Tuning values in the SP study.
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These books synthesize perspectives of renowned scientists from the world’s most prestigious institutions - from Fukushima Renewable Energy Institute in Japan to Stanford University in the United States, including Columbia University (US), University of Sidney (AU), University of Miami (USA), Cardiff University (UK), and many others.
\\n\\nThis collaboration embodied the true essence of Open Access by simplifying the approach to OA publishing for Academic editors and authors who contributed their research and allowed the new research to be made available free and open to anyone anywhere in the world.
\\n\\nTo celebrate the 50 books published, we have gathered them at one location - just one click away, so that you can easily browse the subjects of your interest, download the content directly, share it or read online.
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IntechOpen and Knowledge Unlatched formed a partnership to support researchers working in engineering sciences by enabling an easier approach to publishing Open Access content. Using the Knowledge Unlatched crowdfunding model to raise the publishing costs through libraries around the world, Open Access Publishing Fee (OAPF) was not required from the authors.
\n\nInitially, the partnership supported engineering research, but it soon grew to include physical and life sciences, attracting more researchers to the advantages of Open Access publishing.
\n\n\n\nThese books synthesize perspectives of renowned scientists from the world’s most prestigious institutions - from Fukushima Renewable Energy Institute in Japan to Stanford University in the United States, including Columbia University (US), University of Sidney (AU), University of Miami (USA), Cardiff University (UK), and many others.
\n\nThis collaboration embodied the true essence of Open Access by simplifying the approach to OA publishing for Academic editors and authors who contributed their research and allowed the new research to be made available free and open to anyone anywhere in the world.
\n\nTo celebrate the 50 books published, we have gathered them at one location - just one click away, so that you can easily browse the subjects of your interest, download the content directly, share it or read online.
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What are the impacts resulting from their implementations? This book aims to answer these questions and more. Written by experts in the field, chapters It explores different concepts of expert systems such as computational intelligence, signal processing, real time systems, systems optimization, electric power systems, fault diagnosis, asset management, and smart cityescities. This book will appeal to wide range of readers, including those interested in acquiring basic knowledge and those who are motivated to learn more about the technical elements and technological applications of expert systems.",isbn:"978-1-83881-007-8",printIsbn:"978-1-83881-006-1",pdfIsbn:"978-1-83881-008-5",doi:"10.5772/intechopen.85202",price:119,priceEur:129,priceUsd:155,slug:"application-of-expert-systems-theoretical-and-practical-aspects",numberOfPages:130,isOpenForSubmission:!1,isInWos:null,isInBkci:!1,hash:"081802ad77d0fdab3e8085762d9a15d2",bookSignature:"Ivan Nunes da Silva and Rogério Andrade Flauzino",publishedDate:"September 9th 2020",coverURL:"https://cdn.intechopen.com/books/images_new/9401.jpg",numberOfDownloads:5046,numberOfWosCitations:2,numberOfCrossrefCitations:2,numberOfCrossrefCitationsByBook:1,numberOfDimensionsCitations:6,numberOfDimensionsCitationsByBook:1,hasAltmetrics:1,numberOfTotalCitations:10,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"June 4th 2019",dateEndSecondStepPublish:"November 5th 2019",dateEndThirdStepPublish:"January 4th 2020",dateEndFourthStepPublish:"March 24th 2020",dateEndFifthStepPublish:"May 23rd 2020",currentStepOfPublishingProcess:5,indexedIn:"1,2,3,4,5,6,7",editedByType:"Edited by",kuFlag:!1,featuredMarkup:null,editors:[{id:"14215",title:"Dr.",name:"Ivan",middleName:null,surname:"Nunes da Silva",slug:"ivan-nunes-da-silva",fullName:"Ivan Nunes da Silva",profilePictureURL:"https://mts.intechopen.com/storage/users/14215/images/system/14215.jfif",biography:"Ivan Nunes da Silva was born in São José do Rio Preto, Brazil, in\n1967. He graduated in computer science and electrical engineering from the Federal University of Uberlândia, Brazil, in\n1991 and 1992, respectively. He received both an MSc and PhD\nin Electrical Engineering from University of Campinas (UNICAMP), Brazil, in 1995 and 1997, respectively. Currently, he is\nFull Professor at the University of São Paulo (USP). His research\ninterests are within the fields of power system and computational intelligence. He\nis also associate editor of the International Journal on Power System Optimization and\neditor-in-chief of the Journal of Control, Automation and Electrical Systems. He has\npublished more than 400 papers in congress proceedings and international journals\nand authored several book chapters.",institutionString:"University of Sao Paulo",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"2",totalChapterViews:"0",totalEditedBooks:"1",institution:{name:"University of Sao Paulo",institutionURL:null,country:{name:"Brazil"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,coeditorOne:{id:"178727",title:"Associate Prof.",name:"Rogério Andrade",middleName:null,surname:"Flauzino",slug:"rogerio-andrade-flauzino",fullName:"Rogério Andrade Flauzino",profilePictureURL:"https://mts.intechopen.com/storage/users/178727/images/system/178727.jfif",biography:"Rogério Andrade Flauzino was born in Franca, Brazil, in 1978. He graduated in electrical engineering and also received his MSc degree in electrical engineering from the São Paulo State University (UNESP), Brazil, in 2001 and 2004, respectively. He received his PhD degree in electrical engineering from the University of São Paulo (USP), Brazil, in 2007. Currently, he is an associate professor at the University of São Paulo. His research interests include artificial neural networks, computational intelligence, fuzzy inference systems, and power systems.",institutionString:"University of Sao Paulo",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"0",totalChapterViews:"0",totalEditedBooks:"0",institution:{name:"University of Sao Paulo",institutionURL:null,country:{name:"Brazil"}}},coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"519",title:"Intelligent System",slug:"computer-and-information-science-artificial-intelligence-intelligent-system"}],chapters:[{id:"70210",title:"A Case Study of Wavelets and SVM Application in Coffee Agriculture: Detecting Cicadas Based on Their Acoustic and Image Patterns",doi:"10.5772/intechopen.90156",slug:"a-case-study-of-wavelets-and-svm-application-in-coffee-agriculture-detecting-cicadas-based-on-their-",totalDownloads:497,totalCrossrefCites:1,totalDimensionsCites:3,hasAltmetrics:0,abstract:"One of the main problems in agriculture is crop pest management, which causes financial damage to farmers. This management is traditionally performed with pesticides; however, with a large area of application, it would be more economically viable and more environmentally recommended to know precisely the regions where there is concrete infestation. In coffee farms, cicada makes a distinctive sound when it hatches after years of underground nymph-shaped living. One possibility of contributing to its management would be the development of a device capable of capturing the sound of the adult cicada in order to detect its presence and to quantify crop insects. This device would be spread across the coffee plots to capture sounds within the widest possible area coverage. With monitoring and quantification data, the manager would have more input for decision-making and could adopt the most appropriate management technique based on concrete information on population density separated by crop region. Thus, this chapter presents an algorithm based on wavelets and support vector machines (SVMs), to detect acoustic patterns in plantations, advising on the presence of cicadas.",signatures:"João Paulo Lemos Escola, Rodrigo Capobianco Guido, Alexandre Moraes Cardoso, Douglas Henrique Bottura Maccagnan, João Marcelo Ribeiro and José Ricardo Ferreira Cardoso",downloadPdfUrl:"/chapter/pdf-download/70210",previewPdfUrl:"/chapter/pdf-preview/70210",authors:[null],corrections:null},{id:"72309",title:"Artificial Intelligence Models to Predict the Influence of Linear and Cyclic Polyethers on the Electric Percolation of Microemulsions",doi:"10.5772/intechopen.92646",slug:"artificial-intelligence-models-to-predict-the-influence-of-linear-and-cyclic-polyethers-on-the-elect",totalDownloads:652,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:1,abstract:"This book chapter presents three predictive models, based on artificial neural networks, to determine the percolation temperature of different AOT microemulsions in the presence of different additives (crown ethers, glymes, and polyethylene glycols), which were developed in our laboratory by different authors. An artificial neural network model has been developed for each additive. The models developed, multilayer perceptron, were implemented with different input variables (chosen among the variables that define the packing or its chemical properties) and different intermediate layers. The best model for crown ethers has a topology of 10-8-1, for glymes the selected topology is 5-5-1, and for polyethylene glycol, the best topology was 5-8-8-5-1. The selected models are capable of predicting the electrical percolation temperature with good adjustments in terms of the root mean square error (RMSE), presenting values below 1°C for glymes and polyethylene glycols. According to these results, it can be concluded that the models presented good predictive capacity for percolation temperature. Nevertheless, the adjustments obtained for the crown ethers model indicate that it would be convenient to study new input variables, increase the number of cases, and even use other training algorithms and methods.",signatures:"Manuel Alonso-Ferrer, Gonzalo Astray Dopazo and Juan Carlos Mejuto",downloadPdfUrl:"/chapter/pdf-download/72309",previewPdfUrl:"/chapter/pdf-preview/72309",authors:[null],corrections:null},{id:"70665",title:"Increasing the Efficiency of Rule-Based Expert Systems Applied on Heterogeneous Data Sources",doi:"10.5772/intechopen.90743",slug:"increasing-the-efficiency-of-rule-based-expert-systems-applied-on-heterogeneous-data-sources",totalDownloads:540,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Nowadays, the proliferation of heterogeneous data sources provided by different research and innovation projects and initiatives is proliferating more and more and presents huge opportunities. These developments create an increase in the number of different data sources, which could be involved in the process of decision-making for a specific purpose, but this huge heterogeneity makes this task difficult. Traditionally, the expert systems try to integrate all information into a main database, but, sometimes, this information is not easily available, or its integration with other databases is very problematic. In this case, it is essential to establish procedures that make a metadata distributed integration for them. This process provides a “mapping” of available information, but it is only at logic level. Thus, on a physical level, the data is still distributed into several resources. In this sense, this chapter proposes a distributed rule engine extension (DREE) based on edge computing that makes an integration of metadata provided by different heterogeneous data sources, applying then a mathematical decomposition over the antecedent of rules. The use of the proposed rule engine increases the efficiency and the capability of rule-based expert systems, providing the possibility of applying these rules over distributed and heterogeneous data sources, increasing the size of data sets that could be involved in the decision-making process.",signatures:"Juan Ignacio Guerrero Alonso, Enrique Personal, Antonio Parejo, S. García, Antonio Martín and Carlos León",downloadPdfUrl:"/chapter/pdf-download/70665",previewPdfUrl:"/chapter/pdf-preview/70665",authors:[null],corrections:null},{id:"72170",title:"A Conceptual Framework for Modeling Smart Parking",doi:"10.5772/intechopen.92559",slug:"a-conceptual-framework-for-modeling-smart-parking",totalDownloads:892,totalCrossrefCites:0,totalDimensionsCites:2,hasAltmetrics:1,abstract:"Vehicles are highly used in the city. If the drivers of vehicles have an appointment in the city, they are looking for parking. Thus, they need to know where to find one in real time. In this paper, we present a smart model that is based on a combination of multi-agent system and genetic algorithm (MAS-GA). The smart model can help the drivers find the optimal parking when the drivers make a request for parking according to their position on the road and the waiting and parking time. This smart model is based on four parameters: the availability of parking, cost of parking, the distance between the actual position of the vehicle and the destination parking, and traffic congestion. We can also add the time to arrive a destination parking. Thus, the proposed smart model helps to maximize the utilization of space resources of a city as parking and reduce the waiting and parking time.",signatures:"Brahim Lejdel",downloadPdfUrl:"/chapter/pdf-download/72170",previewPdfUrl:"/chapter/pdf-preview/72170",authors:[null],corrections:null},{id:"70222",title:"Alert Diagnostic System: SDA",doi:"10.5772/intechopen.89566",slug:"alert-diagnostic-system-sda",totalDownloads:641,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Currently, there is a trend in reduction of the number of industrial plant operators. The challenges are mainly during emergency situations: how to support operator time management without increasing operational risks? SDA focuses on this area and aims to increase operator situational awareness (ability to perceive, understand and predict the future behavior of a process) through new technological paradigms, such as Expert System and Ecological Human Machine Interface (HMI) in order to provide operational support, maintenance and optimization of refining, exploration and system of production of oil and gas plants. In SDA, the most critical alerts are shown by priority, along with decision trees, trend charts and variable comparison charts. SDA aims to assist control room operators in solving a critical problem in the oil industry, that is the loss of safety function, associated with alarms, during alarm flood. The SDA results of the SDA are presented through its implementation in Sulfur Recovery Units—URE, in the state of Rio de Janeiro, in Brazil.",signatures:"Andressa dos Santos Nicolau, Marcelo Carvalho dos Santos, Victor Henrique Cabral Pinheiro, Filipe Santana Moreira do Desterro, Roberto Schirru, Mario Cesar Mello Massa de Campos and Alexandre Wanderley",downloadPdfUrl:"/chapter/pdf-download/70222",previewPdfUrl:"/chapter/pdf-preview/70222",authors:[null],corrections:null},{id:"71706",title:"Intelligent System for the Estimation of Gases Dissolved in Insulating Mineral Oil from Physicochemical Tests",doi:"10.5772/intechopen.91807",slug:"intelligent-system-for-the-estimation-of-gases-dissolved-in-insulating-mineral-oil-from-physicochemi",totalDownloads:586,totalCrossrefCites:1,totalDimensionsCites:1,hasAltmetrics:0,abstract:"The objective of this work was to make the modeling through artificial neural networks of the gas concentrations dissolved in insulating mineral oil from the results of physicochemical tests. In this case, a mapping between the data of physicochemical tests and gas chromatography was obtained by means of artificial neural networks. The proposed approach proved to be efficient to identify the amount of gases, taking the following attributes as input: color degree, density, dielectric rigidity, interfacial tension, power factor of the insulating oil, neutralization index, and water level. In addition, artificial neural networks provide not only a new methodology to support decisions but also satisfactory results comparatively to actual analyses when referring to the estimation of gases.",signatures:"Ivan Nunes da Silva, Rogério Andrade Flauzino, Danilo Hernane Spatti, Renato Pagotto Bossolan and Bruno Augusto Trevisam",downloadPdfUrl:"/chapter/pdf-download/71706",previewPdfUrl:"/chapter/pdf-preview/71706",authors:[{id:"14215",title:"Dr.",name:"Ivan",surname:"Nunes da Silva",slug:"ivan-nunes-da-silva",fullName:"Ivan Nunes da Silva"}],corrections:null},{id:"69705",title:"Efficient Asset Management Practices for Power Systems Using Expert Systems",doi:"10.5772/intechopen.89766",slug:"efficient-asset-management-practices-for-power-systems-using-expert-systems",totalDownloads:639,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Electric power companies have high financial costs due to poor asset management practices. Therefore, it is crucial to use decision-making processes to decrease the global costs of an active asset and to extend its lifetime to a maximum. Asset management programs, which are frequently used to tackle optimization problems, aim to guide the use of the physical assets of a business, mainly by optimizing their lifetime. Efficient asset management practices establish operation and maintenance for each equipment, from the time the equipment is acquired until the appropriate time for its replacement. So, based on these assumptions, we propose a method to assist asset management decision-making in the electric power companies, which is embodied by computer software.",signatures:"Danilo Spatti, Luisa H.B. Liboni, Marcel Araújo, Renato Bossolan and Bruno Vitti",downloadPdfUrl:"/chapter/pdf-download/69705",previewPdfUrl:"/chapter/pdf-preview/69705",authors:[null],corrections:null},{id:"69648",title:"Computational Intelligence to Estimate Fault Rates in Power Transformers",doi:"10.5772/intechopen.89768",slug:"computational-intelligence-to-estimate-fault-rates-in-power-transformers",totalDownloads:600,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Asset management in power transmission systems is one of the significant practices carried out by power companies. With the aging of the devices, the development of optimized tools, capable of considering failure rates, regulatory scenarios, and operational parameters, is increasingly mandatory. The purpose of this work is to present a statistics-based tool for optimized asset management. For such an objective, we have developed a computational method based on database processing and statistical studies that can support decision-making on preventive maintenance in the equipment of the electric sector. The final system interface is Business Intelligence-based.",signatures:"Danilo Spatti, Luisa H.B. Liboni, Marcel Araújo, Renato Bossolan and Bruno Vitti",downloadPdfUrl:"/chapter/pdf-download/69648",previewPdfUrl:"/chapter/pdf-preview/69648",authors:[null],corrections:null}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},subseries:null,tags:null},relatedBooks:[{type:"book",id:"3794",title:"Swarm Intelligence",subtitle:"Focus on Ant and Particle Swarm Optimization",isOpenForSubmission:!1,hash:"5332a71035a274ecbf1c308df633a8ed",slug:"swarm_intelligence_focus_on_ant_and_particle_swarm_optimization",bookSignature:"Felix T.S. 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\r\n\tCartilage lesions of the knee are common and should be treated correctly if symptomatic. Until now, multiple (surgical) techniques have been described; however, there is no consensus on which one should be used. Also, treatment techniques using platelet-rich plasma, mesenchymal stem cells, and different king of growth hormones have been mentioned. In this book, the importance of other knee structures when treating these knee cartilage defects will be discussed as the meniscus, integrity of ligaments, and the importance of the alignment of the lower limb will be emphasized. The book will give an update on the different treatment approaches in knees with this (osteo-)chondral lesion.
",isbn:"978-1-83768-204-1",printIsbn:"978-1-83769-984-1",pdfIsbn:"978-1-83768-205-8",doi:null,price:0,priceEur:0,priceUsd:0,slug:null,numberOfPages:0,isOpenForSubmission:!0,isSalesforceBook:!1,isNomenclature:!1,hash:"90b8cac7c6b437387a540790d072699f",bookSignature:"Dr. Karl Almqvist, Dr. Ahmed Ebrahim El Hamaky and Dr. Taiceer Abdulwahab",publishedDate:null,coverURL:"https://cdn.intechopen.com/books/images_new/11693.jpg",keywords:"Defect, Cartilage Function, Subchondral Bone, Envelope of Function, Alignment, Knee Stability, Meniscal Function, Surgical Treatment, Microfracture, Use of Scaffolds, Debridement",numberOfDownloads:null,numberOfWosCitations:0,numberOfCrossrefCitations:null,numberOfDimensionsCitations:null,numberOfTotalCitations:null,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"May 4th 2022",dateEndSecondStepPublish:"July 7th 2022",dateEndThirdStepPublish:"September 5th 2022",dateEndFourthStepPublish:"November 24th 2022",dateEndFifthStepPublish:"January 23rd 2023",dateConfirmationOfParticipation:null,remainingDaysToSecondStep:"a month",secondStepPassed:!0,areRegistrationsClosed:!1,currentStepOfPublishingProcess:3,editedByType:null,kuFlag:!1,biosketch:"An experienced researcher, specializing in sports medicine and knee pathologies, is currently involved in the development of innovative techniques for the treatment of cartilage lesions. Dr. Almqvist is an editorial board member at Sage Journals, Affiliated with the Orthocure Clinic, Dubai as an Orthopedic Consultant, Mediclinic City Hospital as a Consultant Orthopaedic surgeon, and is a member of ISAKOS.",coeditorOneBiosketch:"Dr. El Hamaky is a practitioner with over 11 years of experience in Orthopedic Surgery, is a member of the Egyptian Board of Orthopedic Surgery, a member of the AO Foundation, and was awarded his medical degree from the University of Cairo.",coeditorTwoBiosketch:"Dr. Taiceer Abdulwahab is an experienced practitioner, specializing in orthopedic surgery, trauma, and sports medicine, previously affiliated with The University of Bristol, The University of Edinburgh, The University of Warwick, and The University of Leicester, and is a member of the Royal College of Surgeons (MRCS) London, UK.",coeditorThreeBiosketch:null,coeditorFourBiosketch:null,coeditorFiveBiosketch:null,editors:[{id:"251312",title:"Dr.",name:"Karl",middleName:null,surname:"Almqvist",slug:"karl-almqvist",fullName:"Karl Almqvist",profilePictureURL:"https://mts.intechopen.com/storage/users/251312/images/system/251312.jpg",biography:"Prof. Dr. Almqvist trained at the University of Ghent in Belgium and worked at the Ghent University Hospital where he was Head of Clinic, Department of Physical Medicine and Orthopaedic Surgery, prior to moving to Dubai in 2014. 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He shifted his career to Dubai Mediclinic City Hospital, Dubai.",institutionString:"Mediclinic City Hospital",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"0",totalChapterViews:"0",totalEditedBooks:"0",institution:{name:"Mediclinic City Hospital",institutionURL:null,country:{name:"United Arab Emirates"}}},coeditorTwo:{id:"204153",title:"Dr.",name:"Taiceer",middleName:null,surname:"Abdulwahab",slug:"taiceer-abdulwahab",fullName:"Taiceer Abdulwahab",profilePictureURL:"https://mts.intechopen.com/storage/users/204153/images/system/204153.jpeg",biography:"Dr. Taiceer Abdulwahab, is an Orthopaedic Surgeon at Mediclinic City Hospital, Dubai, United Arab Emirates. He is also an Assistant Clinical Professor of Orthopaedic Surgery at Mohammed Bin Rashid University of Medicine and Health Sciences (MBRU), Dubai.\r\nHe is a Master of Surgery (ChM) in Trauma & Orthopaedic Surgery, degree obtained at the University of Edinburgh School of Medicine in partnership with the Royal College of Surgeons of Edinburgh, UK. He received his Master of Science (MSc) in Trauma & Orthopaedic Surgery degree from Warwick School of Medicine, University of Warwick, UK. He also received a Postgraduate Award (PGA) in Understanding Research & Critical Appraisal at the Warwick School of Medicine, University of Warwick, UK.\r\nDr. Abdulwahab obtained his primary medical qualification, Bachelor of Medicine & Bachelor of Surgery (MBChB) from the Bristol School of Medicine, University of Bristol, UK.\r\nDr. Taiceer Abdulwahab is a Member of the Royal College of Surgeons of England (MRCS).\r\nHe has presented at various international conferences including the International Congress for Joint Arthroplasty (ICJR) and the European College of Sports & Exercise Physicians (ECOSEP) with FIFA update, as well as published in peer-reviewed journals, Editor for a book titled 'Meniscus of the Knee', and investigator in several randomized controlled trials.\r\nHe is Trauma Doctor for the annual Emirates Rugby 7s.\r\nHe has a special interest in Sports Surgery (Arthroscopic Shoulder and Knee surgery).",institutionString:"Mediclinic City Hospital",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"1",totalChapterViews:"0",totalEditedBooks:"1",institution:{name:"Mediclinic City Hospital",institutionURL:null,country:{name:"United Arab Emirates"}}},coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"16",title:"Medicine",slug:"medicine"}],chapters:null,productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},personalPublishingAssistant:{id:"466998",firstName:"Dragan",lastName:"Miljak",middleName:"Anton",title:"Mr.",imageUrl:"https://mts.intechopen.com/storage/users/466998/images/21564_n.jpg",email:"dragan@intechopen.com",biography:"As an Author Service Manager my responsibilities include monitoring and facilitating all publishing activities for authors and editors. 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Since the start of the epidemic, three decades ago, the country has made significant progress in managing the disease [2]. Over the last 10 years South Africa has successfully implemented HIV prevention and treatment strategies, informed by empirical research. Despite the gains made, incidence continues to increase given several socio-behavioural factors associated with HIV transmission [3, 4, 5]. Additionally, with an estimated 469,000 new infections noted in 2012, an increase in sero-discordant relationships can be anticipated [4]. It is therefore imperative to strengthen sero-discordant interventions as a response to managing the HIV epidemic among couples that goes beyond couple testing [6].
In sub-Saharan Africa, sero-discordance is a critical factor for the transmission of HIV [7]. Sero-discordance, refers to couples with a mixed HIV status. In such relationships one partner has a known HIV positive status while his or her partner is HIV negative [8, 9]. Hence, for the purpose of this chapter, we define a sero-discordant couple as two individuals who are in a current sexual relationship in which both partners are aware of the other’s HIV status. Some authors have argued that sero-discordant sexual relationships are high risk as HIV transmission is more likely to happen in longer-term relationships [10, 11, 12].
Despite the misconception that a greater proportion of men are likely to be the index partner, through a systematic review Eyawo et al. [13] established that nearly half (47%) of the index partners were women. This indicates that men and women are equally likely to be the index partner in sero-discordant couples in the sub-Saharan African region. These findings also speak to the prevention and marketing strategies that are meant to be gender balanced in heterosexual sero-discordant couples.
In regions with high HIV prevalence, proportions of sero-discordant intra-couple transmission range from 13.0 to 55% of new HIV infections [14]. For South Africa, the estimated proportion of sero-discordant couples is unclear, however, transmission among longer-term couples were estimated above 10.0% per year [15]. Thus the prevention of intra-couple HIV transmission may delay the progression of the epidemic. As such, sero-discordant couples are a key target population in the context of HIV prevention.
South Africa has been very vigilant in the fight against HIV. For the last 20 years policy adoption and implementation has been at the foreground of HIV management. This section provides an overview of policy strategies that guide HIV management and discuss how these strategies influence the well-being of sero-discordant couples.
Since the start of the new millennium, the management of HIV was spearheaded by comprehensive, multi-sectorial action orientated National Strategic Plans for HIV/AIDS and Sexually Transmitted Infections [15]. Over the last 18 years, many gains have been made in curbing the HIV epidemic. Initiated by the health ministry in 1999 the NSP 2000–2005, in partnership with governmental and non-governmental organisations, as well as, community- and faith-based organisations priority areas related to HIV management were identified. The outcome of this discussion produced four key focus areas.
These included a focus on:
Prevention;
Treatment, care and support;
Research, monitoring, and surveillance;
Human rights and access to justice.
In essence, the NSP 2000–2005 garnered immense progress in the fight against HIV, but aetiological differences regards the epidemic between the government and civil society posed numerous challenges that curbed the progress [15]. Informed by the successes and limitations of the NSP 2000–2005, in addition to, the progress of the disease and the gains made in terms of biomedical advances, the NSP 2007–2011 continued to focus on improving prevention; treatment, care and support; research, monitoring, and surveillance; human rights and access to justice. Some primary goals were attached to each of these key priority areas. In terms of prevention, the goal was to decrease new infections by 50% with a focus on the 15–24 age year group. Even though this goal was not attained, the mother-to-child transmission was significantly reduced [16]. The treatment focused goal aimed to facilitate access to the appropriate HIV treatment to 80% of PLHIV by the end of the 5 year period. With some challenges regarding implementation, monitoring and evaluation, the decrease in the general adult mortality rates could be accredited to the increase in treatment access [16]. The third and fourth priority areas were reportedly riddled with implementation barriers and therefore did not reach all its goals. It can therefore be established that the second NSP (2007–2011) made some gains in managing HIV, but much more needs to be done at the structural level to ensure greater success.
The NSP 2012–2016, introduced a comprehensive response, which included goals and targets, linked to treatment, prevention, human rights and TB. While many goals were achieved during the 2012–2016 period, gaps were also identified. For instance, notable declines were reported in terms of reducing new HIV and TB infections, but the goal to reduce new HIV infections and new TB infections by at least 50% has not been achieved. What has become evident is that reducing incidence and stabilising prevalence, will require the scale-up of HIV/TB prevention, testing, linkage to care and life-long adherence strategies, with a particular focus on high risk populations.
Two years prior to the end of the NSP 2012–2016 term, South Africa adopted the global 90-90-90 treatment strategy. With its focus on treatment, the strategy targets aims to facilitate the necessary processes so that 90% of people living with HIV can know their status, 90% of those who tested HIV positive can receive sustained antiretroviral therapy and that 90% of those receiving antiretroviral therapy reach and maintain viral suppression by 2020 (see Figure 1).
Key targets of the 90-90-90 HIV treatment strategy.
According to Bain et al. [17] the success of the strategy would “… result in 73% of people with HIV achieving viral suppression, a crucial step in ending the AIDS epidemic by 2030 “(p. 1). With this strategy in place, the South African National AIDS Council (SANAC) [18] recently reported that among adults aged 15–59 years old, 86.0% were aware of their HIV status, of those 65.0% were currently on treatment, while of those who are on treatment 81% were virally suppressed (see Figure 2).
Progress towards the 90-90-90 HIV treatment strategy.
The current 2017–2022 NSP proposes a focus on social and behavioural aspects of HIV/AIDS and TB that prioritises a research agenda. This includes a commitment to having dedicated research funding for these health issues, build capacity to conduct research, and to identify better ways to collect and disseminate research findings. In addition, the plan acknowledges that we cannot simply treat our way out of the HIV epidemic, but that prevention strategies would offer the best response to curbing the HIV and TB epidemic.
While the NSP 2017–2022 stipulates the importance of Social Science and Humanities research in the 5 year plan, the proposed research foci continue to hover around understanding the social determinants of HIV and TB. Because of the changing nature of the epidemics, research on social determinants will always be relevant. However, at this stage in the fight against HIV and TB, developing and testing robust behavioural intervention models should be at the foreground of our national HIV/TB response. Furthermore, what the current NSP lacks is a clear strategy that marries bio-medical and socio-behavioural models to improve the HIV/TB-related outcomes for the country.
For instance, with 6.8 mil PLHIV, more comprehensive work should be prioritised. An example of such work could include a socio-behavioural intervention among sero-discordant couples. The NSP highlights a focus on family, but fail to clearly define possible intervention entry points that could help achieve the 90-90-90 goals within the family. A family- or couple-focused intervention may include encouraging home-based testing, family participation in achieving adherence and ultimately viral suppression.
This section provides an overview of existing prevention and intervention programmes, that are implemented in the public and private health care systems as well as those implemented by civil society organisations.
The prevalence of sero-discordance among romantic relationships is growing in South Africa for various reasons [6]. What is concerning is the fact that, in the country and globally, it has been documented that HIV is most commonly transmitted between partners who are in a committed relationship [6]. This ultimately raises important issues including the risk of infection, reproductive choices and stress and change in the relationship dynamics. Despite the salience of couple relationships, existing HIV prevention interventions mainly focus on individuals instead of couples as a unit [19]. This negates the significant influence that couples play on each other’s behaviour. There is growing agreement on the fact that prevention interventions and research should be aimed at couples as a unit to bring about change and maintain discordance. Couples-focused programs could concurrently include both dyad members, target each member separately and alone, in other instances might involve a combination of both modalities. The World Health Organisation has set out specific prevention interventions for couples with respect to their sero-status [20]. Figure 3 lists the interventions that are specific for sero-discordant couples be it whether the male or female is the index partner.
Prevention strategies to reduce the risk of HIV transmission for sero-discordant couples.
Paying closer attention to literature pertaining to HIV Testing Services, couples counselling and testing are especially important for identifying HIV sero-discordant status among couples. Many men and women who are in relationships with a partner who is HIV positive do not know their own HIV status let alone their partner’s [21]. In settings with a generalised HIV epidemic, research shows that in the context of sero-discordant relationships women are especially more vulnerable to contracting the virus, due to their biological susceptibility as well as the infidelity of men [21]. A study conducted in a rural setting within South Africa, however found that HIV transmission was high among migrant men as well as migrant women returning to their partners. This finding suggest that there is a need to reconsider the premise that HIV transmission within stable relationships is attributed to extra marital sexual activity by men.
With this being said, HIV counselling and testing has mainly been individual based and sex-specific. In regard to individual based prevention strategies, Jones et al. [22] implemented a couples HIV risk reduction intervention (called Partner Project) that included HIV Counselling and Testing program in 6 urban community health clinics in Lusaka, Zambia. The researchers found that the use sexual barrier indicators was achieved among the intervention group. The results also showed that there was a reduction in intimate partner violence (IPV) for the entire sample. IPV commonly inhibits discussions among partners regarding HIV testing, sero-status disclosure and condom use. Hence there should be an essential component of HIV prevention services that also target the reduction of IPV.
In the contexts of sero-discordant couples, two broad prevention strategies with ARVs can be considered. Namely: antiretroviral treatment (ART) for the HIV-positive partner and pre-exposure prophylaxis (PrEP) for the HIV-negative partner.
The WHO HIV treatment guidelines [20, 23] recommend initiation of lifelong ART for individuals with a CD4 counts of 350/mm3 or lower. More recently, the WHO guidelines in 2013 recommended ART for all patients regardless of their CD4 count. Furthermore, for those who are in relationships with an HIV negative partner, the discordant partner is also recommended to initiate treatment [24]. The utilisation of ARV to prevent HIV transmission thus transformed the field of comprehensive care for couples, particularly when the existing foundation was primarily the promotion of condom use. In an analysis conducted by Lasry et al. [25] who assessed the plausibility of a combination of strategies to reduce risk among sero-discordant couples. They established that ART initiation was the most protective strategy employed. To demonstrate the effectiveness of the use of ARVs in reducing the risk of HIV transmission Hallal et al. [26] cites the Partners in Prevention project, among various other studies in their systemic review. The study was conducted across seven African countries namely Botswana, Kenya, Rwanda, South Africa, Tanzania, Uganda, and Zambia. The sample comprised of 3400 sero-discordant couples who were followed for a period of 24 months. A total of 349 (10.0%) started on HAART. The findings of the study showed that there was substantial (92.0%) reduction of HIV risk transmission through the utilisation of HAART [27]. An emerging trend is to employ strategies in combination with ART to expand the possibilities of interventions for sero-discordant couples [26]. In a rural setting in KwaZulu-Natal, South Africa, Oldenburg et al. [28] estimated the effect of ART in reducing the acquisition of HIV in sero-discordant couples in a HIV-hyperendemic and resource constrained setting. In the study, ART was delivered through primary care clinics that were primarily staffed and led by nurses. The researchers found that ART is highly effective in reducing HIV acquisition in sero-discordant couples, this is despite the constrained resources in the public health system.
A breakthrough for the extremely high infection rates in the SADC region is PrEP, where ARVs are administered to those individuals who are at risk of sexually acquiring the virus [29]. In the contexts of sero-discordant couples, PrEP is usually administered to the HIV-negative partner, before possible HIV exposure, which inadvertently reduces the risk of HIV acquisition [23]. In various forms PrEP has been tested (i.e. oral tablets, vaginal/rectal microbicides) or being developed as long-acting vaginal rings and intramuscular injectables [30]. In regard to oral PrEP, findings from the Partners PrEP Study showed that daily oral consumption of Tenofovir Disoproxil Fumarate/emtricitabine (TDF/FTC) reduced the acquisition of HIV-1 by 75.0% and HSV-2 by 33.0% in heterosexual sero-discordant couples from Uganda and Kenya [26, 31]. Two PrEP trials, namely the FemPrEP and Vaginal and Oral Interventions to Control the Epidemic (VOICE), were stopped prematurely due to the futility associated with poor adherence [29]. An active arm of the VOICE trial also established no prevention benefit for oral TDF/FTC owing to poor levels of adherence [29].
In regard to vaginal gels, the CAPRISA 004 study assessed the effectiveness and safety of 1.0% Tenofovir gel for the prevention of HIV infection in among 889 women (aged 18–40 years, who were sexually active with a sero negative status) from urban and rural KwaZulu-Natal [31, 32]. The researchers investigated the reduction of HIV incidence against varying degrees of adherence. The findings of the study demonstrated that HIV incidence reduction was 54.0% for high adherence (gel adherence >80%), the HIV incidence was 38.0% and 28.0% lower for intermediate adherence (gel adherence 50–80%) and low adherence (gel adherence <50%) respectively. Overall, the HIV infection was reduced with Tenofovir gel at an estimated 39.0%.
VMMC has been recommended by PEPFAR and WHO, as an HIV prevention method to reduce the risk of HIV acquisition in generalised epidemics [30]. Evidence from South African, population-based data, demonstrates that there were lower HIV prevalence and incidence (55.0 and 65.0% lower, respectively) among circumcised men compared to uncircumcised men [29, 32]. Voluntary medical male circumcision is recommended, within heterosexual sero-discordant couples in the case where the male is the HIV-negative partner [31]. It is an excellent HIV prevention method, because it offers lifelong partial protection against female-to-male sexual transmission of HIV. However, it is not recommended for HIV-positive males within heterosexual relationships or men who have sex with men [31]. To help increase coverage of VMMC, WHO recommended that all HIV-negative men in sero-discordant or concordant negative couples be routinely counselled about and linked to VMMC services [30].
Several research confirming the protective effect of VMMC against HIV infection have been published [30, 31, 33, 34, 35]. Baeten et al. [35] conducted an observational study with 1096 African HIV-1 sero-discordant couples in which the index partner (HIV-1 seropositive partner) was male. The sample was drawn from 7 Southern African (Gaborone, Botswana; Cape Town, Orange Farm, and Soweto, South Africa; Kitwe, Lusaka, and Ndola, Zambia) and 7 eastern African Africa (Eldoret, Kisumu, Nairobi and Thika, Kenya; Kigali, Rwanda; Moshi, Tanzania; Kampala, Uganda) sites. The results showed a non-statistically significant decrease in the risk of HIV-1 transmission for circumcised HIV-1 infected men to their female partners in comparison to couples with uncircumcised HIV-1 infected men. This finding adds to a limited body of data relating circumcision status in HIV-1 infected men to the risk of male-to-female HIV-1 transmission, data which may be helpful for programmes working to scale-up male circumcision for HIV-1 prevention. Randomised trials from Kenya, South Africa, and Uganda demonstrated that male circumcision reduces a man’s risk of acquiring HIV-1 by approximately 60.0%.
Auvert et al. [33] conducted an experimental trial to test the efficacy of Medical circumcision (MC) as a protecting factor against HIV infection among men. The study was the first randomised control trial, in South Africa, that aimed to test the impact of MC on health. The findings demonstrated MC offers a substantially high level of protection for men against acquiring HIV infection, this protection may be seen as effectiveness as what a vaccine of high efficacy would achieve [33]. Furthermore, Auvert et al. [34] continued to do research on medical male circumcision. They implemented the Bophelo Pele community-based HIV campaign (Orange Farm, South Africa). The campaign included the roll-out of free VMMC. A cross-sectional survey was administered with men aged 15–49 years. The results of the survey suggest that the roll-out of VMMC was associated with a reduction in the incidence and prevalence of HIV among circumcised men as compared to uncircumcised men. Furthermore, the findings also provide an argument that the uptake of VMMC is plausible and may become acceptable in communities that were traditionally non-circumcising communities in South Africa and sub-Saharan Africa [34].
Many sero-discordant couples have high fertility and both (infected and uninfected) partners often report desires of having children with their partner [36]. Pregnancy is a time of heightened risk of sexual transmission and acquisition of HIV. Technologically advanced options for conception for sero-discordant couples include intrauterine or intravaginal insemination (of semen during the fertile period). Vaginal insemination is regarded as the safer method of conception to circumvent the sexual transmission of HIV [37]. However, it may not be accessible or affordable to all, especially in low to middle income countries [36, 39]. As such preconception services for PLHIV and their partners are prudent, and should be part and parcel of the care package they receive. The purpose of preconception care and counselling (PCC) for PLHIV is to ensure that both partners are optimally healthy, prior to pregnancy, and that the risk of HIV transmission to the partner (sexual transmission) and child (through pregnancy, delivery or breastfeeding) are reduced [38]. Options for safer conception, that are less reliant on technology, for sero-discordant couples include ART for the positive partner, timed unprotected intercourse, and PrEP for the uninfected male partner. ART literature shows that safe conception may be feasible when the infected partner is virally suppressed and on ART. While fully suppressive ART use may significantly reduce the chance of sexual transmission, sexual HIV transmission may still occur [36, 37]. Limited and timed unprotected sex and –natural conception for HIV sero-discordant couples involves limited and timed unprotected sexual intercourse during the fertile periods. Women are advised to track their menstrual and ovulation cycles. Couples are encouraged to minimise their sexual encounters to the fertile period to decrease the number of unprotected sexual encounters while maximising their chance of conception [35, 36, 37].
Periconception PrEP—is an option for the HIV negative partner. The benefits for the periconception PrEP is higher adherence and lower costs due to the shorter duration of utilisation. It is important to establish whether periconception PrEP regimen will help lower the risk of couples who have decided to conceive despite known risks of transmission to partner and baby. While there are no trials with a particular focus on the risk of HIV transmission among sero-discordant complies during conception, but data drawn from the safety and efficacy of PrEP in future clinical trials among heterosexuals couples and trials testing drugs for PMTCT can offer insights [36, 38, 39].
The possibility of sero-discordant relationships are becoming more common, given the improved quality of life and higher life expectancy for people living with HIV [26]. It is therefore imperative to expand HIV prevention efforts that target sero-discordant couples in the effort to reach the 90-90-90 treatment goals.
In regard to HIV testing and counselling, evidence shows that many of the prevention strategies to reduce the risk of HIV transmission in couples are individual as opposed to couples based. HIV testing and counselling practices, thus far, have only included one partner and encouraged clients to invite their partners to test for HIV. It would be ideal to provide health care services and feasible prevention methods for couples as a unit as opposed to individuals. Furthermore, it is evident that services have been gendered to favour females (e.g. who receive antenatal care) who are perceived to be at greater risk and to whom routine testing is encouraged. It may be important to expand the scope of testing for HIV among men who access health facilities for other health services. It may be suggested that there be more emphasis placed on HIV testing among males and this may speak to a need for male-centred health facilities.
In relation to treatment as prevention for sero-discordance, it was found through various clinical trial in South Africa that adherence to using PrEP was a major barrier [29]. This therefore nullifies the excellence of the approach to safeguard the uninfected partner from the transmission of the virus. Furthermore, some of the pre-exposure prophylaxes technologies are yet to be tested. And therefore it is imperative that we explore strategies to increase adherence for ART for the positive partner, more importantly that we should uncover the barriers to adherence for PrEP utilisation.
There are barriers associated with family planning strategies for sero-discordant couples. These include the affordability and accessibility of intrauterine or intravaginal insemination technologies to aid in safe conception. Couples therefore have to rely on manual methods such as timed unprotected sex during fertile periods. This strategy requires health care workers and couples to be cautious and thorough in their actions, so as to reduce the risk of transmission.
Regardless of the existing literature on sero-discordant couples, there is still a need to conduct further research on treatment as prevention and sexual health services that are tailor-made for such couples.
Modeling data is critical to the advancement of information and data science on many levels and in many areas. Accurately modeling data is often important to system monitoring, understanding, and control; and thus, ultimately to the advancement of technology.
A characteristic of data that that is not well understood, even by those in the physical sciences, is dynamic behavior. However, the behavior of Covid-19, which is inherently dynamic, has forced wide-spread conversations from even the non-science community about such terms as lag and deadtime. Just as understanding the attributes of Covid-19 dynamically can lead to intelligent and thus, safe behavior, good decision making and preparation, and even save lives, the lack of understanding can do the opposite. Thus, the better our understanding of dynamic behavior is, physically and biologically, the better our understanding of data will be, leading only to better solutions to many problems facing society.
Forecast modeling is a type of predictive modeling that uses current and anticipated future input values to predict values for outputs in the future. For example, forecast modeling is used to predict the wind velocity in a certain region five days into the future. Another example is forecast modeling to predict the number of deaths caused by a virus a week into the future. This chapter focuses on the application of forecast modeling to enhance feedback control (FBC) and feedforward control (FFC) when the problem is physically unrealizable (PU).
A PU system is a mathematical phenomenon of a dynamic system. It occurs in two ways. The first one is when the order of the differential equation for the output is less than the order of the differential equation for the input. An example is the development of a FFC law determined from a load transfer function divided by the process transfer of a lower order. The second one is when an output depends on deadtime that has a negative value, in effect causing a dependence on future values of a time dependent variable(s). This also occurs in FFC when the load transfer function has a smaller deadtime than the process transfer function. The most common approach for addressing a PU system is to use approximation(s) to make it physically realizable. However, such approximations can lead to large modeling errors, thus leading to unacceptable control.
The dynamic modeling literature [1, 2] defines
In FFC, MV is the output and depends on input changes. When MV has a deadtime of
The use of causality in the statistics literature seeks to distinguish it from correlation. Thus, in the statistics literature, causality is not focused exclusively on dynamic systems (e.g., only those with lag or deadtime) but a
Moreover, the primary objective of this chapter is to apply a novel discrete-time forecasting modeling methodology to systems with large MV deadtime in FBC and PU FFC without physical realizable approximations. For this scope, FBC is examined and evaluated under three prediction horizons: 1. None -- Classical FBC that uses the currently measured value of CV [4, 5]; 2.
Physical unrealizability (PU) is an anomaly that is strictly an artifact of a dynamic system. A dynamic system has at least one process state (i.e., output or response) that does not change to its new value immediately when input changes occur that cause its value (i.e., level) to change. This behavior contrasts with a nondynamic system that changes to its new state immediately when inputs change (also, called “disturbances”).
There are two basic dynamic phenomena – time lag and time delay (also called “dead time”) which are shown in Figure 1. This figure illustrates nondynamic and dynamic relationships for the response,
Response
When a system is dynamic, its mass and/or internal energy changes over time, being driven to a new state due to input changes, arriving there at a time different than when the input was changed. Mathematically (and theoretically) this is seen as a time-order differential equation. Such an equation is given in terms of input
The dynamic form represented by Eq. (1) is PU if
However, there are ways to address these PU cases in practice. For the first case,
Thus, digital and sensor technologies, among other advancements, have significantly contributed to an ability to approximate Eq. (1) when
For the other case, i.e., when the time delay is a negative value such as a -5
Thus, as shown by Eq. (3), the output depends on future values of the input. However, discrete-time modeling provides a means to express an approximate solution in a PU form where knowledge of future changes allows approximation of the output. An example where this type of approximation is applied, is the control of blood glucose concentration (BGC) for people with type 1 diabetes [10]. The manipulated variable (MV) for the automatic regulation of the exogenous insulin infusion from a servo-mechanical pump can have a deadtime of 60 minutes and carbohydrates from meals can have a deadtime of 30 minutes [11], resulting in
Accurate forecast dynamic modeling in the context of process control has two critical applications. One is accurately , even slight, extrapolation. In contrast, first principles model structures are: 1. nonlinear and thus, naturally break down correlation structures in the input data; 2. have physically interpretable parameters; and 3. often physical constraints with a theoretical basis. Nonetheless, theoretically based modeling of real data outside a controlled environment such as a lab, is often some combination of empiricism and first principles knowledge, which is essentially a “hybrid model” that is often called “gray box” or “semi-empirical” models. Models that are fully theoretical in derivation and structure but use data to obtain unknown physically interpretable model parameters, are classified in this document as semi-theoretical models.
Theoretically structured dynamic systems can be linearized (i.e., approximated) in time dependent variables (i.e.,
Rearranging Eq. (5) into the form of Eq. (1) gives:
where
Eq. (7) gives a second-order version of Eq. (1) for inputs
where
Block diagram for the wiener network with
Rollins, et al. [15] developed a multiple-input, single-output, discrete-time, non-linear Wiener dynamic approach using backwards difference derivatives based on Eqs. (7) and (8). Using a backward difference approximation applied to a sampling interval of
where
After obtaining
Modification of Eq. (13) for forecasting
where
where the
As discussed above, a change in MV will not affect CV until
These three control algorithms were compared by [6] in their ability to automatically control CV for a true FOPDT process with
Figure 3 presents the results of this study found in [6]. As shown, CV (
CV (y) responses (left panels) and MV (M) changes (right panels) for FBPC, FBC and MPC for the FOPDT process. The top case is for
All classical process control textbooks (e.g., [4, 5]) derive the FFC algorithm from a block diagram and give the FFC transfer function for each DV,
Thus,
Process Control textbooks commonly describe additive and linear dynamic FFC and present the algorithms in the continuous-time Laplace (s-) domain. This section presents a FFC approach that is: 1. given in the time domain; 2. discrete-time; 3. able to treat all types of non-additive behavior as well as nonlinear dynamic and static behavior and; 4. combines all disturbances functionally into one FFC law (i.e., all the DV’s enter one FFC equation). A block diagram of this FFC approach based on the Wiener network is given in Figure 4. As shown, the modeled disturbances are
Multiple-input FBC/FFC block diagram for a
where
For
Eq. (20) gives an explicit solution for the FFC signal,
Eq. (20) is evaluated now to determine if it can meet the standard of perfect control for
CV (
A general BOM FBFF block diagram shown with
FFPC is now evaluated on the
Flow diagram of the CSTR in the
A proportional-integral (PI) feedback controller was implemented in this study. Thus, FBPC was not used for FBC in any case to evaluate FFPC exclusive of FBPC. For this controller
Input sequences (left plot)
The results of FBC with FFPC for the two disturbances is shown in Figure 9. The left plot is for FBC only. The right plot is FBC with announcements for
The effect of
As demonstrated above, FBPC is an effective FBC strategy when
An example of a SP process with
A block diagram showing the blocks between
For a Figure 10 type process, the SP should compensate for the deadtime (i.e., reduce its effect) and respond quicker using an accurate estimate of
Similarly, for FBPC,
The same simulated CSTR used above was used in this study to compare classical FBC, FBPC and the SP control algorithm with and without feedback correction. A step test in
The fitted process reaction curve of
The SP estimate without BC is obtained from Eq. (23) as
With BC, the SP estimate is
For a step change in the set point temperature of 4°C, the responses for tank temperature (
Graphical SP results.
Controller | ||
---|---|---|
PI | 0.20 | 12.70 |
SP w BC | 0.41 | 14.00 |
SP w/o BC | 1.50 | 15.00 |
FBPC | 1.50 | 15.00 |
Tuning values in the SP study.
This chapter has focused on the use of discrete-time dynamic forecast modeling to enhance FBC and all types of FFC. Discrete-time modeling has the advantage of obtaining solutions to PU systems without having to make assumptions to make the system an approximation of a physically realizable system. Models do not have to be
When MV has deadtime with-respects-to CV (e.g.,
A discrete-time FFC approach (FFPC) was presented in this chapter that can be effective when , can significantly improve FFC as demonstrated in the CSTR simulation study.
The SP is a model-based feedback control algorithm that can be quite effective when there is no deadtime between a change in MV and its impact on CV, and the measured value of CV has deadtime. For this situation, FBPC, that uses a forecast value for CV based on a model developed from the measured value of CV with deadtime, gives the equivalent result of the SP. However, the SP is limited to this case, but FBPC is not. More specifically, FBPC is applicable when there is deadtime for changes in MV and its effect on CV but the SP is not. Finally, one should exercise care when using the bias correction (BC) method in the block diagram for the SP. It can lead to a significantly suboptimal SP as shown in this work. A better alternative is to use one that is obtained from modeling the serially correlated structure in the process as given in this chapter. A flowchart illustrating the complete process of the proposed framework of this chapter is shown in Figure 14.
Flowchart illustrating the complete process of the proposed framework of this chapter.
I thank Kendra Kreienbrink for helping with the references and for proofreading this document.
cross-sectional area of the tank
the nth constant
the signal of CV in the SP algorithm
bias correction in the SP algorithm
the signal of CV with deadtime
the
inlet concentration to the CSTR (
the feedforward control law criterion for perfect control
the feedback error =
inlet flow rate of the coolant to the jacket of the CSTR
the true function in the FFC law that satisfy
is an unrestricted mathematical function that maps each
feedforward transfer function
DV transfer function
transfer function with output
transfer function for CV in signal
MV transfer function
process transfer function
transfer function for MV
the tank level
the only controller tuning parameter for MPC.
process gain
controller gain for FBC
the input signal to MV transfer function
FBC input signal to MV transfer function
FFC input signal to MV transfer function
inlet flow rate of Stream 1
flowrate in the Laplace domain entering the system
flow rate of the outlet stream
valve resistance
current time or just time
the physical value of CV in SP case
inlet temperature of the coolant to the jacket of the CSTR
measured tank temperature
dynamic output for
is a vector of the
input
the value of
deviation of
the response = output
the estimate of
time delay or deadtime
the true value of the output at time
the estimate of
dynamic coefficient for the
dynamic coefficient for output
dead time of the controlled variable
dead time of the disturbance variable
dead time of the manipulated variable
reset time for FBC
process time constant
the sample rate
BGC | blood glucose concentration |
CSTR | Continuous-Stirred-Tank-Reactor |
CV | control variable |
DT | deadtime |
DV | disturbance variable |
EM | empirical modeling |
EMM | empirical modeling methods |
FBC | feedback control |
FBFFC | feedback/feedforward control |
FBPC | feedback predictive control |
FFC | feedforward control |
FFPC | feedforward predictive control |
FOPDT | first-order-plus-deadtime |
MISO | multiple-input, single-output |
MPC | model predictive control |
MV | manipulated variable |
PID | proportional, integral, derivative |
PH | prediction horizon |
PU | physically unrealizable |
SEM | semi-empirical model |
SDOE | statistical design of experiments |
STM | semi-theoretical model |
SP | Smith Predictor |
SOPDT | second-order-plus-deadtime |
TDPU | time delay physical unrealizability |
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The protection requirement of these two types differs as the protection needs of an independent microgrid are intended for protecting components and systems within the microgrid, whereas a grid connected microgrid demands both internal and external protection. The first part of this chapter is dedicated to independent microgrids. How protection devices such as residual current circuit breakers, miniature and moulded case circuit breakers, and surge protective devices should be selected for an example microgrid is discussed while referring to the relevant standards. In the next section, the protection of a grid connected microgrid is discussed. Particularly, micro-source protection, microgrid protection, loss of mains protection and fault ride-through requirements are discussed while referring to two commonly used distributed generator connection codes. An example with simulations carried out in the IPSA simulation platform was used to explain different protection requirements and calculation procedures. Finally, grounding requirements are discussed while referring to different interfacing transformer connections and voltage source inverter connections.",book:{id:"10176",slug:"microgrids-and-local-energy-systems",title:"Microgrids and Local Energy Systems",fullTitle:"Microgrids and Local Energy Systems"},signatures:"Janaka Ekanayake",authors:[{id:"328170",title:"Prof.",name:"Janake",middleName:null,surname:"Ekanayake",slug:"janake-ekanayake",fullName:"Janake Ekanayake"}]},{id:"47585",title:"Free Space Optical Communications — Theory and Practices",slug:"free-space-optical-communications-theory-and-practices",totalDownloads:9076,totalCrossrefCites:45,totalDimensionsCites:64,abstract:null,book:{id:"4473",slug:"contemporary-issues-in-wireless-communications",title:"Contemporary Issues in Wireless Communications",fullTitle:"Contemporary Issues in Wireless Communications"},signatures:"Abdulsalam Ghalib Alkholidi and Khaleel Saeed Altowij",authors:[{id:"100466",title:"Dr.",name:"Abdulsalam",middleName:null,surname:"Alkholidi",slug:"abdulsalam-alkholidi",fullName:"Abdulsalam Alkholidi"},{id:"131091",title:"MSc.",name:"Khalil",middleName:null,surname:"Altowij",slug:"khalil-altowij",fullName:"Khalil Altowij"}]},{id:"41657",title:"Algorithms for Efficient Computation of Convolution",slug:"algorithms-for-efficient-computation-of-convolution",totalDownloads:10220,totalCrossrefCites:15,totalDimensionsCites:20,abstract:null,book:{id:"3158",slug:"design-and-architectures-for-digital-signal-processing",title:"Design and Architectures for Digital Signal Processing",fullTitle:"Design and Architectures for Digital Signal Processing"},signatures:"Karas Pavel and Svoboda David",authors:[{id:"154795",title:"Ph.D. Student",name:"Pavel",middleName:null,surname:"Karas",slug:"pavel-karas",fullName:"Pavel Karas"},{id:"155141",title:"Dr.",name:"David",middleName:null,surname:"Svoboda",slug:"david-svoboda",fullName:"David Svoboda"}]}],onlineFirstChaptersFilter:{topicId:"116",limit:6,offset:0},onlineFirstChaptersCollection:[{id:"82123",title:"Microwave-Assisted Pyrolysis Process: From a Laboratory Scale to an Industrial Plant",slug:"microwave-assisted-pyrolysis-process-from-a-laboratory-scale-to-an-industrial-plant",totalDownloads:36,totalDimensionsCites:0,doi:"10.5772/intechopen.104925",abstract:"One of the great challenges for the European Union (EU) is the “Circular Economy Package,” and to achieve this goal, materials at the end of their life cycle must be recycled using a sustainable process. In this way, as a thermochemical treatment, pyrolysis represents a significant opportunity so long it leads to the recovery of both energy and chemical content of mixed, contaminated, or deteriorated plastics. An excellent history of an academic-industrial adventure started in 2008 at the Department of Chemistry of the University of Florence demonstrates the possibility of employing microwaves to recycle plastics to preserve their energy and chemical content. After that, Techwave started industrialization of the process in 2019, realizing a small-scale prototype followed by a full-scale pilot plant using different plastic materials (e.g., polystyrene, acrylonitrile-butadiene-styrene (ABS), and polypropylene). Nowadays, the plant may process 90 kg/h of plastics with a low formation of char and gas and an interesting amount of liquid useful as a source of chemicals or fuel because it has an LHV of 35–43 kJ/kg. The Microwave-Assisted Pyrolysis (MAP) is an industrial novelty in plastic recycling, and it looks very promising for a much more modern and innovative plastic waste recovery system.",book:{id:"11145",title:"Recent Microwave Technologies",coverURL:"https://cdn.intechopen.com/books/images_new/11145.jpg"},signatures:"Marco Frediani, Piero Frediani, Gianni Innocenti, Irene Mellone, Roberto Simoni and Gianpaolo Oteri"},{id:"82420",title:"Applications of Microwaves in Medicine and Biology",slug:"applications-of-microwaves-in-medicine-and-biology",totalDownloads:23,totalDimensionsCites:0,doi:"10.5772/intechopen.105492",abstract:"This chapter deals with the description of recent research activities oriented on the perspective of microwave technologies in medicine and biology. It brings new ideas about the possibilities of using microwaves in thermotherapy—above all toward hyperthermia in cancer treatment. Development of new types of hyperthermia applicators (based, e.g., on technologies such as metamaterials, evanescent modes in waveguides, and other types of transmission structures) will be discussed here. Furthermore, we would like to underline in this chapter perspectives of microwaves in medical diagnostics. It is possible to expect that, e.g., microwave differential tomography, UWB radar, and microwave radiometers (all three can be used both for medical diagnostic and for noninvasive temperature measurement) will soon play an important role in it. Finally, experimental equipment necessary for research on the biological effects of EM fields is presented.",book:{id:"11145",title:"Recent Microwave Technologies",coverURL:"https://cdn.intechopen.com/books/images_new/11145.jpg"},signatures:"David Vrba, Jan Vrba, Ondrej Fiser, Jesus Cumana, Milan Babak and Jan Vrba Senior"},{id:"81917",title:"Fluidics for Reconfigurable Microwave Components",slug:"fluidics-for-reconfigurable-microwave-components",totalDownloads:15,totalDimensionsCites:0,doi:"10.5772/intechopen.104857",abstract:"Dielectric and conducting liquids with varying electromagnetic properties can offer novel alternatives for building tunable microwave passive components as well as antennas. Injecting these fluidics in or around microwave substrates alters their overall electrical characteristics, enabling circuit reconfigurability. Alternatively, changing the shapes and dimensions of conductors by using liquid metals can achieve similar reconfigurability. An overview of different liquids and their electromagnetic properties is first given. The principles behind the reconfigurability of the electrical characteristics of typical guiding structures based on mode shape variation in the presence of fluids are discussed. The realization of an N-bit programmable impedance tuner in 3D LTCC technology based on these principles is presented.",book:{id:"11145",title:"Recent Microwave Technologies",coverURL:"https://cdn.intechopen.com/books/images_new/11145.jpg"},signatures:"Dorra Bahloul, Ines Amor and Ammar Kouki"},{id:"82105",title:"Vehicle-To-Anything: The Trend of Internet of Vehicles in Future Smart Cities",slug:"vehicle-to-anything-the-trend-of-internet-of-vehicles-in-future-smart-cities",totalDownloads:12,totalDimensionsCites:0,doi:"10.5772/intechopen.105043",abstract:"This chapter includes five parts—the concept of vehicle-to-anything (V2X), introduction of visible light communication (VLC), free-space optical communication (FSO), and terahertz (THz). The first part will present the concept of V2X. V2X is the basis and fundamental technology of future smart cars, autonomous driving, and smart transportation systems. Vehicle-to-network (V2N), vehicle-to-vehicle (V2V), vehicle-to-infrastructure (V2I), and vehicle-to-people (V2P) are included in V2X. V2X will lead to a high degree of interconnection of vehicles. The concept of VLC is presented in the second part. Intelligent reflecting surface (IRS) for nano-optics and FSO communication is introduced in the third part. At the same time, IRS keeps pace with the phase in communication links. Prospects of THz in glamorous cities are introduced in the fourth part. These new technologies will lead to trends in the future. A comparison of optical communication technology and applications in V2X is described in the fifth part.",book:{id:"10963",title:"Intelligent Electronics and Circuits - Terahertz, ITS, and Beyond",coverURL:"https://cdn.intechopen.com/books/images_new/10963.jpg"},signatures:"Mingbo Niu, Xiaoqiong Huang and Hucheng Wang"},{id:"82046",title:"One Model of Microwave Heating of Water Drop",slug:"one-model-of-microwave-heating-of-water-drop",totalDownloads:9,totalDimensionsCites:0,doi:"10.5772/intechopen.104949",abstract:"This work deals with the modeling of microwave heating of a water drop. A drop model is reduced to its electric dipoles, masses, and charges are constructed using the associating of COMSOL Multiphysics and Matlab software. The considered model proposes a microscopic point of view on microwave heating, which transforms electrical energy into heat.",book:{id:"11145",title:"Recent Microwave Technologies",coverURL:"https://cdn.intechopen.com/books/images_new/11145.jpg"},signatures:"Serge Lefeuvre and Olga Gomonova"},{id:"82076",title:"Power Divider/Combiner",slug:"power-divider-combiner",totalDownloads:17,totalDimensionsCites:0,doi:"10.5772/intechopen.104911",abstract:"With the remarkable progress in the use of Internet of Things (IoT) and 5G, there is a demand for higher performance such as miniaturization, broadband/multiband, low loss, and high integration for several microwave circuits. This chapter treats microwave power dividers/combiners used in amplifiers, mixers, phase shifters, antenna feeding networks, and so on. Here, the treated circuits are composed of LC-ladder circuits and an absorption resistor. It shows that multiband (dual-band and tri-band) and broadband can be achieved by changing the number of stages of the LC-ladder circuit. In addition, the effectiveness of this design method is demonstrated by electromagnetic simulations and prototype experiments.",book:{id:"11145",title:"Recent Microwave Technologies",coverURL:"https://cdn.intechopen.com/books/images_new/11145.jpg"},signatures:"Tadashi Kawai, Ayumu Tsuchiya and Akira Enokihara"}],onlineFirstChaptersTotal:41},preDownload:{success:null,errors:{}},subscriptionForm:{success:null,errors:{}},aboutIntechopen:{},privacyPolicy:{},peerReviewing:{},howOpenAccessPublishingWithIntechopenWorks:{},sponsorshipBooks:{sponsorshipBooks:[],offset:0,limit:8,total:null},allSeries:{pteSeriesList:[{id:"14",title:"Artificial Intelligence",numberOfPublishedBooks:9,numberOfPublishedChapters:90,numberOfOpenTopics:6,numberOfUpcomingTopics:0,issn:"2633-1403",doi:"10.5772/intechopen.79920",isOpenForSubmission:!0},{id:"7",title:"Biomedical Engineering",numberOfPublishedBooks:12,numberOfPublishedChapters:108,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2631-5343",doi:"10.5772/intechopen.71985",isOpenForSubmission:!0}],lsSeriesList:[{id:"11",title:"Biochemistry",numberOfPublishedBooks:33,numberOfPublishedChapters:330,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2632-0983",doi:"10.5772/intechopen.72877",isOpenForSubmission:!0},{id:"25",title:"Environmental Sciences",numberOfPublishedBooks:1,numberOfPublishedChapters:19,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2754-6713",doi:"10.5772/intechopen.100362",isOpenForSubmission:!0},{id:"10",title:"Physiology",numberOfPublishedBooks:14,numberOfPublishedChapters:145,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2631-8261",doi:"10.5772/intechopen.72796",isOpenForSubmission:!0}],hsSeriesList:[{id:"3",title:"Dentistry",numberOfPublishedBooks:9,numberOfPublishedChapters:141,numberOfOpenTopics:2,numberOfUpcomingTopics:0,issn:"2631-6218",doi:"10.5772/intechopen.71199",isOpenForSubmission:!0},{id:"6",title:"Infectious Diseases",numberOfPublishedBooks:13,numberOfPublishedChapters:124,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2631-6188",doi:"10.5772/intechopen.71852",isOpenForSubmission:!0},{id:"13",title:"Veterinary Medicine and Science",numberOfPublishedBooks:11,numberOfPublishedChapters:112,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2632-0517",doi:"10.5772/intechopen.73681",isOpenForSubmission:!0}],sshSeriesList:[{id:"22",title:"Business, Management and Economics",numberOfPublishedBooks:1,numberOfPublishedChapters:22,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2753-894X",doi:"10.5772/intechopen.100359",isOpenForSubmission:!0},{id:"23",title:"Education and Human Development",numberOfPublishedBooks:0,numberOfPublishedChapters:11,numberOfOpenTopics:1,numberOfUpcomingTopics:1,issn:null,doi:"10.5772/intechopen.100360",isOpenForSubmission:!0},{id:"24",title:"Sustainable Development",numberOfPublishedBooks:1,numberOfPublishedChapters:19,numberOfOpenTopics:5,numberOfUpcomingTopics:0,issn:"2753-6580",doi:"10.5772/intechopen.100361",isOpenForSubmission:!0}],testimonialsList:[{id:"13",text:"The collaboration with and support of the technical staff of IntechOpen is fantastic. The whole process of submitting an article and editing of the submitted article goes extremely smooth and fast, the number of reads and downloads of chapters is high, and the contributions are also frequently cited.",author:{id:"55578",name:"Antonio",surname:"Jurado-Navas",institutionString:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRisIQAS/Profile_Picture_1626166543950",slug:"antonio-jurado-navas",institution:{id:"720",name:"University of Malaga",country:{id:null,name:"Spain"}}}},{id:"6",text:"It is great to work with the IntechOpen to produce a worthwhile collection of research that also becomes a great educational resource and guide for future research endeavors.",author:{id:"259298",name:"Edward",surname:"Narayan",institutionString:null,profilePictureURL:"https://mts.intechopen.com/storage/users/259298/images/system/259298.jpeg",slug:"edward-narayan",institution:{id:"3",name:"University of Queensland",country:{id:null,name:"Australia"}}}}]},series:{item:{id:"11",title:"Biochemistry",doi:"10.5772/intechopen.72877",issn:"2632-0983",scope:"Biochemistry, the study of chemical transformations occurring within living organisms, impacts all areas of life sciences, from molecular crystallography and genetics to ecology, medicine, and population biology. Biochemistry examines macromolecules - proteins, nucleic acids, carbohydrates, and lipids – and their building blocks, structures, functions, and interactions. Much of biochemistry is devoted to enzymes, proteins that catalyze chemical reactions, enzyme structures, mechanisms of action and their roles within cells. Biochemistry also studies small signaling molecules, coenzymes, inhibitors, vitamins, and hormones, which play roles in life processes. Biochemical experimentation, besides coopting classical chemistry methods, e.g., chromatography, adopted new techniques, e.g., X-ray diffraction, electron microscopy, NMR, radioisotopes, and developed sophisticated microbial genetic tools, e.g., auxotroph mutants and their revertants, fermentation, etc. More recently, biochemistry embraced the ‘big data’ omics systems. Initial biochemical studies have been exclusively analytic: dissecting, purifying, and examining individual components of a biological system; in the apt words of Efraim Racker (1913 –1991), “Don’t waste clean thinking on dirty enzymes.” Today, however, biochemistry is becoming more agglomerative and comprehensive, setting out to integrate and describe entirely particular biological systems. The ‘big data’ metabolomics can define the complement of small molecules, e.g., in a soil or biofilm sample; proteomics can distinguish all the comprising proteins, e.g., serum; metagenomics can identify all the genes in a complex environment, e.g., the bovine rumen. This Biochemistry Series will address the current research on biomolecules and the emerging trends with great promise.",coverUrl:"https://cdn.intechopen.com/series/covers/11.jpg",latestPublicationDate:"August 2nd, 2022",hasOnlineFirst:!0,numberOfPublishedBooks:33,editor:{id:"31610",title:"Dr.",name:"Miroslav",middleName:null,surname:"Blumenberg",slug:"miroslav-blumenberg",fullName:"Miroslav Blumenberg",profilePictureURL:"https://mts.intechopen.com/storage/users/31610/images/system/31610.jpg",biography:"Miroslav Blumenberg, Ph.D., was born in Subotica and received his BSc in Belgrade, Yugoslavia. He completed his Ph.D. at MIT in Organic Chemistry; he followed up his Ph.D. with two postdoctoral study periods at Stanford University. Since 1983, he has been a faculty member of the RO Perelman Department of Dermatology, NYU School of Medicine, where he is codirector of a training grant in cutaneous biology. Dr. Blumenberg’s research is focused on the epidermis, expression of keratin genes, transcription profiling, keratinocyte differentiation, inflammatory diseases and cancers, and most recently the effects of the microbiome on the skin. He has published more than 100 peer-reviewed research articles and graduated numerous Ph.D. and postdoctoral students.",institutionString:null,institution:{name:"New York University Langone Medical Center",institutionURL:null,country:{name:"United States of America"}}},editorTwo:null,editorThree:null},subseries:{paginationCount:4,paginationItems:[{id:"14",title:"Cell and Molecular Biology",coverUrl:"https://cdn.intechopen.com/series_topics/covers/14.jpg",isOpenForSubmission:!0,editor:{id:"165627",title:"Dr.",name:"Rosa María",middleName:null,surname:"Martínez-Espinosa",slug:"rosa-maria-martinez-espinosa",fullName:"Rosa María Martínez-Espinosa",profilePictureURL:"https://mts.intechopen.com/storage/users/165627/images/system/165627.jpeg",biography:"Dr. Rosa María Martínez-Espinosa has been a Spanish Full Professor since 2020 (Biochemistry and Molecular Biology) and is currently Vice-President of International Relations and Cooperation development and leader of the research group 'Applied Biochemistry” (University of Alicante, Spain). Other positions she has held at the university include Vice-Dean of Master Programs, Vice-Dean of the Degree in Biology and Vice-Dean for Mobility and Enterprise and Engagement at the Faculty of Science (University of Alicante). She received her Bachelor in Biology in 1998 (University of Alicante) and her PhD in 2003 (Biochemistry, University of Alicante). She undertook post-doctoral research at the University of East Anglia (Norwich, U.K. 2004-2005; 2007-2008).\nHer multidisciplinary research focuses on investigating archaea and their potential applications in biotechnology. She has an H-index of 21. She has authored one patent and has published more than 70 indexed papers and around 60 book chapters.\nShe has contributed to more than 150 national and international meetings during the last 15 years. Her research interests include archaea metabolism, enzymes purification and characterization, gene regulation, carotenoids and bioplastics production, antioxidant\ncompounds, waste water treatments, and brines bioremediation.\nRosa María’s other roles include editorial board member for several journals related\nto biochemistry, reviewer for more than 60 journals (biochemistry, molecular biology, biotechnology, chemistry and microbiology) and president of several organizing committees in international meetings related to the N-cycle or respiratory processes.",institutionString:null,institution:{name:"University of Alicante",institutionURL:null,country:{name:"Spain"}}},editorTwo:null,editorThree:null},{id:"15",title:"Chemical Biology",coverUrl:"https://cdn.intechopen.com/series_topics/covers/15.jpg",isOpenForSubmission:!0,editor:{id:"441442",title:"Dr.",name:"Şükrü",middleName:null,surname:"Beydemir",slug:"sukru-beydemir",fullName:"Şükrü Beydemir",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y00003GsUoIQAV/Profile_Picture_1634557147521",biography:"Dr. Şükrü Beydemir obtained a BSc in Chemistry in 1995 from Yüzüncü Yıl University, MSc in Biochemistry in 1998, and PhD in Biochemistry in 2002 from Atatürk University, Turkey. He performed post-doctoral studies at Max-Planck Institute, Germany, and University of Florence, Italy in addition to making several scientific visits abroad. He currently works as a Full Professor of Biochemistry in the Faculty of Pharmacy, Anadolu University, Turkey. Dr. Beydemir has published over a hundred scientific papers spanning protein biochemistry, enzymology and medicinal chemistry, reviews, book chapters and presented several conferences to scientists worldwide. He has received numerous publication awards from various international scientific councils. He serves in the Editorial Board of several international journals. Dr. Beydemir is also Rector of Bilecik Şeyh Edebali University, Turkey.",institutionString:null,institution:{name:"Anadolu University",institutionURL:null,country:{name:"Turkey"}}},editorTwo:{id:"13652",title:"Prof.",name:"Deniz",middleName:null,surname:"Ekinci",slug:"deniz-ekinci",fullName:"Deniz Ekinci",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002aYLT1QAO/Profile_Picture_1634557223079",biography:"Dr. Deniz Ekinci obtained a BSc in Chemistry in 2004, MSc in Biochemistry in 2006, and PhD in Biochemistry in 2009 from Atatürk University, Turkey. He studied at Stetson University, USA, in 2007-2008 and at the Max Planck Institute of Molecular Cell Biology and Genetics, Germany, in 2009-2010. Dr. Ekinci currently works as a Full Professor of Biochemistry in the Faculty of Agriculture and is the Head of the Enzyme and Microbial Biotechnology Division, Ondokuz Mayıs University, Turkey. He is a member of the Turkish Biochemical Society, American Chemical Society, and German Genetics society. Dr. Ekinci published around ninety scientific papers, reviews and book chapters, and presented several conferences to scientists. He has received numerous publication awards from several scientific councils. Dr. Ekinci serves as the Editor in Chief of four international books and is involved in the Editorial Board of several international journals.",institutionString:null,institution:{name:"Ondokuz Mayıs University",institutionURL:null,country:{name:"Turkey"}}},editorThree:null},{id:"17",title:"Metabolism",coverUrl:"https://cdn.intechopen.com/series_topics/covers/17.jpg",isOpenForSubmission:!0,editor:{id:"138626",title:"Dr.",name:"Yannis",middleName:null,surname:"Karamanos",slug:"yannis-karamanos",fullName:"Yannis Karamanos",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002g6Jv2QAE/Profile_Picture_1629356660984",biography:"Yannis Karamanos, born in Greece in 1953, completed his pre-graduate studies at the Université Pierre et Marie Curie, Paris, then his Masters and Doctoral degree at the Université de Lille (1983). He was associate professor at the University of Limoges (1987) before becoming full professor of biochemistry at the Université d’Artois (1996). He worked on the structure-function relationships of glycoconjugates and his main project was the investigations on the biological roles of the de-N-glycosylation enzymes (Endo-N-acetyl-β-D-glucosaminidase and peptide-N4-(N-acetyl-β-glucosaminyl) asparagine amidase). From 2002 he contributes to the understanding of the Blood-brain barrier functioning using proteomics approaches. He has published more than 70 papers. His teaching areas are energy metabolism and regulation, integration and organ specialization and metabolic adaptation.",institutionString:null,institution:{name:"Artois University",institutionURL:null,country:{name:"France"}}},editorTwo:null,editorThree:null},{id:"18",title:"Proteomics",coverUrl:"https://cdn.intechopen.com/series_topics/covers/18.jpg",isOpenForSubmission:!0,editor:{id:"200689",title:"Prof.",name:"Paolo",middleName:null,surname:"Iadarola",slug:"paolo-iadarola",fullName:"Paolo Iadarola",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bSCl8QAG/Profile_Picture_1623568118342",biography:"Paolo Iadarola graduated with a degree in Chemistry from the University of Pavia (Italy) in July 1972. He then worked as an Assistant Professor at the Faculty of Science of the same University until 1984. In 1985, Prof. Iadarola became Associate Professor at the Department of Biology and Biotechnologies of the University of Pavia and retired in October 2017. Since then, he has been working as an Adjunct Professor in the same Department at the University of Pavia. His research activity during the first years was primarily focused on the purification and structural characterization of enzymes from animal and plant sources. During this period, Prof. Iadarola familiarized himself with the conventional techniques used in column chromatography, spectrophotometry, manual Edman degradation, and electrophoresis). Since 1995, he has been working on: i) the determination in biological fluids (serum, urine, bronchoalveolar lavage, sputum) of proteolytic activities involved in the degradation processes of connective tissue matrix, and ii) on the identification of biological markers of lung diseases. In this context, he has developed and validated new methodologies (e.g., Capillary Electrophoresis coupled to Laser-Induced Fluorescence, CE-LIF) whose application enabled him to determine both the amounts of biochemical markers (Desmosines) in urine/serum of patients affected by Chronic Obstructive Pulmonary Disease (COPD) and the activity of proteolytic enzymes (Human Neutrophil Elastase, Cathepsin G, Pseudomonas aeruginosa elastase) in sputa of these patients. More recently, Prof. Iadarola was involved in developing techniques such as two-dimensional electrophoresis coupled to liquid chromatography/mass spectrometry (2DE-LC/MS) for the proteomic analysis of biological fluids aimed at the identification of potential biomarkers of different lung diseases. He is the author of about 150 publications (According to Scopus: H-Index: 23; Total citations: 1568- According to WOS: H-Index: 20; Total Citations: 1296) of peer-reviewed international journals. He is a Consultant Reviewer for several journals, including the Journal of Chromatography A, Journal of Chromatography B, Plos ONE, Proteomes, International Journal of Molecular Science, Biotech, Electrophoresis, and others. He is also Associate Editor of Biotech.",institutionString:null,institution:{name:"University of Pavia",institutionURL:null,country:{name:"Italy"}}},editorTwo:{id:"201414",title:"Dr.",name:"Simona",middleName:null,surname:"Viglio",slug:"simona-viglio",fullName:"Simona Viglio",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRKDHQA4/Profile_Picture_1630402531487",biography:"Simona Viglio is an Associate Professor of Biochemistry at the Department of Molecular Medicine at the University of Pavia. She has been working since 1995 on the determination of proteolytic enzymes involved in the degradation process of connective tissue matrix and on the identification of biological markers of lung diseases. She gained considerable experience in developing and validating new methodologies whose applications allowed her to determine both the amount of biomarkers (Desmosine and Isodesmosine) in the urine of patients affected by COPD, and the activity of proteolytic enzymes (HNE, Cathepsin G, Pseudomonas aeruginosa elastase) in the sputa of these patients. Simona Viglio was also involved in research dealing with the supplementation of amino acids in patients with brain injury and chronic heart failure. She is presently engaged in the development of 2-DE and LC-MS techniques for the study of proteomics in biological fluids. The aim of this research is the identification of potential biomarkers of lung diseases. 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Singh",profilePictureURL:"https://mts.intechopen.com/storage/users/329385/images/system/329385.png",institutionString:"Punjab Technical University",institution:{name:"Punjab Technical University",institutionURL:null,country:{name:"India"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"8018",title:"Extracellular Matrix",subtitle:"Developments and Therapeutics",coverURL:"https://cdn.intechopen.com/books/images_new/8018.jpg",slug:"extracellular-matrix-developments-and-therapeutics",publishedDate:"October 27th 2021",editedByType:"Edited by",bookSignature:"Rama Sashank Madhurapantula, Joseph Orgel P.R.O. and Zvi Loewy",hash:"c85e82851e80b40282ff9be99ddf2046",volumeInSeries:23,fullTitle:"Extracellular Matrix - Developments and Therapeutics",editors:[{id:"212416",title:"Dr.",name:"Rama Sashank",middleName:null,surname:"Madhurapantula",slug:"rama-sashank-madhurapantula",fullName:"Rama Sashank Madhurapantula",profilePictureURL:"https://mts.intechopen.com/storage/users/212416/images/system/212416.jpg",institutionString:"Illinois Institute of Technology",institution:{name:"Illinois Institute of Technology",institutionURL:null,country:{name:"United States of America"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null}]},subseriesFiltersForPublishedBooks:[{group:"subseries",caption:"Proteomics",value:18,count:4},{group:"subseries",caption:"Metabolism",value:17,count:6},{group:"subseries",caption:"Cell and Molecular Biology",value:14,count:9},{group:"subseries",caption:"Chemical Biology",value:15,count:14}],publicationYearFilters:[{group:"publicationYear",caption:"2022",value:2022,count:9},{group:"publicationYear",caption:"2021",value:2021,count:7},{group:"publicationYear",caption:"2020",value:2020,count:12},{group:"publicationYear",caption:"2019",value:2019,count:3},{group:"publicationYear",caption:"2018",value:2018,count:2}],authors:{paginationCount:148,paginationItems:[{id:"165328",title:"Dr.",name:"Vahid",middleName:null,surname:"Asadpour",slug:"vahid-asadpour",fullName:"Vahid Asadpour",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/165328/images/system/165328.jpg",biography:"Vahid Asadpour, MS, Ph.D., is currently with the Department of Research and Evaluation, Kaiser Permanente Southern California. He has both an MS and Ph.D. in Biomedical Engineering. He was previously a research scientist at the University of California Los Angeles (UCLA) and visiting professor and researcher at the University of North Dakota. He is currently working in artificial intelligence and its applications in medical signal processing. In addition, he is using digital signal processing in medical imaging and speech processing. Dr. Asadpour has developed brain-computer interfacing algorithms and has published books, book chapters, and several journal and conference papers in this field and other areas of intelligent signal processing. He has also designed medical devices, including a laser Doppler monitoring system.",institutionString:"Kaiser Permanente Southern California",institution:null},{id:"169608",title:"Prof.",name:"Marian",middleName:null,surname:"Găiceanu",slug:"marian-gaiceanu",fullName:"Marian Găiceanu",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/169608/images/system/169608.png",biography:"Prof. Dr. Marian Gaiceanu graduated from the Naval and Electrical Engineering Faculty, Dunarea de Jos University of Galati, Romania, in 1997. He received a Ph.D. (Magna Cum Laude) in Electrical Engineering in 2002. Since 2017, Dr. Gaiceanu has been a Ph.D. supervisor for students in Electrical Engineering. He has been employed at Dunarea de Jos University of Galati since 1996, where he is currently a professor. Dr. Gaiceanu is a member of the National Council for Attesting Titles, Diplomas and Certificates, an expert of the Executive Agency for Higher Education, Research Funding, and a member of the Senate of the Dunarea de Jos University of Galati. He has been the head of the Integrated Energy Conversion Systems and Advanced Control of Complex Processes Research Center, Romania, since 2016. He has conducted several projects in power converter systems for electrical drives, power quality, PEM and SOFC fuel cell power converters for utilities, electric vehicles, and marine applications with the Department of Regulation and Control, SIEI S.pA. (2002–2004) and the Polytechnic University of Turin, Italy (2002–2004, 2006–2007). He is a member of the Institute of Electrical and Electronics Engineers (IEEE) and cofounder-member of the IEEE Power Electronics Romanian Chapter. He is a guest editor at Energies and an academic book editor for IntechOpen. He is also a member of the editorial boards of the Journal of Electrical Engineering, Electronics, Control and Computer Science and Sustainability. Dr. Gaiceanu has been General Chairman of the IEEE International Symposium on Electrical and Electronics Engineering in the last six editions.",institutionString:'"Dunarea de Jos" University of Galati',institution:{name:'"Dunarea de Jos" University of Galati',country:{name:"Romania"}}},{id:"4519",title:"Prof.",name:"Jaydip",middleName:null,surname:"Sen",slug:"jaydip-sen",fullName:"Jaydip Sen",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/4519/images/system/4519.jpeg",biography:"Jaydip Sen is associated with Praxis Business School, Kolkata, India, as a professor in the Department of Data Science. His research areas include security and privacy issues in computing and communication, intrusion detection systems, machine learning, deep learning, and artificial intelligence in the financial domain. He has more than 200 publications in reputed international journals, refereed conference proceedings, and 20 book chapters in books published by internationally renowned publishing houses, such as Springer, CRC press, IGI Global, etc. Currently, he is serving on the editorial board of the prestigious journal Frontiers in Communications and Networks and in the technical program committees of a number of high-ranked international conferences organized by the IEEE, USA, and the ACM, USA. He has been listed among the top 2% of scientists in the world for the last three consecutive years, 2019 to 2021 as per studies conducted by the Stanford University, USA.",institutionString:"Praxis Business School",institution:null},{id:"320071",title:"Dr.",name:"Sidra",middleName:null,surname:"Mehtab",slug:"sidra-mehtab",fullName:"Sidra Mehtab",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y00002v6KHoQAM/Profile_Picture_1584512086360",biography:"Sidra Mehtab has completed her BS with honors in Physics from Calcutta University, India in 2018. She has done MS in Data Science and Analytics from Maulana Abul Kalam Azad University of Technology (MAKAUT), Kolkata, India in 2020. Her research areas include Econometrics, Time Series Analysis, Machine Learning, Deep Learning, Artificial Intelligence, and Computer and Network Security with a particular focus on Cyber Security Analytics. Ms. Mehtab has published seven papers in international conferences and one of her papers has been accepted for publication in a reputable international journal. She has won the best paper awards in two prestigious international conferences – BAICONF 2019, and ICADCML 2021, organized in the Indian Institute of Management, Bangalore, India in December 2019, and SOA University, Bhubaneswar, India in January 2021. Besides, Ms. Mehtab has also published two book chapters in two books. Seven of her book chapters will be published in a volume shortly in 2021 by Cambridge Scholars’ Press, UK. Currently, she is working as the joint editor of two edited volumes on Time Series Analysis and Forecasting to be published in the first half of 2021 by an international house. Currently, she is working as a Data Scientist with an MNC in Delhi, India.",institutionString:"NSHM College of Management and Technology",institution:{name:"Association for Computing Machinery",country:{name:"United States of America"}}},{id:"226240",title:"Dr.",name:"Andri Irfan",middleName:null,surname:"Rifai",slug:"andri-irfan-rifai",fullName:"Andri Irfan Rifai",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/226240/images/7412_n.jpg",biography:"Andri IRFAN is a Senior Lecturer of Civil Engineering and Planning. He completed the PhD at the Universitas Indonesia & Universidade do Minho with Sandwich Program Scholarship from the Directorate General of Higher Education and LPDP scholarship. He has been teaching for more than 19 years and much active to applied his knowledge in the project construction in Indonesia. His research interest ranges from pavement management system to advanced data mining techniques for transportation engineering. He has published more than 50 papers in journals and 2 books.",institutionString:null,institution:{name:"Universitas Internasional Batam",country:{name:"Indonesia"}}},{id:"314576",title:"Dr.",name:"Ibai",middleName:null,surname:"Laña",slug:"ibai-lana",fullName:"Ibai Laña",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/314576/images/system/314576.jpg",biography:"Dr. Ibai Laña works at TECNALIA as a data analyst. He received his Ph.D. in Artificial Intelligence from the University of the Basque Country (UPV/EHU), Spain, in 2018. He is currently a senior researcher at TECNALIA. His research interests fall within the intersection of intelligent transportation systems, machine learning, traffic data analysis, and data science. He has dealt with urban traffic forecasting problems, applying machine learning models and evolutionary algorithms. He has experience in origin-destination matrix estimation or point of interest and trajectory detection. Working with large volumes of data has given him a good command of big data processing tools and NoSQL databases. He has also been a visiting scholar at the Knowledge Engineering and Discovery Research Institute, Auckland University of Technology.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"314575",title:"Dr.",name:"Jesus",middleName:null,surname:"L. Lobo",slug:"jesus-l.-lobo",fullName:"Jesus L. Lobo",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/314575/images/system/314575.png",biography:"Dr. Jesús López is currently based in Bilbao (Spain) working at TECNALIA as Artificial Intelligence Research Scientist. In most cases, a project idea or a new research line needs to be investigated to see if it is good enough to take into production or to focus on it. That is exactly what he does, diving into Machine Learning algorithms and technologies to help TECNALIA to decide whether something is great in theory or will actually impact on the product or processes of its projects. So, he is expert at framing experiments, developing hypotheses, and proving whether they’re true or not, in order to investigate fundamental problems with a longer time horizon. He is also able to design and develop PoCs and system prototypes in simulation. He has participated in several national and internacional R&D projects.\n\nAs another relevant part of his everyday research work, he usually publishes his findings in reputed scientific refereed journals and international conferences, occasionally acting as reviewer and Programme Commitee member. Concretely, since 2018 he has published 9 JCR (8 Q1) journal papers, 9 conference papers (e.g. ECML PKDD 2021), and he has co-edited a book. He is also active in popular science writing data science stories for reputed blogs (KDNuggets, TowardsDataScience, Naukas). Besides, he has recently embarked on mentoring programmes as mentor, and has also worked as data science trainer.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"103779",title:"Prof.",name:"Yalcin",middleName:null,surname:"Isler",slug:"yalcin-isler",fullName:"Yalcin Isler",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRyQ8QAK/Profile_Picture_1628834958734",biography:"Yalcin Isler (1971 - Burdur / Turkey) received the B.Sc. degree in the Department of Electrical and Electronics Engineering from Anadolu University, Eskisehir, Turkey, in 1993, the M.Sc. degree from the Department of Electronics and Communication Engineering, Suleyman Demirel University, Isparta, Turkey, in 1996, the Ph.D. degree from the Department of Electrical and Electronics Engineering, Dokuz Eylul University, Izmir, Turkey, in 2009, and the Competence of Associate Professorship from the Turkish Interuniversity Council in 2019.\n\nHe was Lecturer at Burdur Vocational School in Suleyman Demirel University (1993-2000, Burdur / Turkey), Software Engineer (2000-2002, Izmir / Turkey), Research Assistant in Bulent Ecevit University (2002-2003, Zonguldak / Turkey), Research Assistant in Dokuz Eylul University (2003-2010, Izmir / Turkey), Assistant Professor at the Department of Electrical and Electronics Engineering in Bulent Ecevit University (2010-2012, Zonguldak / Turkey), Assistant Professor at the Department of Biomedical Engineering in Izmir Katip Celebi University (2012-2019, Izmir / Turkey). He is an Associate Professor at the Department of Biomedical Engineering at Izmir Katip Celebi University, Izmir / Turkey, since 2019. In addition to academics, he has also founded Islerya Medical and Information Technologies Company, Izmir / Turkey, since 2017.\n\nHis main research interests cover biomedical signal processing, pattern recognition, medical device design, programming, and embedded systems. He has many scientific papers and participated in several projects in these study fields. He was an IEEE Student Member (2009-2011) and IEEE Member (2011-2014) and has been IEEE Senior Member since 2014.",institutionString:null,institution:{name:"Izmir Kâtip Çelebi University",country:{name:"Turkey"}}},{id:"339677",title:"Dr.",name:"Mrinmoy",middleName:null,surname:"Roy",slug:"mrinmoy-roy",fullName:"Mrinmoy Roy",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/339677/images/16768_n.jpg",biography:"An accomplished Sales & Marketing professional with 12 years of cross-functional experience in well-known organisations such as CIPLA, LUPIN, GLENMARK, ASTRAZENECA across different segment of Sales & Marketing, International Business, Institutional Business, Product Management, Strategic Marketing of HIV, Oncology, Derma, Respiratory, Anti-Diabetic, Nutraceutical & Stomatological Product Portfolio and Generic as well as Chronic Critical Care Portfolio. A First Class MBA in International Business & Strategic Marketing, B.Pharm, D.Pharm, Google Certified Digital Marketing Professional. Qualified PhD Candidate in Operations and Management with special focus on Artificial Intelligence and Machine Learning adoption, analysis and use in Healthcare, Hospital & Pharma Domain. Seasoned with diverse therapy area of Pharmaceutical Sales & Marketing ranging from generating revenue through generating prescriptions, launching new products, and making them big brands with continuous strategy execution at the Physician and Patients level. Moved from Sales to Marketing and Business Development for 3.5 years in South East Asian Market operating from Manila, Philippines. Came back to India and handled and developed Brands such as Gluconorm, Lupisulin, Supracal, Absolut Woman, Hemozink, Fabiflu (For COVID 19), and many more. In my previous assignment I used to develop and execute strategies on Sales & Marketing, Commercialization & Business Development for Institution and Corporate Hospital Business portfolio of Oncology Therapy Area for AstraZeneca Pharma India Ltd. Being a Research Scholar and Student of ‘Operations Research & Management: Artificial Intelligence’ I published several pioneer research papers and book chapters on the same in Internationally reputed journals and Books indexed in Scopus, Springer and Ei Compendex, Google Scholar etc. Currently, I am launching PGDM Pharmaceutical Management Program in IIHMR Bangalore and spearheading the course curriculum and structure of the same. I am interested in Collaboration for Healthcare Innovation, Pharma AI Innovation, Future trend in Marketing and Management with incubation on Healthcare, Healthcare IT startups, AI-ML Modelling and Healthcare Algorithm based training module development. I am also an affiliated member of the Institute of Management Consultant of India, looking forward to Healthcare, Healthcare IT and Innovation, Pharma and Hospital Management Consulting works.",institutionString:null,institution:{name:"Lovely Professional University",country:{name:"India"}}},{id:"310576",title:"Prof.",name:"Erick Giovani",middleName:null,surname:"Sperandio Nascimento",slug:"erick-giovani-sperandio-nascimento",fullName:"Erick Giovani Sperandio Nascimento",position:null,profilePictureURL:"https://intech-files.s3.amazonaws.com/0033Y00002pDKxDQAW/ProfilePicture%202022-06-20%2019%3A57%3A24.788",biography:"Prof. Erick Sperandio is the Lead Researcher and professor of Artificial Intelligence (AI) at SENAI CIMATEC, Bahia, Brazil, also working with Computational Modeling (CM) and HPC. He holds a PhD in Environmental Engineering in the area of Atmospheric Computational Modeling, a Master in Informatics in the field of Computational Intelligence and Graduated in Computer Science from UFES. He currently coordinates, leads and participates in R&D projects in the areas of AI, computational modeling and supercomputing applied to different areas such as Oil and Gas, Health, Advanced Manufacturing, Renewable Energies and Atmospheric Sciences, advising undergraduate, master's and doctoral students. He is the Lead Researcher at SENAI CIMATEC's Reference Center on Artificial Intelligence. In addition, he is a Certified Instructor and University Ambassador of the NVIDIA Deep Learning Institute (DLI) in the areas of Deep Learning, Computer Vision, Natural Language Processing and Recommender Systems, and Principal Investigator of the NVIDIA/CIMATEC AI Joint Lab, the first in Latin America within the NVIDIA AI Technology Center (NVAITC) worldwide program. He also works as a researcher at the Supercomputing Center for Industrial Innovation (CS2i) and at the SENAI Institute of Innovation for Automation (ISI Automação), both from SENAI CIMATEC. He is a member and vice-coordinator of the Basic Board of Scientific-Technological Advice and Evaluation, in the area of Innovation, of the Foundation for Research Support of the State of Bahia (FAPESB). He serves as Technology Transfer Coordinator and one of the Principal Investigators at the National Applied Research Center in Artificial Intelligence (CPA-IA) of SENAI CIMATEC, focusing on Industry, being one of the six CPA-IA in Brazil approved by MCTI / FAPESP / CGI.br. He also participates as one of the representatives of Brazil in the BRICS Innovation Collaboration Working Group on HPC, ICT and AI. He is the coordinator of the Work Group of the Axis 5 - Workforce and Training - of the Brazilian Strategy for Artificial Intelligence (EBIA), and member of the MCTI/EMBRAPII AI Innovation Network Training Committee. He is the coordinator, by SENAI CIMATEC, of the Artificial Intelligence Reference Network of the State of Bahia (REDE BAH.IA). He leads the working group of experts representing Brazil in the Global Partnership on Artificial Intelligence (GPAI), on the theme \"AI and the Pandemic Response\".",institutionString:"Manufacturing and Technology Integrated Campus – SENAI CIMATEC",institution:null},{id:"1063",title:"Prof.",name:"Constantin",middleName:null,surname:"Volosencu",slug:"constantin-volosencu",fullName:"Constantin Volosencu",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/1063/images/system/1063.png",biography:"Prof. Dr. Constantin Voloşencu graduated as an engineer from\nPolitehnica University of Timișoara, Romania, where he also\nobtained a doctorate degree. He is currently a full professor in\nthe Department of Automation and Applied Informatics at the\nsame university. Dr. Voloşencu is the author of ten books, seven\nbook chapters, and more than 160 papers published in journals\nand conference proceedings. He has also edited twelve books and\nhas twenty-seven patents to his name. He is a manager of research grants, editor in\nchief and member of international journal editorial boards, a former plenary speaker, a member of scientific committees, and chair at international conferences. His\nresearch is in the fields of control systems, control of electric drives, fuzzy control\nsystems, neural network applications, fault detection and diagnosis, sensor network\napplications, monitoring of distributed parameter systems, and power ultrasound\napplications. He has developed automation equipment for machine tools, spooling\nmachines, high-power ultrasound processes, and more.",institutionString:'"Politechnica" University Timişoara',institution:null},{id:"221364",title:"Dr.",name:"Eneko",middleName:null,surname:"Osaba",slug:"eneko-osaba",fullName:"Eneko Osaba",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/221364/images/system/221364.jpg",biography:"Dr. Eneko Osaba works at TECNALIA as a senior researcher. He obtained his Ph.D. in Artificial Intelligence in 2015. He has participated in more than twenty-five local and European research projects, and in the publication of more than 130 papers. He has performed several stays at universities in the United Kingdom, Italy, and Malta. Dr. Osaba has served as a program committee member in more than forty international conferences and participated in organizing activities in more than ten international conferences. He is a member of the editorial board of the International Journal of Artificial Intelligence, Data in Brief, and Journal of Advanced Transportation. He is also a guest editor for the Journal of Computational Science, Neurocomputing, Swarm, and Evolutionary Computation and IEEE ITS Magazine.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"275829",title:"Dr.",name:"Esther",middleName:null,surname:"Villar-Rodriguez",slug:"esther-villar-rodriguez",fullName:"Esther Villar-Rodriguez",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/275829/images/system/275829.jpg",biography:"Dr. Esther Villar obtained a Ph.D. in Information and Communication Technologies from the University of Alcalá, Spain, in 2015. She obtained a degree in Computer Science from the University of Deusto, Spain, in 2010, and an MSc in Computer Languages and Systems from the National University of Distance Education, Spain, in 2012. Her areas of interest and knowledge include natural language processing (NLP), detection of impersonation in social networks, semantic web, and machine learning. Dr. Esther Villar made several contributions at conferences and publishing in various journals in those fields. Currently, she is working within the OPTIMA (Optimization Modeling & Analytics) business of TECNALIA’s ICT Division as a data scientist in projects related to the prediction and optimization of management and industrial processes (resource planning, energy efficiency, etc).",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"49813",title:"Dr.",name:"Javier",middleName:null,surname:"Del Ser",slug:"javier-del-ser",fullName:"Javier Del Ser",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/49813/images/system/49813.png",biography:"Prof. Dr. Javier Del Ser received his first PhD in Telecommunication Engineering (Cum Laude) from the University of Navarra, Spain, in 2006, and a second PhD in Computational Intelligence (Summa Cum Laude) from the University of Alcala, Spain, in 2013. He is currently a principal researcher in data analytics and optimisation at TECNALIA (Spain), a visiting fellow at the Basque Center for Applied Mathematics (BCAM) and a part-time lecturer at the University of the Basque Country (UPV/EHU). His research interests gravitate on the use of descriptive, prescriptive and predictive algorithms for data mining and optimization in a diverse range of application fields such as Energy, Transport, Telecommunications, Health and Industry, among others. In these fields he has published more than 240 articles, co-supervised 8 Ph.D. theses, edited 6 books, coauthored 7 patents and participated/led more than 40 research projects. He is a Senior Member of the IEEE, and a recipient of the Biscay Talent prize for his academic career.",institutionString:"Tecnalia Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"278948",title:"Dr.",name:"Carlos Pedro",middleName:null,surname:"Gonçalves",slug:"carlos-pedro-goncalves",fullName:"Carlos Pedro Gonçalves",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRcmyQAC/Profile_Picture_1564224512145",biography:'Carlos Pedro Gonçalves (PhD) is an Associate Professor at Lusophone University of Humanities and Technologies and a researcher on Complexity Sciences, Quantum Technologies, Artificial Intelligence, Strategic Studies, Studies in Intelligence and Security, FinTech and Financial Risk Modeling. He is also a progammer with programming experience in:\n\nA) Quantum Computing using Qiskit Python module and IBM Quantum Experience Platform, with software developed on the simulation of Quantum Artificial Neural Networks and Quantum Cybersecurity;\n\nB) Artificial Intelligence and Machine learning programming in Python;\n\nC) Artificial Intelligence, Multiagent Systems Modeling and System Dynamics Modeling in Netlogo, with models developed in the areas of Chaos Theory, Econophysics, Artificial Intelligence, Classical and Quantum Complex Systems Science, with the Econophysics models having been cited worldwide and incorporated in PhD programs by different Universities.\n\nReceived an Arctic Code Vault Contributor status by GitHub, due to having developed open source software preserved in the \\"Arctic Code Vault\\" for future generations (https://archiveprogram.github.com/arctic-vault/), with the Strategy Analyzer A.I. module for decision making support (based on his PhD thesis, used in his Classes on Decision Making and in Strategic Intelligence Consulting Activities) and QNeural Python Quantum Neural Network simulator also preserved in the \\"Arctic Code Vault\\", for access to these software modules see: https://github.com/cpgoncalves. He is also a peer reviewer with outsanding review status from Elsevier journals, including Physica A, Neurocomputing and Engineering Applications of Artificial Intelligence. Science CV available at: https://www.cienciavitae.pt//pt/8E1C-A8B3-78C5 and ORCID: https://orcid.org/0000-0002-0298-3974',institutionString:"University of Lisbon",institution:{name:"Universidade Lusófona",country:{name:"Portugal"}}},{id:"241400",title:"Prof.",name:"Mohammed",middleName:null,surname:"Bsiss",slug:"mohammed-bsiss",fullName:"Mohammed Bsiss",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/241400/images/8062_n.jpg",biography:null,institutionString:null,institution:null},{id:"276128",title:"Dr.",name:"Hira",middleName:null,surname:"Fatima",slug:"hira-fatima",fullName:"Hira Fatima",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/276128/images/14420_n.jpg",biography:"Dr. Hira Fatima\nAssistant Professor\nDepartment of Mathematics\nInstitute of Applied Science\nMangalayatan University, Aligarh\nMobile: no : 8532041179\nhirafatima2014@gmal.com\n\nDr. Hira Fatima has received his Ph.D. degree in pure Mathematics from Aligarh Muslim University, Aligarh India. Currently working as an Assistant Professor in the Department of Mathematics, Institute of Applied Science, Mangalayatan University, Aligarh. She taught so many courses of Mathematics of UG and PG level. Her research Area of Expertise is Functional Analysis & Sequence Spaces. She has been working on Ideal Convergence of double sequence. She has published 17 research papers in National and International Journals including Cogent Mathematics, Filomat, Journal of Intelligent and Fuzzy Systems, Advances in Difference Equations, Journal of Mathematical Analysis, Journal of Mathematical & Computer Science etc. She has also reviewed few research papers for the and international journals. 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