features of ionic liquids, in magnetic interactions between paramagnetic centers. The author or co-author of 3 books, over 200 articles and reviews in scientific journals and books. He is an actual member of the International EPR/ESR Society, European Society on Quantum Solar Energy Conversion, Moscow House of Scientists, of the Board of Moscow Physical Society.",institutionString:null,institution:{name:"Semenov Institute of Chemical Physics",country:{name:"Russia"}}},{id:"62389",title:"PhD.",name:"Ali Demir",middleName:null,surname:"Sezer",slug:"ali-demir-sezer",fullName:"Ali Demir Sezer",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/62389/images/3413_n.jpg",biography:"Dr. Ali Demir Sezer has a Ph.D. from Pharmaceutical Biotechnology at the Faculty of Pharmacy, University of Marmara (Turkey). He is the member of many Pharmaceutical Associations and acts as a reviewer of scientific journals and European projects under different research areas such as: drug delivery systems, nanotechnology and pharmaceutical biotechnology. Dr. Sezer is the author of many scientific publications in peer-reviewed journals and poster communications. Focus of his research activity is drug delivery, physico-chemical characterization and biological evaluation of biopolymers micro and nanoparticles as modified drug delivery system, and colloidal drug carriers (liposomes, nanoparticles etc.).",institutionString:null,institution:{name:"Marmara University",country:{name:"Turkey"}}},{id:"61051",title:"Prof.",name:"Andrea",middleName:null,surname:"Natale",slug:"andrea-natale",fullName:"Andrea Natale",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:null},{id:"100762",title:"Prof.",name:"Andrea",middleName:null,surname:"Natale",slug:"andrea-natale",fullName:"Andrea Natale",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"St David's Medical Center",country:{name:"United States of America"}}},{id:"107416",title:"Dr.",name:"Andrea",middleName:null,surname:"Natale",slug:"andrea-natale",fullName:"Andrea Natale",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Texas Cardiac Arrhythmia",country:{name:"United States of America"}}},{id:"64434",title:"Dr.",name:"Angkoon",middleName:null,surname:"Phinyomark",slug:"angkoon-phinyomark",fullName:"Angkoon Phinyomark",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/64434/images/2619_n.jpg",biography:"My name is Angkoon Phinyomark. I received a B.Eng. degree in Computer Engineering with First Class Honors in 2008 from Prince of Songkla University, Songkhla, Thailand, where I received a Ph.D. degree in Electrical Engineering. My research interests are primarily in the area of biomedical signal processing and classification notably EMG (electromyography signal), EOG (electrooculography signal), and EEG (electroencephalography signal), image analysis notably breast cancer analysis and optical coherence tomography, and rehabilitation engineering. I became a student member of IEEE in 2008. During October 2011-March 2012, I had worked at School of Computer Science and Electronic Engineering, University of Essex, Colchester, Essex, United Kingdom. In addition, during a B.Eng. I had been a visiting research student at Faculty of Computer Science, University of Murcia, Murcia, Spain for three months.\n\nI have published over 40 papers during 5 years in refereed journals, books, and conference proceedings in the areas of electro-physiological signals processing and classification, notably EMG and EOG signals, fractal analysis, wavelet analysis, texture analysis, feature extraction and machine learning algorithms, and assistive and rehabilitative devices. I have several computer programming language certificates, i.e. Sun Certified Programmer for the Java 2 Platform 1.4 (SCJP), Microsoft Certified Professional Developer, Web Developer (MCPD), Microsoft Certified Technology Specialist, .NET Framework 2.0 Web (MCTS). I am a Reviewer for several refereed journals and international conferences, such as IEEE Transactions on Biomedical Engineering, IEEE Transactions on Industrial Electronics, Optic Letters, Measurement Science Review, and also a member of the International Advisory Committee for 2012 IEEE Business Engineering and Industrial Applications and 2012 IEEE Symposium on Business, Engineering and Industrial Applications.",institutionString:null,institution:{name:"Joseph Fourier University",country:{name:"France"}}},{id:"55578",title:"Dr.",name:"Antonio",middleName:null,surname:"Jurado-Navas",slug:"antonio-jurado-navas",fullName:"Antonio Jurado-Navas",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/55578/images/4574_n.png",biography:"Antonio Jurado-Navas received the M.S. degree (2002) and the Ph.D. degree (2009) in Telecommunication Engineering, both from the University of Málaga (Spain). He first worked as a consultant at Vodafone-Spain. From 2004 to 2011, he was a Research Assistant with the Communications Engineering Department at the University of Málaga. In 2011, he became an Assistant Professor in the same department. From 2012 to 2015, he was with Ericsson Spain, where he was working on geo-location\ntools for third generation mobile networks. Since 2015, he is a Marie-Curie fellow at the Denmark Technical University. His current research interests include the areas of mobile communication systems and channel modeling in addition to atmospheric optical communications, adaptive optics and statistics",institutionString:null,institution:{name:"University of Malaga",country:{name:"Spain"}}}],filtersByRegion:[{group:"region",caption:"North America",value:1,count:5766},{group:"region",caption:"Middle and South America",value:2,count:5228},{group:"region",caption:"Africa",value:3,count:1717},{group:"region",caption:"Asia",value:4,count:10370},{group:"region",caption:"Australia and Oceania",value:5,count:897},{group:"region",caption:"Europe",value:6,count:15790}],offset:12,limit:12,total:118192},chapterEmbeded:{data:{}},editorApplication:{success:null,errors:{}},ofsBooks:{filterParams:{hasnoeditors:"0",sort:"dateendthirdsteppublish"},books:[],filtersByTopic:[{group:"topic",caption:"Agricultural and Biological Sciences",value:5,count:6},{group:"topic",caption:"Biochemistry, Genetics and Molecular Biology",value:6,count:6},{group:"topic",caption:"Business, Management and Economics",value:7,count:4},{group:"topic",caption:"Chemistry",value:8,count:1},{group:"topic",caption:"Computer and Information Science",value:9,count:5},{group:"topic",caption:"Earth and Planetary Sciences",value:10,count:3},{group:"topic",caption:"Engineering",value:11,count:4},{group:"topic",caption:"Environmental Sciences",value:12,count:4},{group:"topic",caption:"Immunology and Microbiology",value:13,count:2},{group:"topic",caption:"Mathematics",value:15,count:3},{group:"topic",caption:"Medicine",value:16,count:27},{group:"topic",caption:"Neuroscience",value:18,count:1},{group:"topic",caption:"Pharmacology, Toxicology and Pharmaceutical Science",value:19,count:3},{group:"topic",caption:"Physics",value:20,count:2},{group:"topic",caption:"Psychology",value:21,count:3},{group:"topic",caption:"Robotics",value:22,count:4},{group:"topic",caption:"Social Sciences",value:23,count:3},{group:"topic",caption:"Technology",value:24,count:1}],offset:0,limit:12,total:null},popularBooks:{featuredBooks:[{type:"book",id:"9385",title:"Renewable Energy",subtitle:"Technologies and Applications",isOpenForSubmission:!1,hash:"a6b446d19166f17f313008e6c056f3d8",slug:"renewable-energy-technologies-and-applications",bookSignature:"Tolga Taner, Archana Tiwari and Taha Selim Ustun",coverURL:"https://cdn.intechopen.com/books/images_new/9385.jpg",editors:[{id:"197240",title:"Associate Prof.",name:"Tolga",middleName:null,surname:"Taner",slug:"tolga-taner",fullName:"Tolga Taner"}],equalEditorOne:{id:"186791",title:"Dr.",name:"Archana",middleName:null,surname:"Tiwari",slug:"archana-tiwari",fullName:"Archana Tiwari",profilePictureURL:"https://mts.intechopen.com/storage/users/186791/images/system/186791.jpg",biography:"Dr. Archana Tiwari is Associate Professor at Amity University, India. Her research interests include renewable sources of energy from microalgae and further utilizing the residual biomass for the generation of value-added products, bioremediation through microalgae and microbial consortium, antioxidative enzymes and stress, and nutraceuticals from microalgae. She has been working on algal biotechnology for the last two decades. She has published her research in many international journals and has authored many books and chapters with renowned publishing houses. She has also delivered talks as an invited speaker at many national and international conferences. Dr. Tiwari is the recipient of several awards including Researcher of the Year and Distinguished Scientist.",institutionString:"Amity University",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"3",totalChapterViews:"0",totalEditedBooks:"1",institution:{name:"Amity University",institutionURL:null,country:{name:"India"}}},equalEditorTwo:{id:"197609",title:"Prof.",name:"Taha Selim",middleName:null,surname:"Ustun",slug:"taha-selim-ustun",fullName:"Taha Selim Ustun",profilePictureURL:"https://mts.intechopen.com/storage/users/197609/images/system/197609.jpeg",biography:"Dr. Taha Selim Ustun received a Ph.D. in Electrical Engineering from Victoria University, Melbourne, Australia. He is a researcher with the Fukushima Renewable Energy Institute, AIST (FREA), where he leads the Smart Grid Cybersecurity Laboratory. Prior to that, he was a faculty member with the School of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA, USA. His current research interests include power systems protection, communication in power networks, distributed generation, microgrids, electric vehicle integration, and cybersecurity in smart grids. He serves on the editorial boards of IEEE Access, IEEE Transactions on Industrial Informatics, Energies, Electronics, Electricity, World Electric Vehicle and Information journals. Dr. Ustun is a member of the IEEE 2004 and 2800, IEC Renewable Energy Management WG 8, and IEC TC 57 WG17. He has been invited to run specialist courses in Africa, India, and China. He has delivered talks for the Qatar Foundation, the World Energy Council, the Waterloo Global Science Initiative, and the European Union Energy Initiative (EUEI). His research has attracted funding from prestigious programs in Japan, Australia, the European Union, and North America.",institutionString:"Fukushima Renewable Energy Institute, AIST (FREA)",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"1",totalChapterViews:"0",totalEditedBooks:"0",institution:{name:"National Institute of Advanced Industrial Science and Technology",institutionURL:null,country:{name:"Japan"}}},equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10065",title:"Wavelet Theory",subtitle:null,isOpenForSubmission:!1,hash:"d8868e332169597ba2182d9b004d60de",slug:"wavelet-theory",bookSignature:"Somayeh Mohammady",coverURL:"https://cdn.intechopen.com/books/images_new/10065.jpg",editors:[{id:"109280",title:"Dr.",name:"Somayeh",middleName:null,surname:"Mohammady",slug:"somayeh-mohammady",fullName:"Somayeh Mohammady"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9644",title:"Glaciers and the Polar Environment",subtitle:null,isOpenForSubmission:!1,hash:"e8cfdc161794e3753ced54e6ff30873b",slug:"glaciers-and-the-polar-environment",bookSignature:"Masaki Kanao, Danilo Godone and Niccolò Dematteis",coverURL:"https://cdn.intechopen.com/books/images_new/9644.jpg",editors:[{id:"51959",title:"Dr.",name:"Masaki",middleName:null,surname:"Kanao",slug:"masaki-kanao",fullName:"Masaki Kanao"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"8985",title:"Natural Resources Management and Biological Sciences",subtitle:null,isOpenForSubmission:!1,hash:"5c2e219a6c021a40b5a20c041dea88c4",slug:"natural-resources-management-and-biological-sciences",bookSignature:"Edward R. Rhodes and Humood Naser",coverURL:"https://cdn.intechopen.com/books/images_new/8985.jpg",editors:[{id:"280886",title:"Prof.",name:"Edward R",middleName:null,surname:"Rhodes",slug:"edward-r-rhodes",fullName:"Edward R Rhodes"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9671",title:"Macrophages",subtitle:null,isOpenForSubmission:!1,hash:"03b00fdc5f24b71d1ecdfd75076bfde6",slug:"macrophages",bookSignature:"Hridayesh Prakash",coverURL:"https://cdn.intechopen.com/books/images_new/9671.jpg",editors:[{id:"287184",title:"Dr.",name:"Hridayesh",middleName:null,surname:"Prakash",slug:"hridayesh-prakash",fullName:"Hridayesh Prakash"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9313",title:"Clay Science and Technology",subtitle:null,isOpenForSubmission:!1,hash:"6fa7e70396ff10620e032bb6cfa6fb72",slug:"clay-science-and-technology",bookSignature:"Gustavo Morari Do Nascimento",coverURL:"https://cdn.intechopen.com/books/images_new/9313.jpg",editors:[{id:"7153",title:"Prof.",name:"Gustavo",middleName:null,surname:"Morari Do Nascimento",slug:"gustavo-morari-do-nascimento",fullName:"Gustavo Morari Do Nascimento"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9888",title:"Nuclear Power Plants",subtitle:"The Processes from the Cradle to the Grave",isOpenForSubmission:!1,hash:"c2c8773e586f62155ab8221ebb72a849",slug:"nuclear-power-plants-the-processes-from-the-cradle-to-the-grave",bookSignature:"Nasser Awwad",coverURL:"https://cdn.intechopen.com/books/images_new/9888.jpg",editors:[{id:"145209",title:"Prof.",name:"Nasser",middleName:"S",surname:"Awwad",slug:"nasser-awwad",fullName:"Nasser Awwad"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9027",title:"Human Blood Group Systems and Haemoglobinopathies",subtitle:null,isOpenForSubmission:!1,hash:"d00d8e40b11cfb2547d1122866531c7e",slug:"human-blood-group-systems-and-haemoglobinopathies",bookSignature:"Osaro Erhabor and Anjana Munshi",coverURL:"https://cdn.intechopen.com/books/images_new/9027.jpg",editors:[{id:"35140",title:null,name:"Osaro",middleName:null,surname:"Erhabor",slug:"osaro-erhabor",fullName:"Osaro Erhabor"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"7841",title:"New Insights Into Metabolic Syndrome",subtitle:null,isOpenForSubmission:!1,hash:"ef5accfac9772b9e2c9eff884f085510",slug:"new-insights-into-metabolic-syndrome",bookSignature:"Akikazu Takada",coverURL:"https://cdn.intechopen.com/books/images_new/7841.jpg",editors:[{id:"248459",title:"Dr.",name:"Akikazu",middleName:null,surname:"Takada",slug:"akikazu-takada",fullName:"Akikazu Takada"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"8558",title:"Aerodynamics",subtitle:null,isOpenForSubmission:!1,hash:"db7263fc198dfb539073ba0260a7f1aa",slug:"aerodynamics",bookSignature:"Mofid Gorji-Bandpy and Aly-Mousaad Aly",coverURL:"https://cdn.intechopen.com/books/images_new/8558.jpg",editors:[{id:"35542",title:"Prof.",name:"Mofid",middleName:null,surname:"Gorji-Bandpy",slug:"mofid-gorji-bandpy",fullName:"Mofid Gorji-Bandpy"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"7847",title:"Medical Toxicology",subtitle:null,isOpenForSubmission:!1,hash:"db9b65bea093de17a0855a1b27046247",slug:"medical-toxicology",bookSignature:"Pınar Erkekoglu and Tomohisa Ogawa",coverURL:"https://cdn.intechopen.com/books/images_new/7847.jpg",editors:[{id:"109978",title:"Prof.",name:"Pınar",middleName:null,surname:"Erkekoglu",slug:"pinar-erkekoglu",fullName:"Pınar Erkekoglu"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10432",title:"Casting Processes and Modelling of Metallic Materials",subtitle:null,isOpenForSubmission:!1,hash:"2c5c9df938666bf5d1797727db203a6d",slug:"casting-processes-and-modelling-of-metallic-materials",bookSignature:"Zakaria Abdallah and Nada Aldoumani",coverURL:"https://cdn.intechopen.com/books/images_new/10432.jpg",editors:[{id:"201670",title:"Dr.",name:"Zak",middleName:null,surname:"Abdallah",slug:"zak-abdallah",fullName:"Zak Abdallah"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}}],offset:12,limit:12,total:5238},hotBookTopics:{hotBooks:[],offset:0,limit:12,total:null},publish:{},publishingProposal:{success:null,errors:{}},books:{featuredBooks:[{type:"book",id:"10065",title:"Wavelet Theory",subtitle:null,isOpenForSubmission:!1,hash:"d8868e332169597ba2182d9b004d60de",slug:"wavelet-theory",bookSignature:"Somayeh Mohammady",coverURL:"https://cdn.intechopen.com/books/images_new/10065.jpg",editors:[{id:"109280",title:"Dr.",name:"Somayeh",middleName:null,surname:"Mohammady",slug:"somayeh-mohammady",fullName:"Somayeh Mohammady"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9644",title:"Glaciers and the Polar Environment",subtitle:null,isOpenForSubmission:!1,hash:"e8cfdc161794e3753ced54e6ff30873b",slug:"glaciers-and-the-polar-environment",bookSignature:"Masaki Kanao, Danilo Godone and Niccolò Dematteis",coverURL:"https://cdn.intechopen.com/books/images_new/9644.jpg",editors:[{id:"51959",title:"Dr.",name:"Masaki",middleName:null,surname:"Kanao",slug:"masaki-kanao",fullName:"Masaki Kanao"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9385",title:"Renewable Energy",subtitle:"Technologies and Applications",isOpenForSubmission:!1,hash:"a6b446d19166f17f313008e6c056f3d8",slug:"renewable-energy-technologies-and-applications",bookSignature:"Tolga Taner, Archana Tiwari and Taha Selim Ustun",coverURL:"https://cdn.intechopen.com/books/images_new/9385.jpg",editors:[{id:"197240",title:"Associate Prof.",name:"Tolga",middleName:null,surname:"Taner",slug:"tolga-taner",fullName:"Tolga Taner"}],equalEditorOne:{id:"186791",title:"Dr.",name:"Archana",middleName:null,surname:"Tiwari",slug:"archana-tiwari",fullName:"Archana Tiwari",profilePictureURL:"https://mts.intechopen.com/storage/users/186791/images/system/186791.jpg",biography:"Dr. Archana Tiwari is Associate Professor at Amity University, India. Her research interests include renewable sources of energy from microalgae and further utilizing the residual biomass for the generation of value-added products, bioremediation through microalgae and microbial consortium, antioxidative enzymes and stress, and nutraceuticals from microalgae. She has been working on algal biotechnology for the last two decades. She has published her research in many international journals and has authored many books and chapters with renowned publishing houses. She has also delivered talks as an invited speaker at many national and international conferences. Dr. Tiwari is the recipient of several awards including Researcher of the Year and Distinguished Scientist.",institutionString:"Amity University",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"3",totalChapterViews:"0",totalEditedBooks:"1",institution:{name:"Amity University",institutionURL:null,country:{name:"India"}}},equalEditorTwo:{id:"197609",title:"Prof.",name:"Taha Selim",middleName:null,surname:"Ustun",slug:"taha-selim-ustun",fullName:"Taha Selim Ustun",profilePictureURL:"https://mts.intechopen.com/storage/users/197609/images/system/197609.jpeg",biography:"Dr. Taha Selim Ustun received a Ph.D. in Electrical Engineering from Victoria University, Melbourne, Australia. He is a researcher with the Fukushima Renewable Energy Institute, AIST (FREA), where he leads the Smart Grid Cybersecurity Laboratory. Prior to that, he was a faculty member with the School of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA, USA. His current research interests include power systems protection, communication in power networks, distributed generation, microgrids, electric vehicle integration, and cybersecurity in smart grids. He serves on the editorial boards of IEEE Access, IEEE Transactions on Industrial Informatics, Energies, Electronics, Electricity, World Electric Vehicle and Information journals. Dr. Ustun is a member of the IEEE 2004 and 2800, IEC Renewable Energy Management WG 8, and IEC TC 57 WG17. He has been invited to run specialist courses in Africa, India, and China. He has delivered talks for the Qatar Foundation, the World Energy Council, the Waterloo Global Science Initiative, and the European Union Energy Initiative (EUEI). His research has attracted funding from prestigious programs in Japan, Australia, the European Union, and North America.",institutionString:"Fukushima Renewable Energy Institute, AIST (FREA)",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"1",totalChapterViews:"0",totalEditedBooks:"0",institution:{name:"National Institute of Advanced Industrial Science and Technology",institutionURL:null,country:{name:"Japan"}}},equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"8985",title:"Natural Resources Management and Biological Sciences",subtitle:null,isOpenForSubmission:!1,hash:"5c2e219a6c021a40b5a20c041dea88c4",slug:"natural-resources-management-and-biological-sciences",bookSignature:"Edward R. Rhodes and Humood Naser",coverURL:"https://cdn.intechopen.com/books/images_new/8985.jpg",editors:[{id:"280886",title:"Prof.",name:"Edward R",middleName:null,surname:"Rhodes",slug:"edward-r-rhodes",fullName:"Edward R Rhodes"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9671",title:"Macrophages",subtitle:null,isOpenForSubmission:!1,hash:"03b00fdc5f24b71d1ecdfd75076bfde6",slug:"macrophages",bookSignature:"Hridayesh Prakash",coverURL:"https://cdn.intechopen.com/books/images_new/9671.jpg",editors:[{id:"287184",title:"Dr.",name:"Hridayesh",middleName:null,surname:"Prakash",slug:"hridayesh-prakash",fullName:"Hridayesh Prakash"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9313",title:"Clay Science and Technology",subtitle:null,isOpenForSubmission:!1,hash:"6fa7e70396ff10620e032bb6cfa6fb72",slug:"clay-science-and-technology",bookSignature:"Gustavo Morari Do Nascimento",coverURL:"https://cdn.intechopen.com/books/images_new/9313.jpg",editors:[{id:"7153",title:"Prof.",name:"Gustavo",middleName:null,surname:"Morari Do Nascimento",slug:"gustavo-morari-do-nascimento",fullName:"Gustavo Morari Do Nascimento"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9888",title:"Nuclear Power Plants",subtitle:"The Processes from the Cradle to the Grave",isOpenForSubmission:!1,hash:"c2c8773e586f62155ab8221ebb72a849",slug:"nuclear-power-plants-the-processes-from-the-cradle-to-the-grave",bookSignature:"Nasser Awwad",coverURL:"https://cdn.intechopen.com/books/images_new/9888.jpg",editors:[{id:"145209",title:"Prof.",name:"Nasser",middleName:"S",surname:"Awwad",slug:"nasser-awwad",fullName:"Nasser Awwad"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9027",title:"Human Blood Group Systems and Haemoglobinopathies",subtitle:null,isOpenForSubmission:!1,hash:"d00d8e40b11cfb2547d1122866531c7e",slug:"human-blood-group-systems-and-haemoglobinopathies",bookSignature:"Osaro Erhabor and Anjana Munshi",coverURL:"https://cdn.intechopen.com/books/images_new/9027.jpg",editors:[{id:"35140",title:null,name:"Osaro",middleName:null,surname:"Erhabor",slug:"osaro-erhabor",fullName:"Osaro Erhabor"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10432",title:"Casting Processes and Modelling of Metallic Materials",subtitle:null,isOpenForSubmission:!1,hash:"2c5c9df938666bf5d1797727db203a6d",slug:"casting-processes-and-modelling-of-metallic-materials",bookSignature:"Zakaria Abdallah and Nada Aldoumani",coverURL:"https://cdn.intechopen.com/books/images_new/10432.jpg",editors:[{id:"201670",title:"Dr.",name:"Zak",middleName:null,surname:"Abdallah",slug:"zak-abdallah",fullName:"Zak Abdallah"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"7841",title:"New Insights Into Metabolic Syndrome",subtitle:null,isOpenForSubmission:!1,hash:"ef5accfac9772b9e2c9eff884f085510",slug:"new-insights-into-metabolic-syndrome",bookSignature:"Akikazu Takada",coverURL:"https://cdn.intechopen.com/books/images_new/7841.jpg",editors:[{id:"248459",title:"Dr.",name:"Akikazu",middleName:null,surname:"Takada",slug:"akikazu-takada",fullName:"Akikazu Takada"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}}],latestBooks:[{type:"book",id:"9550",title:"Entrepreneurship",subtitle:"Contemporary Issues",isOpenForSubmission:!1,hash:"9b4ac1ee5b743abf6f88495452b1e5e7",slug:"entrepreneurship-contemporary-issues",bookSignature:"Mladen Turuk",coverURL:"https://cdn.intechopen.com/books/images_new/9550.jpg",editedByType:"Edited by",editors:[{id:"319755",title:"Prof.",name:"Mladen",middleName:null,surname:"Turuk",slug:"mladen-turuk",fullName:"Mladen Turuk"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10065",title:"Wavelet Theory",subtitle:null,isOpenForSubmission:!1,hash:"d8868e332169597ba2182d9b004d60de",slug:"wavelet-theory",bookSignature:"Somayeh Mohammady",coverURL:"https://cdn.intechopen.com/books/images_new/10065.jpg",editedByType:"Edited by",editors:[{id:"109280",title:"Dr.",name:"Somayeh",middleName:null,surname:"Mohammady",slug:"somayeh-mohammady",fullName:"Somayeh Mohammady"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9313",title:"Clay Science and Technology",subtitle:null,isOpenForSubmission:!1,hash:"6fa7e70396ff10620e032bb6cfa6fb72",slug:"clay-science-and-technology",bookSignature:"Gustavo Morari Do Nascimento",coverURL:"https://cdn.intechopen.com/books/images_new/9313.jpg",editedByType:"Edited by",editors:[{id:"7153",title:"Prof.",name:"Gustavo",middleName:null,surname:"Morari Do Nascimento",slug:"gustavo-morari-do-nascimento",fullName:"Gustavo Morari Do Nascimento"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9888",title:"Nuclear Power Plants",subtitle:"The Processes from the Cradle to the Grave",isOpenForSubmission:!1,hash:"c2c8773e586f62155ab8221ebb72a849",slug:"nuclear-power-plants-the-processes-from-the-cradle-to-the-grave",bookSignature:"Nasser Awwad",coverURL:"https://cdn.intechopen.com/books/images_new/9888.jpg",editedByType:"Edited by",editors:[{id:"145209",title:"Prof.",name:"Nasser",middleName:"S",surname:"Awwad",slug:"nasser-awwad",fullName:"Nasser Awwad"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"8098",title:"Resources of Water",subtitle:null,isOpenForSubmission:!1,hash:"d251652996624d932ef7b8ed62cf7cfc",slug:"resources-of-water",bookSignature:"Prathna Thanjavur Chandrasekaran, Muhammad Salik Javaid, Aftab Sadiq",coverURL:"https://cdn.intechopen.com/books/images_new/8098.jpg",editedByType:"Edited by",editors:[{id:"167917",title:"Dr.",name:"Prathna",middleName:null,surname:"Thanjavur Chandrasekaran",slug:"prathna-thanjavur-chandrasekaran",fullName:"Prathna Thanjavur Chandrasekaran"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9644",title:"Glaciers and the Polar Environment",subtitle:null,isOpenForSubmission:!1,hash:"e8cfdc161794e3753ced54e6ff30873b",slug:"glaciers-and-the-polar-environment",bookSignature:"Masaki Kanao, Danilo Godone and Niccolò Dematteis",coverURL:"https://cdn.intechopen.com/books/images_new/9644.jpg",editedByType:"Edited by",editors:[{id:"51959",title:"Dr.",name:"Masaki",middleName:null,surname:"Kanao",slug:"masaki-kanao",fullName:"Masaki Kanao"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10432",title:"Casting Processes and Modelling of Metallic Materials",subtitle:null,isOpenForSubmission:!1,hash:"2c5c9df938666bf5d1797727db203a6d",slug:"casting-processes-and-modelling-of-metallic-materials",bookSignature:"Zakaria Abdallah and Nada Aldoumani",coverURL:"https://cdn.intechopen.com/books/images_new/10432.jpg",editedByType:"Edited by",editors:[{id:"201670",title:"Dr.",name:"Zak",middleName:null,surname:"Abdallah",slug:"zak-abdallah",fullName:"Zak Abdallah"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9671",title:"Macrophages",subtitle:null,isOpenForSubmission:!1,hash:"03b00fdc5f24b71d1ecdfd75076bfde6",slug:"macrophages",bookSignature:"Hridayesh Prakash",coverURL:"https://cdn.intechopen.com/books/images_new/9671.jpg",editedByType:"Edited by",editors:[{id:"287184",title:"Dr.",name:"Hridayesh",middleName:null,surname:"Prakash",slug:"hridayesh-prakash",fullName:"Hridayesh Prakash"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"8415",title:"Extremophilic Microbes and Metabolites",subtitle:"Diversity, Bioprospecting and Biotechnological Applications",isOpenForSubmission:!1,hash:"93e0321bc93b89ff73730157738f8f97",slug:"extremophilic-microbes-and-metabolites-diversity-bioprospecting-and-biotechnological-applications",bookSignature:"Afef Najjari, Ameur Cherif, Haïtham Sghaier and Hadda Imene Ouzari",coverURL:"https://cdn.intechopen.com/books/images_new/8415.jpg",editedByType:"Edited by",editors:[{id:"196823",title:"Dr.",name:"Afef",middleName:null,surname:"Najjari",slug:"afef-najjari",fullName:"Afef Najjari"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9731",title:"Oxidoreductase",subtitle:null,isOpenForSubmission:!1,hash:"852e6f862c85fc3adecdbaf822e64e6e",slug:"oxidoreductase",bookSignature:"Mahmoud Ahmed Mansour",coverURL:"https://cdn.intechopen.com/books/images_new/9731.jpg",editedByType:"Edited by",editors:[{id:"224662",title:"Prof.",name:"Mahmoud Ahmed",middleName:null,surname:"Mansour",slug:"mahmoud-ahmed-mansour",fullName:"Mahmoud Ahmed Mansour"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}]},subject:{topic:{id:"996",title:"Dental Public Health",slug:"dental-public-health",parent:{title:"Dentistry",slug:"dentistry"},numberOfBooks:4,numberOfAuthorsAndEditors:234,numberOfWosCitations:105,numberOfCrossrefCitations:57,numberOfDimensionsCitations:135,videoUrl:null,fallbackUrl:null,description:null},booksByTopicFilter:{topicSlug:"dental-public-health",sort:"-publishedDate",limit:12,offset:0},booksByTopicCollection:[{type:"book",id:"5908",title:"Insights into Various Aspects of Oral Health",subtitle:null,isOpenForSubmission:!1,hash:"1dbc12a9a3a85664682fd8f81033996f",slug:"insights-into-various-aspects-of-oral-health",bookSignature:"Jane Francis Manakil",coverURL:"https://cdn.intechopen.com/books/images_new/5908.jpg",editedByType:"Edited by",editors:[{id:"68285",title:"Dr.",name:"Jane",middleName:null,surname:"Manakil",slug:"jane-manakil",fullName:"Jane Manakil"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"4540",title:"Emerging Trends in Oral Health Sciences and Dentistry",subtitle:null,isOpenForSubmission:!1,hash:"ea749600b092375e2437f3c639c207af",slug:"emerging-trends-in-oral-health-sciences-and-dentistry",bookSignature:"Mandeep Singh Virdi",coverURL:"https://cdn.intechopen.com/books/images_new/4540.jpg",editedByType:"Edited by",editors:[{id:"89556",title:"Prof.",name:"Mandeep",middleName:"Singh",surname:"Virdi",slug:"mandeep-virdi",fullName:"Mandeep Virdi"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"1442",title:"Oral Health Care",subtitle:"Pediatric, Research, Epidemiology and Clinical Practices",isOpenForSubmission:!1,hash:"fc9cd3e64b2f0e750c0fac74d6983746",slug:"oral-health-care-pediatric-research-epidemiology-and-clinical-practices",bookSignature:"Mandeep Singh Virdi",coverURL:"https://cdn.intechopen.com/books/images_new/1442.jpg",editedByType:"Edited by",editors:[{id:"89556",title:"Prof.",name:"Mandeep",middleName:"Singh",surname:"Virdi",slug:"mandeep-virdi",fullName:"Mandeep Virdi"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"2116",title:"Oral Health Care",subtitle:"Prosthodontics, Periodontology, Biology, Research and Systemic Conditions",isOpenForSubmission:!1,hash:"a0d5f8110fc46ac49a935b2e5f0992ce",slug:"oral-health-care-prosthodontics-periodontology-biology-research-and-systemic-conditions",bookSignature:"Mandeep Singh Virdi",coverURL:"https://cdn.intechopen.com/books/images_new/2116.jpg",editedByType:"Edited by",editors:[{id:"89556",title:"Prof.",name:"Mandeep",middleName:"Singh",surname:"Virdi",slug:"mandeep-virdi",fullName:"Mandeep Virdi"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}],booksByTopicTotal:4,mostCitedChapters:[{id:"29340",doi:"10.5772/31951",title:"Epidemiology of Dental Caries in the World",slug:"epidemiology-of-dental-caries-in-the-world",totalDownloads:14514,totalCrossrefCites:9,totalDimensionsCites:16,book:{slug:"oral-health-care-pediatric-research-epidemiology-and-clinical-practices",title:"Oral Health Care",fullTitle:"Oral Health Care - Pediatric, Research, Epidemiology and Clinical Practices"},signatures:"Rafael da Silveira Moreira",authors:[{id:"89468",title:"Dr.",name:"Rafael",middleName:"Da Silveira",surname:"Moreira",slug:"rafael-moreira",fullName:"Rafael Moreira"}]},{id:"48103",doi:"10.5772/59517",title:"Oral Health and Adverse Pregnancy Outcomes",slug:"oral-health-and-adverse-pregnancy-outcomes",totalDownloads:1946,totalCrossrefCites:2,totalDimensionsCites:7,book:{slug:"emerging-trends-in-oral-health-sciences-and-dentistry",title:"Emerging Trends in Oral Health Sciences and Dentistry",fullTitle:"Emerging Trends in Oral Health Sciences and Dentistry"},signatures:"Sukumaran Anil, Raed M. Alrowis, Elna P. Chalisserry, Vemina P.\nChalissery, Hani S. AlMoharib and Asala F. Al-Sulaimani",authors:[{id:"25232",title:"Prof.",name:"Sukumaran",middleName:null,surname:"Anil",slug:"sukumaran-anil",fullName:"Sukumaran Anil"}]},{id:"29333",doi:"10.5772/33898",title:"Early Childhood Caries: Parent’s Knowledge, Attitude and Practice Towards Its Prevention in Malaysia",slug:"early-childhood-caries-parent-s-knowledge-attitude-and-practice-towards-its-prevention-in-malaysia",totalDownloads:8377,totalCrossrefCites:2,totalDimensionsCites:6,book:{slug:"oral-health-care-pediatric-research-epidemiology-and-clinical-practices",title:"Oral Health Care",fullTitle:"Oral Health Care - Pediatric, Research, Epidemiology and Clinical Practices"},signatures:"Shani Ann Mani, Jacob John, Wei Yen Ping and Noorliza Mastura Ismail",authors:[{id:"97650",title:"Dr.",name:"Shani Ann",middleName:null,surname:"Mani",slug:"shani-ann-mani",fullName:"Shani Ann Mani"},{id:"98763",title:"Dr.",name:"Jacob",middleName:null,surname:"John",slug:"jacob-john",fullName:"Jacob John"}]}],mostDownloadedChaptersLast30Days:[{id:"47895",title:"Panoramic Radiography — Diagnosis of Relevant Structures That Might Compromise Oral and General Health of the Patient",slug:"panoramic-radiography-diagnosis-of-relevant-structures-that-might-compromise-oral-and-general-health",totalDownloads:3737,totalCrossrefCites:0,totalDimensionsCites:1,book:{slug:"emerging-trends-in-oral-health-sciences-and-dentistry",title:"Emerging Trends in Oral Health Sciences and Dentistry",fullTitle:"Emerging Trends in Oral Health Sciences and Dentistry"},signatures:"Ticiana Sidorenko de Oliveira Capote, Marcela de Almeida\nGonçalves, Andrea Gonçalves and Marcelo Gonçalves",authors:[{id:"87871",title:"Prof.",name:"Ticiana",middleName:"Sidorenko De Oliveira",surname:"Capote",slug:"ticiana-capote",fullName:"Ticiana Capote"},{id:"172270",title:"Prof.",name:"Marcela",middleName:"De Almeida",surname:"Gonçalves",slug:"marcela-goncalves",fullName:"Marcela Gonçalves"},{id:"172407",title:"Prof.",name:"Andréa",middleName:null,surname:"Gonçalves",slug:"andrea-goncalves",fullName:"Andréa Gonçalves"},{id:"172416",title:"Prof.",name:"Marcelo",middleName:null,surname:"Gonçalves",slug:"marcelo-goncalves",fullName:"Marcelo Gonçalves"}]},{id:"47872",title:"Ultrasonic Instrumentation",slug:"ultrasonic-instrumentation",totalDownloads:2528,totalCrossrefCites:0,totalDimensionsCites:0,book:{slug:"emerging-trends-in-oral-health-sciences-and-dentistry",title:"Emerging Trends in Oral Health Sciences and Dentistry",fullTitle:"Emerging Trends in Oral Health Sciences and Dentistry"},signatures:"Ana Isabel García-Kass, Juan Antonio García-Núñez and Victoriano\nSerrano-Cuenca",authors:[{id:"68134",title:"Prof.",name:"Juan Antonio",middleName:null,surname:"García-Nuñez",slug:"juan-antonio-garcia-nunez",fullName:"Juan Antonio García-Nuñez"},{id:"76543",title:"Dr.",name:"Ana Isabel",middleName:null,surname:"García-Kass",slug:"ana-isabel-garcia-kass",fullName:"Ana Isabel García-Kass"},{id:"173164",title:"Prof.",name:"Victoriano",middleName:null,surname:"Serrano-Cuenca",slug:"victoriano-serrano-cuenca",fullName:"Victoriano Serrano-Cuenca"}]},{id:"54942",title:"Cleft Lip and Palate Management from Birth to Adulthood: An Overview",slug:"cleft-lip-and-palate-management-from-birth-to-adulthood-an-overview",totalDownloads:1997,totalCrossrefCites:0,totalDimensionsCites:1,book:{slug:"insights-into-various-aspects-of-oral-health",title:"Insights into Various Aspects of Oral Health",fullTitle:"Insights into Various Aspects of Oral Health"},signatures:"Maen Hussni Zreaqat, Rozita Hassan and Abdulfattah Hanoun",authors:[{id:"38245",title:"Dr.",name:"Maen",middleName:"Hussni",surname:"Zreaqat",slug:"maen-zreaqat",fullName:"Maen Zreaqat"},{id:"52438",title:"Dr.",name:"Rozita",middleName:null,surname:"Hassan",slug:"rozita-hassan",fullName:"Rozita Hassan"},{id:"205482",title:"Dr.",name:"Abdulfattah",middleName:null,surname:"Hanoun",slug:"abdulfattah-hanoun",fullName:"Abdulfattah Hanoun"}]},{id:"47781",title:"Early Treatment of Anterior Crossbite Relating to Functional Class III",slug:"early-treatment-of-anterior-crossbite-relating-to-functional-class-iii",totalDownloads:2915,totalCrossrefCites:1,totalDimensionsCites:2,book:{slug:"emerging-trends-in-oral-health-sciences-and-dentistry",title:"Emerging Trends in Oral Health Sciences and Dentistry",fullTitle:"Emerging Trends in Oral Health Sciences and Dentistry"},signatures:"Sanaa Alami, Hakima Aghoutan, Farid El Quars, Samir Diouny and\nFarid Bourzgui",authors:[{id:"172553",title:"Prof.",name:"Sanaa",middleName:null,surname:"Alami",slug:"sanaa-alami",fullName:"Sanaa Alami"}]},{id:"47825",title:"Clinical Consideration and Management of Impacted Maxillary Canine Teeth",slug:"clinical-consideration-and-management-of-impacted-maxillary-canine-teeth",totalDownloads:3888,totalCrossrefCites:0,totalDimensionsCites:4,book:{slug:"emerging-trends-in-oral-health-sciences-and-dentistry",title:"Emerging Trends in Oral Health Sciences and Dentistry",fullTitle:"Emerging Trends in Oral Health Sciences and Dentistry"},signatures:"Belma Işık Aslan and Neslihan Üçüncü",authors:[{id:"42847",title:"Dr.",name:"Belma",middleName:null,surname:"Işık Aslan",slug:"belma-isik-aslan",fullName:"Belma Işık Aslan"},{id:"48330",title:"Prof.",name:"Neslihan",middleName:null,surname:"Üçüncü",slug:"neslihan-ucuncu",fullName:"Neslihan Üçüncü"}]},{id:"47827",title:"Advances in Radiographic Techniques Used in Dentistry",slug:"advances-in-radiographic-techniques-used-in-dentistry",totalDownloads:4751,totalCrossrefCites:1,totalDimensionsCites:1,book:{slug:"emerging-trends-in-oral-health-sciences-and-dentistry",title:"Emerging Trends in Oral Health Sciences and Dentistry",fullTitle:"Emerging Trends in Oral Health Sciences and Dentistry"},signatures:"Zühre Zafersoy Akarslan and Ilkay Peker",authors:[{id:"171887",title:"Prof.",name:"Zühre",middleName:null,surname:"Akarslan",slug:"zuhre-akarslan",fullName:"Zühre Akarslan"},{id:"172257",title:"Dr.",name:"Ilkay",middleName:null,surname:"Peker",slug:"ilkay-peker",fullName:"Ilkay Peker"}]},{id:"55701",title:"Oral Health Promotion: Evidences and Strategies",slug:"oral-health-promotion-evidences-and-strategies",totalDownloads:1677,totalCrossrefCites:0,totalDimensionsCites:1,book:{slug:"insights-into-various-aspects-of-oral-health",title:"Insights into Various Aspects of Oral Health",fullTitle:"Insights into Various Aspects of Oral Health"},signatures:"Vikram R. Niranjan, Vikas Kathuria, Venkatraman J and Arpana\nSalve",authors:[{id:"200270",title:"Dr.",name:"Vikram",middleName:null,surname:"Niranjan",slug:"vikram-niranjan",fullName:"Vikram Niranjan"},{id:"208707",title:"Dr.",name:"Vikas",middleName:null,surname:"Kathuria",slug:"vikas-kathuria",fullName:"Vikas Kathuria"},{id:"208708",title:"Dr.",name:"Venkatraman",middleName:null,surname:"J",slug:"venkatraman-j",fullName:"Venkatraman J"},{id:"208709",title:"Dr.",name:"Arpana",middleName:null,surname:"Salve",slug:"arpana-salve",fullName:"Arpana Salve"}]},{id:"48160",title:"Herbal Dentifrices for Children",slug:"herbal-dentifrices-for-children",totalDownloads:2019,totalCrossrefCites:1,totalDimensionsCites:2,book:{slug:"emerging-trends-in-oral-health-sciences-and-dentistry",title:"Emerging Trends in Oral Health Sciences and Dentistry",fullTitle:"Emerging Trends in Oral Health Sciences and Dentistry"},signatures:"Marisa Alves Nogueira Diaz, Isabela de Oliveira Carvalho and\nGaspar Diaz",authors:[{id:"171933",title:"Dr.",name:"Marisa",middleName:null,surname:"Diaz",slug:"marisa-diaz",fullName:"Marisa Diaz"},{id:"172523",title:"BSc.",name:"Isabela",middleName:null,surname:"Oliveira Carvalho",slug:"isabela-oliveira-carvalho",fullName:"Isabela Oliveira Carvalho"}]},{id:"47896",title:"Oral Health Related Quality of Life",slug:"oral-health-related-quality-of-life",totalDownloads:3780,totalCrossrefCites:2,totalDimensionsCites:4,book:{slug:"emerging-trends-in-oral-health-sciences-and-dentistry",title:"Emerging Trends in Oral Health Sciences and Dentistry",fullTitle:"Emerging Trends in Oral Health Sciences and Dentistry"},signatures:"Javier de la Fuente Hernández, Fátima del Carmen Aguilar Díaz and\nMaría del Carmen Villanueva Vilchis",authors:[{id:"172040",title:"Dr.",name:"Javier",middleName:null,surname:"De La Fuente",slug:"javier-de-la-fuente",fullName:"Javier De La Fuente"},{id:"172557",title:"M.Sc.",name:"Fatima",middleName:"Del Carmen",surname:"Aguilar-Diaz",slug:"fatima-aguilar-diaz",fullName:"Fatima Aguilar-Diaz"},{id:"172558",title:"Dr.",name:"Ma. Carmen",middleName:null,surname:"Villanueva-Vilchis",slug:"ma.-carmen-villanueva-vilchis",fullName:"Ma. Carmen Villanueva-Vilchis"}]},{id:"47954",title:"Fissure Sealing in Occlusal Caries Prevention",slug:"fissure-sealing-in-occlusal-caries-prevention",totalDownloads:2576,totalCrossrefCites:0,totalDimensionsCites:0,book:{slug:"emerging-trends-in-oral-health-sciences-and-dentistry",title:"Emerging Trends in Oral Health Sciences and Dentistry",fullTitle:"Emerging Trends in Oral Health Sciences and Dentistry"},signatures:"Kristina Goršeta",authors:[{id:"171951",title:"Dr.",name:"Kristina",middleName:null,surname:"Goršeta",slug:"kristina-gorseta",fullName:"Kristina Goršeta"}]}],onlineFirstChaptersFilter:{topicSlug:"dental-public-health",limit:3,offset:0},onlineFirstChaptersCollection:[],onlineFirstChaptersTotal:0},preDownload:{success:null,errors:{}},aboutIntechopen:{},privacyPolicy:{},peerReviewing:{},howOpenAccessPublishingWithIntechopenWorks:{},sponsorshipBooks:{sponsorshipBooks:[{type:"book",id:"10176",title:"Microgrids and Local Energy Systems",subtitle:null,isOpenForSubmission:!0,hash:"c32b4a5351a88f263074b0d0ca813a9c",slug:null,bookSignature:"Prof. Nick Jenkins",coverURL:"https://cdn.intechopen.com/books/images_new/10176.jpg",editedByType:null,editors:[{id:"55219",title:"Prof.",name:"Nick",middleName:null,surname:"Jenkins",slug:"nick-jenkins",fullName:"Nick Jenkins"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}}],offset:8,limit:8,total:1},route:{name:"chapter.detail",path:"/books/renewable-energy-technologies-and-applications/computing-the-global-irradiation-over-the-plane-of-photovoltaic-arrays-a-step-by-step-methodology",hash:"",query:{},params:{book:"renewable-energy-technologies-and-applications",chapter:"computing-the-global-irradiation-over-the-plane-of-photovoltaic-arrays-a-step-by-step-methodology"},fullPath:"/books/renewable-energy-technologies-and-applications/computing-the-global-irradiation-over-the-plane-of-photovoltaic-arrays-a-step-by-step-methodology",meta:{},from:{name:null,path:"/",hash:"",query:{},params:{},fullPath:"/",meta:{}}}},function(){var e;(e=document.currentScript||document.scripts[document.scripts.length-1]).parentNode.removeChild(e)}()