α values: CO2 emissions from power plants.
\r\n\tThe purpose of this book is to provide the readers with an understanding of the characteristics of the crisis itself, recognize the wide range and multi-layer of the crisis from a real situation, give ideas on how to minimize the damage, and find ways to increase resilience in the future. To adapt to the rapidly and diversely changing world, the necessary experience and appropriate management for all kinds of crisis issues will be discussed as well. At the same time, it is intended to suggest elements such as verified scientific and empirical knowledge and applicable technologies; more effective risk management operation; modeling of the risks, manuals, management plans, and strategies.
\r\n\t
The development of vapour compression refrigerating units was strictly related to the characteristics of the working fluid from the beginning of their commercial diffusion.
Initially, natural substances were employed, such as ethyl ether, methyl ether, dimethyl ether, carbon dioxide, ammonia, sulphuric anhydride and methyl chloride. Potential users of the refrigerating equipment were somewhat diffident because of their toxicity and/or flammability. Most first generation refrigerant fluids were retired for safety reasons. Some, such as ammonia and hydrocarbons, survived or were later revived for limited applications in which their risks were manageable, such as industrial or small-charge systems.
Apparently, all safety problems were overcome with the appearance of the first, non toxic, non-flammable chloro-fluoro-hydrocarbon (CFC). Further chloro-fluoronated compounds followed, originating either from methane or from ethane by partial HCFC or total CFC substitution of the hydrogen atoms.
The first global environment problem with the second generation refrigerants was the depletion of stratospheric ozone. The problem arises from destruction of ozone molecules in the upper atmosphere, primarily by bromine and chlorine from anthropogenic chemicals. The chlorine and bromine react catalytically to destroy ozone molecules, thereby reducing the natural shield from incoming ultraviolet-B radiation. Molina and Rowland [1] identified CFCs and HCFCs as a source for chlorine in the stratosphere and the potential for more serious ozone depletion, with projected growth in use of these chemicals. The index used to indicate the relative ability of a refrigerant or other chemical to destroy stratospheric ozone is the Ozone Depletion Potential (ODP).
ODP is defined for any given substance as the ratio between the ozone consumption per unit mass released in the atmosphere and that consumed by the CFC R11 [2].
Chlorinated and brominated refrigerants, along with similar solvents, foam blowing agents, aerosol propellants, fire suppressants, and other chemicals are being phased out under the Montreal Protocol, a landmark international treaty to protect the ozone layer [3].
Therefore the Montreal Protocol forced abandonment of ozone-depleting substances (ODSs) as refrigerants in current vapour-compression refrigeration systems. CFCs have been banned since 1996, with HCFCs for interim use. Indeed, their ODP, though lower than that of the CFC, is different from zero [2]. The transition from HCFCs also is underway. The Montreal Protocol sets limits for the HCFC consumption (or cap), defined as production plus imports less exports and specified destruction: in 1996 (freeze at calculated cap), 2004 (65% of cap), 2010 (25%), 2015 (10%), and 2020 (0.5%) with full consumption phase-out by 2030 in non-Article 5 countries [3,4]. Individual countries adopted different response approaches. Most western and central-European countries accelerated HCFC phase outs, while the majority of other developed countries set limits by phasing out propellant and blowing agent uses early, requiring phase-out of R-22 by 2010, and then banning all HCFC use in new equipment by 2020. The schedule for Article 5 countries begins with a freeze in 2013 (based on 2009–2010 production and consumption levels) with declining limits starting in 2015 (90%), 2020 (65%), 2025 (32.5%), and 2030 (2.5%) followed by phase-out in 2040. Again, continued future use and service, even after 2040, are allowed for existing equipment employing HCFC refrigerants until otherwise retired except as restricted by national regulations. Exports from Article 5 countries into non-Article 5 countries are effectively restricted to meet the more stringent non-Article 5 schedules. To avoid separate domestic and export products and to exploit newer technologies derived from joint ventures and licensing agreements, some products in Article 5 countries incorporate replacements earlier than required.
The HFCs are a new family of substances that are candidates for substitution of both CFCs and HCFCs. HFCs, in fact, are entirely harmless towards the ozone-layer, since they do not contain chlorine.
Now a further problem must be considered, the so-called greenhouse effect stemming from the capture of infrared radiation by some components of the atmosphere [5,6]. The average temperature at the surface of our planet results from an equilibrium between incoming solar energy and heat radiated back into space. Most of the latter is in the infrared range of emissions. Gases that absorb this infrared energy enhance the greenhouse effect of our atmosphere, leading to warming of the Earth. Human activities have increased substantially the concentration of greenhouse gases. As a result, a substantial warming of the earth surface and atmosphere occurred that might adversely affect the natural ecosystem. Over the last hundred years, the mean temperatures have increased by 0.3-0.6 °C. Doubling the amount of carbon dioxide in the atmosphere is likely to yield a further temperature increase by 1.5-4.5 °C [7,8]. Refrigerants have been identified as greenhouse gases. The impact of a given greenhouse gas on global warming is quantified by its GWP (Global Warming Potential). GWP is defined as the mass of CO2 that would yield the same net impact on global warming as the release of a single unit (kg) of the given atmospheric component. The GWP values used in this paper are relative to a 100 years Integration Time Horizon. Shorter integration periods emphasize near-term effects, while longer intervals better reflect the total impact of a release. Carbone dioxide is used as the reference chemical for GWPs because it is the one between natural gases with the greatest net impact. Other chemicals, including most refrigerants, are more potent as greenhouse gases.
In December 1997 more than 160 nations met in Kyoto, Japan, to negotiate binding limitations on greenhouse gases for the developed nations, pursuant to the objectives of the United Nations Framework Convention on Climate Change (UNFCCC). The outcome of the meeting was the Kyoto Protocol [9], in which the developed nations agree to limit their greenhouse gases emissions, relative to the levels emitted in 1990. The Protocol is subjected to ratification, acceptance, approval or accession by Parties to the Convention. Due to the voluntary characteristics of the Protocol some countries have no targets under the Protocol, but the protocol reaffirms the commitments of the Framework Convention by all Parties to formulate and implement climate change mitigation and adaptation programs. Even countries such as the United States of America that have not formally signed onto the Kyoto Accord have introduced their own plans to aggressively reduce greenhouse gas emissions.
National laws and regulations implementing the Kyoto Protocol differ from one another, but they typically prohibit avoidable releases of HFC refrigerants. In some countries, their use undergoes control and/or taxation. More recent measures (either already adopted or proposed) at local level (regional, national, municipal) are even more stringent. These restrictions are forcing the shift to a fourth generation of refrigerants with both ODP and GWP regulations [10].
In the field of the mobile refrigeration systems, the European Parliament already set a regulation of F-Gases phase out [11] that bans the use of refrigerants having GWPs exceeding 150 (based on 100 years integration time horizon). Such regulation begins in 2011, and will be effective for all air conditioners of new automobiles in 2017.
However, the EU Parliament [12] rejected recommended measures that would have banned HFCs as aerosol propellants by 2006, as foam blowing agents by 2009, and as refrigerants in stationery air conditioners and refrigeration by 2010.
The US Energy Information Authority projects that world carbon dioxide emissions will increase from 25.028 million metric tons in 2003 to 33.663 million metric tons in 2015 and 43.676 million metric tons in 2030. Electricity actually causes more carbon dioxide emissions than all other anthropogenic sources. According to the Energy Industry Administration in the United States, electricity generates 39% of the total anthropogenic carbon dioxide emissions. These emissions are expected to grow by almost 45% over the next 25 years and grow to 42% of the total carbon dioxide emissions.
In order to reduce the production of greenhouse gases, it is reasonable to assume that we should focus on the reduction of emissions in both electricity and transportation.
According to US Department of Energy [13-15], the largest single use for electricity is lighting (27%) followed by cooling (refrigeration and air conditioning) at 15%, as shown in Figure 1.
USA Electricity Consumption
Therefore in order to reduce the CO2 emissions caused by electricity a good option is to reduce the refrigeration and air conditioning emissions.
Vapour compression plants produce both a direct and an indirect contribution to global warming. The former depends on the GWP of refrigerant fluids and on the fraction of refrigerant charge which is released into the atmosphere during operation and maintenance, or is not recovered when the system is scrapped [16,17]. The indirect contribution is energy-related. In fact, a vapour compression refrigerator requires electrical energy produced by a power plant that typically burns a fossil fuel releasing CO2 into the atmosphere.
The concept of total equivalent warming impact (TEWI) was developed to combine the effect of direct refrigerant emission with those due to energy consumption and the related combustion of fossil fuels for the electric energy production. TEWI provides a measure of the environmental impact of greenhouse gases originating from operation, service and end-of-life disposal of the equipment. TEWI is the sum of the direct contribution of the greenhouse gases used to make or to operate the systems and the indirect contribution of carbon dioxide emissions resulting from the energy required to run the systems along their normal lifetime [18].
The TEWI is calculated as [19-21] :
The direct global warming effect of refrigerant fluids, stemming from the absorption they produce of long-wave radiations, depends on their GWP and on the fraction of refrigerant charge released into the atmosphere. The last is mainly due to leakage during the plant operational life time (PL) and to the residual amounts which, according to the current state of technology, are not recyclable and thus are released into the atmosphere when taking the plant out of operation (1-PR).
As already stated, the indirect contribution to TEWI consists in the so-called energy-related contribution. Indeed, an electrical refrigerator requires electrical energy from a CO2 releasing power plant that typically burns a fossil fuel. The amount of CO2 emitted is a function of the refrigerator COP, of the power plant efficiency and of the fuel used in the conversion plant that affect the emissions per unit energy converted [22]. When a fuel is burnt, energy is produced and carbon dioxide and other chemicals, mostly water, are produced. The ratio of CO2 emitted to the electricity generated differs according to the type of fuel used. Electricity is generated from a range of fuels including nuclear, gas, oil, coal and in some cases waste. Besides burning a fuel there are several other alternative to produce electricity like hydroelectric plants, wind power, geothermal energy sources, tidal power, photovoltaic panels etc.
The relationship between CO2 production and electricity generation may vary significantly, depending on the approach to be followed. In Figure 2 are reported the best values of CO2 emissions by primary energy sources taken from the reference providing the most recent data.
The typical power-plant technology adopted varies, therefore each country and each region inside each country has its own mix of primary sources for electricity generation. This mix can change significantly from country to country and even from one region to another in the same country.
The literature provides some indicative, average levels of CO2 release per KWh of electrical energy (α) for various countries [23-26]. Table 1 reports a values for different continents and, in each continent for different countries. In Table 1 are reported a range of α values and the “best value” for each country.
Figure 3 illustrates the range of average country emission rates for several western European nations and compares those with relative percentages of electricity produced by each countries.
Average CO2 emissions by primary energy source.
In order to understand direct and indirect contributions impact on the greenhouse gases emissions typical household and light commercial refrigeration systems (cooling capacity below 1 kW at LBP ASHRAE conditions) were chosen for three representative market around the world (North America, Europe and Asia). Each system was tested following the energy consumption standards of each region and the results are presented in Table 2.
The concept of TEWI in this study is used to identify the global warming impact for each equipment and market region.
For calculation purposes an annual leakage rate of 5% was adopted. This value was an intermediary value for household and light commercial applications. A mean value of life expectancy for refrigeration equipment in this study was 10 years. A recycling of 75% was considered for both household and light commercial applications. This means that 75% of the refrigerant charge is recovered at the end of the equipment useful life.
The results are shown in Figure 4.
In figure is also reported the influence of indirect and direct contribution to global warming in terms of CO2 emissions. The figure allows a comparison between the TEWI values for household and light commercial refrigeration systems.
With reference to the previous study, in Figure 5 is reported the percentage of CO2 emissions of the direct and of the indirect contribution to global warming for each application.
Energy Mix by Primary Source % | Total Energy Production α (kgCO2/kWhe) | ||||||||
South Africa Egipt | 93 81 | 1 19 | 7 0 | 0 0 | 196 72 | 1.06 0.998 | 0.620 0.543 | 0.840 0.770 | |
Argentina Brazil | 59 6 | 34 89 | 7 1 | 0 4 | 85 339 | 0.814 0.440 | 0.402 0.056 | 0.608 0.248 | |
Canada Mexico USA | 28 79 71 | 58 14 6 | 13 4 21 | 1 3 2 | 566 199 3719 | 0.562 0.960 0.846 | 0.198 0.530 0.481 | 0.380 0.745 0.663 | |
Germany Spain France Italy United Kingdom Sweden | 62 50 8 79 74 4 | 4 18 14 18 1 51 | 30 27 77 0 24 43 | 4 4 1 3 2 2 | 545 223 520 259 361 153 | 0.700 0.400 0.270 0.520 0.890 0.230 | 0.540 0.530 0.080 0.630 0.640 0.040 | 0.610 0.480 0.090 0.590 0.640 0.040 | |
China India Japan Russia | 82 83 60 66 | 17 14 8 19 | 1 3 30 15 | 0 0 2 0 | 1288 512 1037 835 | 0.999 1.000 0.729 0.835 | 0.548 0.555 0.405 0.447 | 0.773 0.777 0.567 0.641 | |
Australia New Zeland | 91 32 | 8 58 | 0 0 | 1 11 | 198 38 | 1.069 0.613 | 0.609 0.223 | 0.839 0.418 |
α values: CO2 emissions from power plants.
Internal Volume Capacity | Amount (g) | Energy Consumption (kWh/month) | Ambient Temperature (°C) | ||||
North America | Household Light Commercial | Top Mounted Side by Side Chest Freezer Vertical Freezer Glass Door Merchandiser Vending Machine | 600 lt 800 lt 500 lt 500 lt 600 cans 600 cans | HFC134a HFC134a HFC134a HFC134a HFC134a HFC134a | 110 150 150 120 330 400 | 40 50 45 55 210 300 | 32 32 32 32 32 32 |
Household Light Commercial | Small Refrigerator Combined Refrigerator Vertical Freezer Chest Freezer Display Case | 250 lt 430 lt 200 lt 200 lt 550 lt | HC600a HC600a HC600a HFC134a HFC134a | 30 60 40 120 500 | 15 30 25 100 480 | 25 25 25 30 30 | |
Household Light Commercial | Compact Refrigerator Combined Refrigerator Vending Machine | 80 lt 350 lt 600 cans | HC600a HC600a HFC134a | 25 50 400 | 20 25 300 | 25 25 32 |
Typical refrigeration equipment per market region.
Figure 5 clearly shows the strong influence of indirect effect due to energy consumption on the total CO2 emissions. In the North American market the direct contribution in the household applications ranges between 16 and 23%, in light commercial between 11 and 12%. In Europe, due to the use of hydrocarbons as refrigerants in household applications, direct contribution has practically no contribution to the TEWI. In the light commercial applications the direct contribution ranges between 2 and 25%, with the higher values associated to the refrigerant fluid with higher GWP. The situation in Asia for household applications is very similar to Europe due to the use of hydrocarbons. Light commercial applications in Asia show a direct contribution of 10 %.
Therefore regardless of the market region and type of refrigerant system, indirect effect to global warming always represents the prevalent contribution to global warming.
From the previous data a sensitivity analysis can be carried out employing two different scenarios. In the first one the refrigerants were replaced by a new refrigerant with a low GWP, for example 1 and the energy consumptions was held constant.
Average power plant emission rates and electricity production for European nations.
TEWI values for different application and different market region.
Direct and indirect CO2 emissions percentage for different application.
In Figure 6 are reports the results of the first scenario in terms of ΔTEWI/TEWI.
The Figure 6 clearly shows that in the North America market the replacement of the refrigerant fluid with a unitary GWP refrigerant decreases the TEWI from -24 to -16 % in household application, from-12 to -11 % in light commercial applications. In the European and Asian market, due to current use of hydrocarbons in household applications, the replacement of the refrigerant fluid does not provide any additional benefit. Whereas in the light commercial application in the European market the TEWI decreases between -24 and – 2%, in the Asian market decreases of about -10%.
A second scenario the energy consumption was reduced by 30% and the refrigerant fluid was not changed. In Figure 7 are reports the results of the first scenario in terms of ΔTEWI/TEWI.
ΔTEWI/TEWI replacing the refrigerant fluid with a low GWP fluid.
The figure clearly shows that improving the energy efficiency by 30%, in the North America Market the TEWI decreases between -47 and -38 %, in the European market between -47 and -30%, in the Asian market between -37 and -30%.
The previous analysis clearly shows that the indirect effect on TEWI is stronger than the direct one in the household and light commercial applications regardless of the market region. Therefore it seems more effective, in order to decrease the global warming impact of a refrigeration system, to focus the attention on the improvement of the energy efficiency. To this aim the replacement of a refrigerant fluid with one with low GWP but that introduces penalties to the equipment efficiency, must be avoided.
ΔTEWI/TEWI decreasing energy consumption by 30%.
R22 is an HCFC with an ODP of 0.05 and a GWP of 1700 and is the most widely used refrigerant today in commercial, domestic and industrial applications, and its phase-out will impact a large number of plants in the world. Therefore retrofitting these systems would alleviate the R22 phase-out problem. This opportunity could be cheaper than the installation of new plants, especially for supermarkets, data centers, factories and hospitals. Refrigerant replacement candidates have been checked for environmental and safety requirements, compatibility with lubricant oil, filters, and sealing. In order to establish the best substitute in a specified system among the candidates, it is necessary to estimate energetic performances after refrigerant replacement. In the last years, many companies have expended much effort to develop and characterize refrigerants able to increase the energetic efficiency of a refrigeration system, depending on its application. Similarly many researchers have investigated the energetic performances of the newest substitutes of R22 [27,28].
During this transition period, many industrial and commercial applications used R407C to retrofit R22. The latter is the only drop-in substitute, and is an HFC with zero ODP and a GWP (1700) lower than that of R22. R407C is a zeotropic mixture of R32/R125/R134A (23/25/52 % in weight).
Even if R407C has thermo-physical properties similar to those of R22 and it is non-flammable and non-toxic, it is incompatible with mineral or alkyl-benzene oil. Consequently, the R22 retrofit with R407C implies the adoption of polyester oil.
In the preset paper an experimental comparison between TEWI of R22 and R407C has been carried with a vapour compression pilot plant [29].
The experimental apparatus is reported in Figure 8 and consists of three loops: the refrigerant loop, the condensing water loop and the evaporating water-glycol loop [30].
Flow-sheet of the experimental apparatus.
The refrigerant loop is a vapour compression plant consisting in a semihermetic compressor, a plate condenser connected to a liquid receiver, a thermostatic valve and a plate evaporator.
The water loop is used for cooling the refrigerant flowing in the plant. It consists in the condenser, a circulation pump, an inertial tank, an air operated cooling exchanger and three plate heat exchangers. The refrigerant duty consists in a water-glycol mixture (70/30 % in weight) continuously heated in the three intermediate plate heat exchangers by means of the water condensing loop. Whenever required, additional heating is provided by three electrical resistances inserted into an inertial tank (maximum power 12 kW). The water-glycol loop consists in the evaporator, a circulation pump and an inertial tank.
In the main loop measurements are performed of: the pressure and f the temperature at the inlet and at the outlet of each device, the mass-flow rate at the outlet of the liquid receiver and the electrical power supplied to the compressor. As regards the water-glycol loop, the temperature at the inlet and outlet of the evaporator, at the intermediate heat exchangers, and at the inertial tank are determined. Measurements are carried out of the volumetric flowrate at the inlet of the tank and also of the electrical power supplied to the resistances. The secondary loop at the condensed has been instrumented in a similarly way. A detailed indication of sensor position is provided in Figure 8.
Pressures are measured by piezoelectric transducers (P) in the pressure ranges are 0 – 7 bar and 0 – 30 bar with an accuracy of + 0.5 % F.S. Temperature are measured by means of four-wire 100 Ω platinum resistance thermometers (T) with an accuracy of + 0.15 K. The electric power input to the compressor and that required by the electrical resistances are measured by a Watt transducer with an accuracy of + 0.2 %. Refrigerant mass flow rate is measured by a Coriolis effect mass flow-meter (M) with an accuracy of + 0.2 %.
Two turbine flow-meters are employed for measuring the condensing water volumetric flow rate (v) and that of the water-glycol mixture circulating in the evaporator (v) with an accuracy of + 0.2 5%.
According to Tables 3 and 4, different experimental situations are determined by varying the operating conditions.
Table 3 reports Tw,in,co/Tw,out,co (the inlet and the outlet temperature at the condenser water side) and TMTwg (the mean thermodynamic temperature of the water glycol mixture). Table 3 reports three different set of runs. In each set of runs, the values of the inlet and outlet temperature at the condenser water side have been kept constant, whereas TMTwg has been varied. The tests conducted at 30 /35 and 35/40 °C refer to a refrigeration plant, whereas the tests at 45/50 °C refer to a heat pump.
Table 4 reports TMTwg and Tco, i.e. the condensing temperature of the refrigerant fluid (as regards R407C, that is an azeotropic mixture, a mean temperature between dew and bubble point was considered). Table 4 reports three different sets of run. In each set the values of TMTwg and the refrigerant duty has been kept constant, whereas Tco has been varied.
-7.9 -4.9 6.2 9.8 13.2 | 35 30 |
-5.7 -5.2 7.5 10.2 12.1 | 40 35 |
7.2 10.3 12.1 14.3 | 0 45 |
The different operating conditions.
41.8-42.1-44.7-45.9-47.3-49.4-50.4-52.9 | 8 |
42.7-44.2-44.8-45.9-46.5-48.3-51.7-53.3 | 10 |
43.7-44.0-44.6-46.0-47.2-48.0-50.2-53.0 | 13 |
The different operating conditions
Table 5 reports the parameters adopted for the TEWI evaluations.
H | 950 h/year |
PL | 5%/year |
PR | 25% |
V | 10 years |
α | 0.6 kg CO2/kWhe |
Parameters in TEWI evaluation.
This contribution has been evaluated, referring to the experimental plant, on the basis of the measured charge of the plant pertaining to R22 and to R407C and by assuming refrigerant leaks in terms of fraction of refrigerant charge.
The direct contributions to the greenhouse effect to R22 and to R407C during the plant useful life corresponds to the same net impact on global warming as the release of 6375 and 5400 kg of carbon dioxide, respectively.
The R22 direct contribution is about 15 % greater than the R407C one, a direct consequence of the greater GWP and charge pertaining to R22.
The thermodynamic parameter that affects this contribution is the coefficient of performance of the plant. In the following Figs 9-11, is shown the behaviour of the COP for different experimental situations. Those figures are referred to the test conditions pertaining to different inlet and outlet water temperatures in the condenser (30/35, 35/40, 45/50 °C), and then to different refrigerant condensing temperatures. The first two diagrams refer to a refrigerant plant, whereas the third diagram accounts for a heat pump. In all instances, COP increases with water glycol mean thermodynamic temperature. Indeed, with increasing the latter, both the refrigerating duty and the mechanical power consumption at the compressor increase. The relative increase of the former, however, exceeds that of the latter. As a consequence, COP increases. For all the experimental runs conducted, the performance coefficient of R407C is lower than that pertaining to R22. Therefore, the indirect contribution to the greenhouse effect of R407C is always higher than of R22.
The broken line reported in the previous diagrams estimates a theoretical COP value for R407C (COP407C*) that might compensate for the higher direct contribution of R22 to the greenhouse effect for this plant in the same operating conditions.
Indeed, if the R407C COP* were about 5% lower than that or R22, the greater direct contribution of the latter would be balanced by employing the former in the summer cycle (refrigeration). Unfortunately, as shown in figure 9 and 10, the actual value of the COP pertaining to R407C is lower than that corresponding to this theoretical value (COP407C*). Therefore, under these experimental conditions, R407C has a greater greenhouse effect than R22. At this stage, however, the difference can not be determined quantitatively. In runs performed with water inlet and outlet temperature of 30 and 35 °C, respectively, the COP of R407C is lower than that pertaining to R22 by 8-11 %. In runs with water inlet and outlet temperature of 35 and 340 °C, respectively, the COP of R407C is lower by 16-19%. Therefore, the difference between the actual COP value and COP* of R407C is remarkable, especially in the 35/40 °C runs.
On the contrary, the best performance is achieved with inlet and outlet water temperature of 45 and 50 °C, respectively, corresponding to a winter cycle (heat pump). In this case, the COP* pertaining to R407C that might compensate the higher direct contribution of R22 were about 3% lower than that of R22. Indeed, the actual COP value of R407C is always about 3.2% lower than that pertaining to R22, except for the run at TMTwg=7.4 °C. In this case, it is 6.6% lower. The difference between the actual COP value and COP* of R407C is in this case lower.
The less satisfactory situation corresponds to the run with water inlet and outlet temperature of 35 and 40°C, respectively.
A set of runs have been conducted by keeping the mean thermodynamic water glycol temperature and the refrigerant duty constant and by varying the condensation temperature of the refrigerant fluids in order to better clarify the reason of this behaviour.
The results of the runs obtained with TMTwg =10 °C are summarized in figure 12. Similar results are obtained in all the experimental runs performed with other water glycol mean temperatures reported in Table 5.
COP vs mean thermodynamic temperature of water-glycol mixture, Tin,w,co = 30°C, Tout,w,co = 35 °C.
For both fluids, the COP decreases with the condensation temperature. The shape of the two curves, however, is such that the maximum COP difference is achieved at intermediate value of the condensation temperatures (46-48°C). The value of the condensation temperature pertaining to the corresponding run performed with water inlet and outlet temperatures of 35/40 °C fall in this range.
The general behaviour of the experimental results can be explained in the light of the dependence of the compressor duty on the compression ratio. The compressor duty increases nonlinearly with the compression ratio. The compression ratio increases with the condensing temperature at equal mean thermodynamic temperature and, therefore, at equal evaporating pressure. Therefore, COP decreases with increasing compression duty at equal refrigerant duty.
COP vs mean thermodynamic temperature of water-glycol mixture, Tin,w,co = 35°C, Tout,w,co =40 °C.
COP vs mean thermodynamic temperature of water-glycol mixture, Tin,w,co =40°C, Tout,w,co =45 °C.
The TEWI has been evaluated as a function of the mean thermodynamic temperature of the water glycol mixture at the evaporator.
The results are summarised in Figs 13-15.
According to the previous discussion, in Figs. 13 and 14, the TEWI pertaining to R407C is greater than that corresponding to R22. The difference ranges from a minimum of 2.3 to a maximum of 4.3 % in the runs performed at 30/35 °C. The effect is even more marked in the runs performed at 35/40 °C (about 11%). This yields an increased CO2 emission of about 320 kg/year for the plant under consideration when working as a refrigerator with R407C as compared to R22.
On the contrary, the two fluids are virtually equivalent in terms of greenhouse effect, when the plant acts as a heat pump in the winter cycle (40/45 °C runs, Fig. 15).
COP vs condensing temperature of the refrigerant fluid.
TEWI vs mean thermodynamic temperature of water-glycol mixture, Tin,w,co =30°C, Tout,w,co =35 °C.
TEWI vs mean thermodynamic temperature of water-glycol mixture, Tin,w,co =35°C, Tout,w,co =40 °C.
TEWI vs mean thermodynamic temperature of water-glycol mixture, Tin,w,co =40°C, Tout,w,co =45 °C.
TEWI vs mean thermodynamic temperature of water-glycol mixture for the reversible pump working for the whole year.
Figure 16 reports the overall results for the reversible heat pump working for the whole year (both in winter and summer cycle). It can be seen that the TEWI pertaining to R407C is slightly larger than that of R22 (2.7-4.7%). This corresponds to an increased CO2 production of about 87 kg/year.
In Figure 17, the TEWI difference (ΔTEWI) between the two fluids is reported as a function of the condensation temperature for three different values of mean thermodynamics temperature of the refrigerant duty (8 10, 13 °C respectively). The ΔTEWI attains a maximum in the intermediate range of condensation temperatures. On the contrary, for high condensation temperature, ΔTEWI becomes negative. In the condensation temperature range explored, the ΔTEWI decreases with increasing mean thermodynamic temperature of the refrigerant duty.
The problem of R22 substitution with R407C in terms of global warming effect has been examined. R407C is harmless as far as ozone is concerned. It yields, however, a negative contribution to the greenhouse effect, both directly with a GWP of 1600 and indirectly, because of the lower energetic efficiency that results in higher CO2 emissions.
Experimental readings have been carried out on a vapour compression pilot plant. The contribution to the greenhouse effect has been taken account by evaluating the TEWI values.
The analysis of the experimental runs leads to the conclusion that the R22 direct contribution to the greenhouse effect is greater than that pertaining to R407C (+15%). The COP corresponding to R407C is 3.3-19% lower than that pertaining to R22. The indirect contribution of the former is, therefore, always higher than that of the latter. Therefore, the final result depends on the operating conditions adopted in the experimental runs.
The most unfavourable conditions are reached for the water inlet and outlet temperature at the condenser of 35-40 °C, respectively. This situation corresponds to a condensation temperature in the range 43-47 °C and to an evaporation temperature in the range -12/-7 °C. Under these conditions, the TEWI pertaining to R407C exceeds that of R22 by about 11%. Therefore, the substitution of R22 with R407C should be unacceptable in this specific situation if specific reference is made to the greenhouse effect.
On the contrary, the most favourable conditions are met for the water inlet and outlet temperature at the condenser of 45-50 °C, respectively. This situation corresponds to a condensation temperature in the range 53-58 °C and to an evaporation temperature inlet range 2 – 10 °C. In this case, the two fluids behave in a similar way as regards the greenhouse effect.
Difference between R407C and R22 TEWI vs condensing temperature of the refrigerant fluid for three different thermodynamic temperature of water-glycol mixture (8, 10 and 13 °C).
For high evaporation temperatures, the TEWI of R407C is even slightly lower than that of R22. As a consequence, the substitution of R22 with R407C is favourable, since no harm is produced to the ozone layer and no increase in CO2 emission is made. As a final remark the substitution of R22 with R407C is convenient from the point of view of the greenhouse effect for high condensation (over 50°C) and evaporation temperatures of the refrigerant fluid.
As aforementioned, R22 is the most widely used refrigerant today in commercial, domestic and industrial applications, and its phase-out will impact a large number of plants in the world. Therefore retrofitting these systems would alleviate the R22 phase-out problem. This opportunity could be cheaper than the installation of new plants, especially for supermarkets, data centers, factories and hospitals. Refrigerant replacement candidates have been checked for environmental and safety requirements, compatibility with lubricant oil, filters, and sealing. In order to establish the best substitute in a specified system among the candidates, it is necessary to estimate energetic performances after refrigerant replacement. In the last years, many companies have expended much effort to develop and characterize refrigerants able to increase the energetic efficiency of a refrigeration system, depending on its application.. Even if R407C has thermo-physical properties similar to those of R22 and it is non-flammable and non-toxic, it is incompatible with mineral or alkyl-benzene oil. Consequently, the R22 retrofit with R407C implies the adoption of polyester oil, which requires a difficult and expensive conversion. Furthermore, in comparison with R22, experimental tests carried out with R407C have pointed out a reduction in the energetic performances. Recent additions to the aforementioned alternative refrigerants for R22 are R422A, R422B, R422C and R422D. The U.S. environment protection agency reported these alternative refrigerants could be used for household and light commercial air conditioning applications. In particular, R422D is a zeotropic mixture of R134a/ R125/ R600a (31.5/65.1/3.4 % in weight) with no ODP and a GWP of 2230. This refrigerant fluid, originally was designed to replace R-22 in existing direct expansion water chiller systems. It can also be used in residential and commercial air conditioning and medium-temperature (and low) refrigeration systems. Minor equipment modifications (replacement of the filter drier and elastomeric seals/gaskets that are exposed to refrigerant, refill of oil if required) or components tuning may be required in some applications. It is also compatible with mineral oil and there is no need to replace it with synthetic oil. Field experience has shown that R422D provides performance that meets customer requirements in most retrofitted systems. It provides similar cooling capacity to R22 and it is capable to operate at significantly lower compressor discharge temperature.
In this scenario, it is seems sensitive to inquire what is the actual impact of R422D on the environment, when it is employed in retrofitted R22 devices. It is well known that the GWP of R422D is higher than that of R22, but not much is known about the energy efficiency of systems retrofitted by R422D. For this purpose, a comparison of the energy consumptions of R22 and R422D for a direct expansion refrigerator applied to a commercial cold store is proposed. The experimental investigation has been carried out for different application conditions: medium temperature refrigeration for meat, fish, and dairy cases and high temperature refrigeration for air conditioning and cooling of preparation room. Subsequently, we investigated into the possibility of reducing the environmental impact of retrofitting R22 systems with R422D by means of a sensitivity analysis of some of the functional parameters.
The experimental vapor compression refrigeration plant, applied to a commercially available cold store as shown in Fig. 18, consists of a semi-hermetic reciprocating compressor, an air condenser followed by a liquid receiver, a R22 mechanic thermostatic expansion valve to feed an air-cooled evaporator inside the cold store.
The compressor, as declared by the manufacturer, can operate with the fluid R22 and it is lubricated with mineral oil. With an evaporation temperature range between -20 to 10°C, a 35°C condensing temperature, and utilizing R22 at the nominal frequency of 50 Hz, the compressor refrigerating capacity is in the range of 1.4-4.4 kW. A blower drives the airflow through a thermally insulated channel where some electrical resistances are located with the objective of controlling the temperature of the airflow crossing the condenser. To fix the temperature of the airflow in accordance with the values sought, we changed the voltage supply of the electrical resistances by means of a PID controller. The cooling load in the cold store is emulated by means of additional electrical heaters wired to a voltage regulator. To keep the air temperature reasonably constant in the cold store, an on/off refrigeration control system has been implemented. This is done by turning on/off the compressor and the fan of the heat exchangers.
Table 6 reports the transducers specifications used (Coriolis effect mass flow rate meter, RTD 100 4 wires thermo-resistances, piezoelectric absolute pressure gauge, wattmeter). The thermo-resistances are located outside the pipe, with a layer of heat transfer compound (aluminum oxide plus silicon) placed between the sensor and the pipe in order to provide good thermal contact. The whole pipe is covered with 25 mm thick flexible insulation. The system of temperature measurement was checked against a sensor positioned in pocket in a similarly insulated pipe work. For various test conditions, the difference between the two measurements has been always less than 0.3 °C. The wattmeter is able to measure the electrical power absorbed by the compressor, the blowers and any kind of accessory installed for operation of the device. The energy consumption of the refrigeration system is measured by means of an energy meter. The test apparatus is equipped with 32 bit A/D converter acquisition cards linked to a personal computer that allows a high sampling rate (10 kHz)
Sketch of the experimental plant
Coriolis effect flowmeter | 0 ÷ 2 kg/min | + 0.2 % |
RTD 100 4 wires | -100 ÷ 500 °C | + 0.15 °C |
Piezoelectric absolute pressure aguge | 1 ÷ 10 bar 1 ÷ 30 bar | + 0.2 % + 0.5 % F.S. |
Wattmeter | 0 ÷ 3 kW | + 0.2 % |
Energy meter | 0 ÷ 1 MWh | + 1% |
Transducers specifications
We started the experimental investigation by analyzing the operation of the plant with R22. Subsequently, we retrofitted the refrigeration system with R422D in accordance with [31]. During the retrofitting operations, we changed the factory setting of the R22 thermostatic expansion valve in order to keep the operating superheat value for R422D in the same range used for R22, which was performed by turning the adjusting screw of the valve.
For both refrigerants, we used the same experimental procedure. Firstly, we proceeded with identifying the refrigerant charge necessary to guarantee that the fluid adequately wets the evaporator. For this purpose, we set the temperature of the air blown through the condenser to 24°C and the air inner to cold store to -5°C, while the cooling load was kept at 1000 W. By means of a vacuum pump, we evacuated the circuit, and then we proceeded with introducing 0.40 kg of gas in the refrigerant circuit while the system was shut off to preserve the electrical motor of the compressor from overheating. Subsequently, we turned on the plant and the electrical heaters inside the cold store. During the operation of the plant, we monitored the value of the operating superheat, defined as the difference between the temperature at end of the evaporating process (considering the pressure drop into the evaporator) and temperature at the compressor inlet. Then, we systematically continued: additional 0.10 kg of refrigerant was introduced until, under steady state conditions, the operating superheat was not included in the range 7.0 – 10 °C.
H | 950 h/year |
PL | 10% |
PR | 1 |
V | 1 year |
α | 0.6 kg CO2/kWhe |
RCR22 | 2.50 kg |
RCR422D | 2.30 kg |
Parameters in TEWI evaluation.
Once the system was charged to the specified value we proceeded with the evaluation of the energy consumption due to a year of operation (storage investigation). Usually, the service life (V) of refrigeration system refers to the operation time of the equipment. If one is investigating the change of the environmental impact due to the retrofitting operations, the service life to use for the comparing analysis should not be equal to the actual life of the equipment, but one has to consider a reference service life. In this paper the reference service life is one year. In this scenario, the leakage rate per year has not to include the disposal percentage but only the accidental percentage due to operating conditions. Table 7 reports the parameters for TEWI evaluation according to eq.(1).
In particular, we investigated four different storage applications: -5, 0, 5, 10°C. We considered as external air temperature reference the values reported in Table 8, which represent typical conditions in Milan, Italy, used for our scenario.
Since this table provides the daily change of external air temperature for each month, we planned 12 experiments each 24 hours long. The data reported in Table 8 were loaded as database for the PID controller, which modulates the voltage supply to the electrical resistances used to warm the air intake. For each experiment, recording of the energy consumption values started when the refrigeration control began to operate.
To evaluate the energetic performance, we needed further experiments aimed to analyze the behavior of the plant under steady state conditions (
0 | 11.4 | 12.7 | 15.7 | 17.5 | 19.9 | 21.6 | 22.2 | 22.35 | 21 | 18.6 | 15.1 | 12.2 |
1 | 10.8 | 12.1 | 15.9 | 17.8 | 20.2 | 21.9 | 21.6 | 21.75 | 20.4 | 18 | 14.5 | 11.6 |
2 | 10.2 | 11.5 | 14.5 | 16.3 | 18.7 | 20.4 | 21 | 21.15 | 19.8 | 17.4 | 13.9 | 11.0 |
3 | 9.8 | 11.1 | 14 | 15.9 | 18.3 | 19.9 | 20.5 | 20.65 | 19.4 | 17 | 13.5 | 10.5 |
4 | 9.4 | 10.7 | 13.7 | 15.5 | 17.9 | 19.6 | 20.1 | 20.25 | 19 | 16.6 | 13.1 | 10.1 |
5 | 9.3 | 10.6 | 13.5 | 15.4 | 17.8 | 19.4 | 20 | 20.15 | 18.9 | 16.5 | 13 | 10.0 |
6 | 9.5 | 10.8 | 13.8 | 15.6 | 18 | 19.7 | 20.2 | 20.35 | 19.1 | 16.7 | 13.2 | 10.3 |
7 | 10.1 | 11.4 | 14.4 | 16.2 | 18.6 | 20.3 | 20.8 | 20.95 | 19.7 | 17.3 | 13.8 | 10.9 |
8 | 11.2 | 12.5 | 15.5 | 17.3 | 19.7 | 21.4 | 21.9 | 22.05 | 20.8 | 18.4 | 14.9 | 11.9 |
9 | 12.8 | 14.1 | 17 | 18.9 | 21.3 | 22.9 | 23.5 | 23.65 | 22.4 | 20 | 16.5 | 13.5 |
10 | 14.6 | 15.9 | 18.8 | 20.7 | 23.1 | 24.7 | 25.3 | 25.45 | 24.2 | 21.8 | 18.3 | 15.3 |
11 | 16.6 | 17.9 | 20.9 | 22.7 | 25.1 | 26.8 | 27.3 | 27.45 | 26.2 | 23.8 | 20.3 | 17.3 |
12 | 18.5 | 19.8 | 22.8 | 24.6 | 27 | 28.7 | 29.2 | 29.35 | 28.1 | 25.7 | 22.2 | 19.3 |
13 | 20.1 | 21.3 | 24.2 | 26.1 | 28.5 | 30.1 | 30.7 | 30.85 | 29.6 | 27.2 | 23.7 | 20.7 |
14 | 20.9 | 22.2 | 25.2 | 27 | 29.4 | 31.1 | 31.6 | 31.75 | 30.5 | 28.1 | 24.6 | 21.7 |
15 | 21.3 | 22.6 | 25.5 | 27.4 | 29.8 | 31.4 | 32 | 32.15 | 30.9 | 28.5 | 25 | 22.0 |
16 | 20.9 | 22.2 | 25.2 | 27 | 29.4 | 31.1 | 31.6 | 31.75 | 30.5 | 28.1 | 24.6 | 21.7 |
17 | 20.1 | 21.4 | 24.3 | 26.2 | 28.6 | 30.2 | 30.8 | 30.95 | 29.7 | 27.3 | 23.8 | 20.8 |
18 | 18.8 | 20.1 | 23 | 24.9 | 27.3 | 28.9 | 29.5 | 29.65 | 28.4 | 26 | 22.5 | 19.5 |
19 | 17.2 | 18.5 | 21.5 | 23.3 | 25.7 | 27.4 | 27.9 | 28.05 | 26.4 | 24.4 | 20.9 | 17.9 |
20 | 15.6 | 16.9 | 19.9 | 21.7 | 24.1 | 25.8 | 26.4 | 26.55 | 25.2 | 22.8 | 19.3 | 16.4 |
21 | 14.3 | 15.6 | 18.6 | 20.4 | 22.8 | 24.6 | 25 | 25.15 | 23.9 | 21.5 | 18 | 15.1 |
22 | 13.1 | 14.4 | 17.4 | 19.2 | 21.6 | 23.3 | 23.8 | 23.95 | 22.7 | 20.3 | 16.8 | 13.9 |
23 | 12.2 | 13.5 | 16.4 | 18.3 | 20.7 | 22.3 | 22.9 | 23.05 | 21.8 | 19.4 | 15.9 | 12.9 |
Change of the external air temperature for Milan (Italy).
To manage the large number of data, we developed a software application called FrigoCheck v.1.0. It is able to show in real time the coefficient of performance, the entropy and the enthalpy values of all points of the thermodynamic cycle. In addition, it shows the whole cycle on p-h diagram and it establishes the achievement of the steady state condition.
Since we measured the daily energy consumption for each month (Ed,i), we calculated the monthly energy consumption (Em,i) by means of the following equation
where the subscript
The uncertainty of the yearlong energy consumption is equal to ±1%.
Under steady state conditions, the overall efficiency performance of the plant is defined by means of the evaluation of COP, calculated as the ratio between the refrigeration capacity and the electrical power supplied to the plant (compressor, blowers and accessories):
The COP accuracy has been equal to ± 2.5%. In order to identify the efficiency of the plant, we considered the following ratio:
Once completed the experimental investigation and the data elaboration, we focused our attention on the following question: after the retrofitting operations, how can one reduce the R422D TEWI? For this purpose, we considered a scenario and sensitivity analysis for the TEWI difference aimed to individuate the operating conditions (scenario) leading to the reduction of the TEWI. In equation (1), we individuated two parameters:
Leakage rate per year, which acts on the direct effect;
Energy saving, which acts on the indirect effect.
For our first analysis, we kept the yearlong energy consumptions equal to those measured and varied the leakage rate per year, in accordance with the range 5-10%. For each leakage rate value, we calculated the new R422D TEWI and compared it with the R22 TEWI by means of the following equation:
We repeated this procedure for each test condition; therefore we obtained the change of the TEWI difference as a function of the leakage. As a second analysis, we kept the leakage rate equal to that reported in Table 7 and we varied the yearlong energy consumptions by considering an energy saving included in the range 0-100%. Following a similar procedure to that above mentioned, we obtained the change of the TEWI difference at each test conditions as a function of the energy saving.
Since the one parameter analysis could lead to scenarios technically not feasible or very expensive, we deemed appropriate to consider the simultaneous change of both parameters.
The first step of the experimental investigation led to identifying the correct charge for both refrigerants. As reported in Table 7, from experimental evaluation, the mass of R22 resulted 0.20 kg larger than that of R422D, which means an 8% reduction of refrigerant mass.
By means of the storage investigation we carried out the daily energy consumptions (Ed,i) for each test conditions (Table 9).
Daily energy consumption (Ed,i) | ||||||||
-5 °C | 0 °C | +5 °C | 10 °C | |||||
R22 | R422D | R22 | R422D | R22 | R422D | R22 | R422D | |
(Wh) | (Wh) | (Wh) | (Wh) | (Wh) | (Wh) | (Wh) | (Wh) | |
January | 4’848 | 5’080 | 3’051 | 3’392 | 1’800 | 2’097 | 1’039 | 1’334 |
February | 5’017 | 5’280 | 3’166 | 3’529 | 1’873 | 2’188 | 1’086 | 1’395 |
March | 5’430 | 5’772 | 3’448 | 3’868 | 2’053 | 2’416 | 1’202 | 1’547 |
April | 5’701 | 6’098 | 3’635 | 4’093 | 2’173 | 2’567 | 1’279 | 1’648 |
May | 6’075 | 6’551 | 3’893 | 4’405 | 2’339 | 2’779 | 1’387 | 1’791 |
June | 6’348 | 6’884 | 4’082 | 4’636 | 2’461 | 2’937 | 1’468 | 1’897 |
July | 6’436 | 6’991 | 4’143 | 4’710 | 2’500 | 2’987 | 1’494 | 1’931 |
August | 6’461 | 7’022 | 4’161 | 4’731 | 2’512 | 3’002 | 1’501 | 1’941 |
September | 6’246 | 6’759 | 4’011 | 4’549 | 2’415 | 2’878 | 1’437 | 1’857 |
October | 5’864 | 6’295 | 3’747 | 4’229 | 2’245 | 2’660 | 1’326 | 1’710 |
November | 5’346 | 5’671 | 3’390 | 3’798 | 2’016 | 2’369 | 1’178 | 1’516 |
December | 4’944 | 5’193 | 3’116 | 3’470 | 1’842 | 2’149 | 1’066 | 1’369 |
Daily energy consumption measured.
Considering equation (2) we converted the results shown in Table 9 in monthly energy consumptions (Em,i) and then in yearlong energy consumptions (Fig. 19).
It can be seen that the yearlong energy consumption pertaining to R422D is larger than that of R22 (7.10-28.9%) for each test conditions. Furthermore, for both refrigerants the energy consumption diminishes with the increase of the air temperature inner cold store. This is easily understandable if one considers the reduction of the operating temperature span, which is defined as the mean difference between the hot thermal sink (external ambient) and the cold thermal sink (cold store).
Yearlong energy consumption vs. air temperature inner to cold store (± 1%).
TEWI vs. air temperature inner to cold store (±10%).
-5 °C | 0 °C | +5 °C | 10 °C | |||||
R22 | R422D | R22 | R422D | R22 | R422D | R22 | R422D | |
(Wh) | (Wh) | (Wh) | (Wh) | (Wh) | (Wh) | (Wh) | (Wh) | |
150’295 | 157’473 | 94’568 | 105’144 | 55’809 | 64’994 | 32’220 | 41’354 | |
140’481 | 147’833 | 88’637 | 98’814 | 52’451 | 61’272 | 30’406 | 39’060 | |
168’338 | 178’940 | 106’893 | 119’904 | 63’650 | 74’888 | 37’250 | 47’951 | |
171’040 | 182’945 | 109’037 | 122’777 | 65’177 | 77’024 | 38’368 | 49’452 | |
188’323 | 203’066 | 120’670 | 136’553 | 72’494 | 86’164 | 43’002 | 55’517 | |
190’455 | 206’521 | 122’471 | 139’068 | 73’833 | 88’105 | 44’029 | 56’907 | |
199’505 | 216’713 | 128’433 | 145’995 | 77’511 | 92’610 | 46’299 | 59’862 | |
200’298 | 217’685 | 128’984 | 146’668 | 77’868 | 93’070 | 46’534 | 60’173 | |
187’370 | 202’755 | 120’329 | 136’463 | 72’449 | 86’327 | 43’119 | 55’708 | |
181’794 | 195’150 | 116’157 | 131’084 | 69’589 | 82’448 | 41’105 | 53’019 | |
160’377 | 170’141 | 101’711 | 113’953 | 60’490 | 71’070 | 35’335 | 45’467 | |
153’268 | 160’987 | 96’591 | 107’557 | 57’091 | 66’604 | 33’037 | 42’425 |
Monthly energy consumption calculated by means of the Eq. 2
In Fig. 20, for both refrigerants we have drawn the TEWI relative to one year of operation as function of the air temperature inner to cold store. Since the first term of the equation (1) is constant for both refrigerants and for each test condition, it is noticeable that the change of TEWI is directly influenced by that of the energy consumption.
Difference percentage of indirect, direct and TEWI vs. air temperature inner to cold store.
As remarked in Fig.21, the adoption of R422D leads to a worsening of the environmental impact. Because the GWP of R422D is 50% higher than that of R22, the 8% reduction of refrigerant mass does not impact significantly the decrease of the direct effect of R422D, which results equal to 42% higher than that of R22. The indirect effect (Fig. 21) of R422D is higher than that of R22; in particular, this difference grows with the increase of the storage temperature. Consequently, the release of CO2, due to the adoption of R422D, grows from a minimum of 7.1% to a maximum of 28.9%.
The augmentation of the energy consumption has been also confirmed by performance investigation. In Fig. 22, we report both the change of the COP and that of the efficiency as a function of the air temperature inner to cold store. The results there illustrated highlights a lower efficiency of the plant due to the adoption of R422D. It is possible to observe that COP increases with the increase of the air temperature inner to cold store and that the COP for R22 is higher than for R422D.
In particular, the difference between the COP for R22 and that for R422D is, on average, 20% and it increases with the increase of the air temperature inner cold store. The worsening of the energy performance, due to the use of R422D as substitute of R22, is remarked by the efficiency values showed in Fig. 22.
COP and efficiency of the plant vs. air temperature inner to cold store (±2.5%).
The lower R422D efficiency values represent a warning on the inefficiency of the plant subsequent to the retrofitting operations. During the performance investigation, we observed a substantially different behavior of the condenser. As reported in Fig. 23 the condensing pressure of R422D was higher than that of R22, while the evaporating pressure for both refrigerants was similar. This gain in terms of pressure at condenser shows that, when R422D is used as refrigerant, the heat exchange surface of the condenser is insufficient to reject the thermal power. Furthermore, a more high condensing pressure leads to an increase of electrical power absorbed by the compressor further reducing the COP. However, it is our interest to understand how to improve the energy performance of the plant operating with R422D, with the intent of reducing the indirect impact on the environment. Particular attention should be given to the condenser, since, as highlighted above, the heat exchange surface required by R22 is less than that required by R422. Referring to the operation with R422D, an improvement of the heat exchange at condenser could lead to reduce the condensing pressure, and then the specific work of compressor. Furthermore, the fluid leaving the condenser would be sub-cooled further, allowing a gain of the specific heat of evaporation. Consequently, a lower mass flow rate could be required, and then the power absorbed by the compressor could be reduced, guarantying an improvement of the COP.
Condensing and evaporating pressure vs. air temperature inner to cold store.
To enhance the heat exchange at condenser two methods could be considered:
if the blower have different operating speeds, select the highest speed available, otherwise, change the blower with another having higher volumetric capacity;
replace the condenser with one having a larger surface.
It is important to underline that the first solution is better than second, since cheaper and technically easier, but it could lead to a larger absorption of electrical power by blowers, negatively affecting the COP. Based on theoretical considerations [32], it is possible to expect a 15% increase of COP for a 1.5 bar reduction of the condensing pressure.
When R422D is used as refrigerant, a further improvement of the energy performance could be obtained by installing an electronic expansion valve instead of the thermostatic one. As showed by Lazzarin and Noro [33], for any refrigerants the electronic expansion valve allows a lower condensation pressure in systems equipped with air-cooled condensers, thanks to the ability of monitoring the variations of theoutside air temperature. Consequently, they [33] indicated, on average, an 8% reducing of energy consumption for Mediterranean locations and a 15% for North-European locations.
Once completed the experimental investigation, we considered a new scenario still to evaluated a sensitivity analysis for the TEWI difference, now aimed to highlight the way to reduce the environmental impact of the R22 retrofit with R422D. For this purpose, we have reported in Fig. 24 the change of the TEWI difference percentage as a function of the leakage rate per year, while in Fig.25 we have done it as a function of the energy saving per year. For both figures, we have identified three scenarios:
Scenario A: it represents the parameter domain, for which for every test conditions the environmental impact for R422D becomes higher than that for R22.
Scenario B: it represents the parameter domain of transition, for which at least for one test condition the environmental impact for R422D becomes lower than that for R22.
Scenario C (or eco-friendly scenario): it represents the parameter domain, for which for every test conditions the environmental impact for R422D becomes lower than that for R22.
Furthermore, we reported two dashed axes, whose intersection represents the breakeven point between the TEWI of R22 and that of R422D for all test conditions. Fig. 24 shows that for leakage rate per year lower than 5.7% the TEWI of R422D becomes lower than that of R22. The scenario B is very narrow and this allows achieving of the breakeven point almost simultaneously for all operating conditions. Considering 5% as technical limit for no-hermetical plant, it can see that the scenario C (Fig. 24) occurs for leakage rate per year values including in the narrowest range 5.0 ÷ 5.4 %, and it leads to a maximum ΔTEWI (absolute value) included between -6.0 ÷ -2.0%. The scenario C is technically feasible but it leads to an increase of the management costs: leakage check more frequent could lead to reduce the leakage rate, as indicated in [34].
Considering the change of the energy saving (Fig. 25), it can be seen that the scenario B is very large and it starts for ~20% energy saving; the breakeven point is reachable for ~70% energy saving. These results are not reassuring, because a 70% energy saving should correspond to a plant efficiency equal to 30%, when usually, for actual plant operating under the same conditions here investigated, the efficiency can be equal to 25%. Differently, as above mentioned, 20% energy saving could be obtained as a result both of the heat exchange improvement and of the use of electronic expansion valves. Since both the strong reduction of leakage rate and the high energy saving lead to an increase of the total cost of the retrofitting operations, it is necessary to consider an overlay parameter change. For this purpose, we have developed another scenario considering the simultaneous change of both parameters.
In Fig. 26 we have reported four different charts, each referring to different test condition in terms of air temperature inner to cold store. For each chart, we have drawn a solid black line, which identifies the border between the scenario characterized by a negative TEWI difference (eco-friendly scenario) and that by a positive TEWI difference. This time the eco-friendly scenario is identified by means of a 2 D domain (leakage rate & energy saving): one has to select one couple of values for leakage rate and energy saving per year in order to obtain a reduction of TEWI consequently to the adoption of R422D. That the overlaying of the effects allows obtaining strong TEWI reduction by means of cheap operations: minor reductions of leakage rate and energy saving are required.
Difference of TEWI vs. leakage rate per year and operating scenarios.
Difference of TEWI vs. energy saving per year and operating scenarios.
An experimental investigation has been carried out study the environmental impact of the R22 retrofit with R422D and to draw possible eco-friendly scenarios [35]. The experimental investigation consisted of two parts:
Storage investigation, aimed at developing of TEWI analysis.
Performance investigation, aimed at analyzing the behavior of the plant under steady state conditions.
For both investigations, we have considered four operating conditions in terms of the air temperature inner to cold store: -5, 0, 5, 10°C. To emulate actual operating conditions we choose Milan as reference locality.
Operating scenario charts a) at -5°C, b) at 0 °C, c) 5°C and d) 10°C.
Subsequently, a scenario and sensitivity analysis for the TEWI difference has been introduced to study ways of reducing the environmental impact of the R22 retrofit with R422D. For this purpose leakage rate and improved efficiency have been considered as parameters and three parametric analyses have been developed: two have been carried out by changing only one parameter per time, while the other one by changing simultaneously both parameters. Based on our investigation, we can draw the following conclusions:
The storage investigation have demonstrated that for each test conditions the R22 retrofit with R422D leads to an increase of the energy consumption up to 28.9% worsening CO2 emissions.
Since the GWP of R422D is much higher than that of R22 and even if the charge of R422D is 8% lower than that of R22, the direct effect of the R422D is 42% higher than that of R22.
As a consequence of the R22 retrofit with R422D, the plant investigated has shown an increase of TEWI up to 36.8 %.
The performance investigation highlighted that the operation with R422D is less efficient than that with R22. In particular, the difference between the COP for R22 and that for R422D is, on average, 20%, and it grows with the raising of the air temperature of the inner cold store.
R22 retrofit with R422D leads to an increase of the condensing pressure, which indicates that the heat exchange surface of the condenser is insufficient to reject the thermal power, worsening the efficiency.
To improve the energy performance and then to reduce the indirect effect, we proposed two ways: improving of the heat exchange surface and adoption of electronic expansion valves. Based on theoretical considerations it is possible to obtain a 20% reduction of energy consumption.
The scenario and sensitivity analysis for the TEWI difference have demonstrated that for each test condition there are some operating eco-friendly scenarios. In particular, if the parameters change simultaneously, the eco-friendly scenario results technically feasible: both lower reductions of leakage rate and lower energy saving are required.
In the field of the mobile refrigeration systems, the European Parliament already set a regulation of F-Gases phase out that bans the use of refrigerants having GWPs exceeding 150. Such regulation is in effect since 2011.
R134a is an HFC with zero ODP and a GWP of 1300. According to the above mentioned European regulation on F-Gases, the use of R134a will be banned in mobile systems. R744 is a natural fluid (CO2) therefore with no ODP and negligible direct contribution to global warming and can be a substitute of R134a. In this study, the impact of the substitution of R134a with R744 on global warming was studied through experimental evaluations of the TEWI index under different operating conditions.
The experimental tests discussed in this study compare a commercial R134a refrigeration plant subjected to a cold store and a prototype R744 system working as a classical spit-system to cool air in a trans-critical cycle.
Table 11 reports the parameters adopted for the TEWI evaluation. The annual operating hours in the TEWI simulation are 8760. These correspond to a commercial refrigerator cold store according to Dir.94/2/CE [36].
H | 8760 h |
PL | 5% year |
PR | 95% |
V | 10 years |
α | 0.6 kg CO2/kWhe |
Parameters for TEWI evaluation.
Figure 27 shows a sketch of the experimental plant.
Sketch of the carbon dioxide experimental plant.
Basically, there are two single-stage hermetic reciprocating compressors, an oil separator, an air gas-cooler, a liquid capacity, an air evaporator, an electronic expansion valve (EEV) and an electronically-regulated back pressure valve (BPV). The main compressor is a semi-hermetic one. At evaporation temperatures of 5°C and of 30°C at the gas-cooler exit, when the pressure is 80 bar, the refrigerating power is about 3000W. An internal heat exchanger (IHX) between the refrigerant flow at the compressor suction and at the exit of the gas-cooler is provided. The lamination occurs thanks to the back-pressure valve and to the electronic expansion one. An auxiliary circuit can be used to by-pass the back-pressure valve, in order to vary the evaporation temperature. The air temperature on the condenser is regulated by an air-flow driven by a blower in a thermally insulated channel. Its temperature is modulated by some electrical resistances. This simulates variable external conditions, as well.
The plant is fully instrumented, in order to evaluate its performance as a whole, as well as that of each single component. The pressure and the temperature of the carbon dioxide are measured both at the inlet and at the outlet of each device. Mass flow rate is monitored at the main compressor suction (see Figure 27). Two watt transducers are used to measure the electrical power supplied to the compressors. Table 12 summarizes all the characteristics of the plant instrumentation.
Transducers | Range | Uncertainty |
0÷2 kg/min | + 0.2% | |
Piezoelectric absolute pressure gauge | 1÷100 bar | + 0.4% |
RTD 100 4 wires | -100÷500 °C | + 0.15°C |
Wattmeter | 0.5÷6 kW | + 0.2% |
Transducers specifications.
The Coefficient of Performance is evaluated with eq. (4), with uncertainty of + 3.8 % according to the procedure suggested by Moffat [37].
The uncertainty of the TEWI was calculated by applying the error propagation theory to Eq. (1). A balance is used to measure the refrigerant charge with an uncertainty of + 0.2% in the range 0-100 kg. Sand et al. [18] suggested that a minimum of 20% uncertainty exists for the GWP values assigned to refrigerants by the Intergovernmental Panel on Climate Change (IPCC). These uncertainties, when combined with other estimates and assumptions of the analysis lead to a TEWI uncertainty of 10%.
The experimental vapour compression plant, subjected to a commercially available cold store and reported in Figure 28, is made up of a semi-hermetic reciprocating compressor.
Sketch of the R134a experimental plant.
It was designed for the fluid R134a, according to the manufacturer specifications. The plant is supplied with a three-phase current (380 V phase-phase), an air condenser followed by a liquid receiver, a manifold with two expansion valves, a thermostatic one and a manual one mounted in parallel, to feed an air cooling evaporator inside the cold store.
In the evaporation temperature range -20
The refrigeration duty in the cold store is simulated by means of regulated electrical resistances. The electric power is measured by means of a watt transducer whose specifications are reported in Table 13.
Further specifications of the experimental plant were reported in a previous work [38-41]. The COP values calculated in accordance with (7), should be considered with an uncertainty less than ±0.5%. The smaller accuracy in the calculus of the COP pertaining to the R744 plant is due to a different accuracy of the pressure gauges used for the R744, as compared to those used for the R134. The lower accuracy of the pressure gauges for the R744 stems from the larger measurement range required.
Transducers | Range | Uncertainty |
0÷2 kg/min | + 0.2% | |
RTD 100 4 wires | -100÷500 °C | + 0.15°C |
Piezoelectric absolute pressure gauge | 1÷10 bar 1÷30 bar | + 0.2% + 0.5% F.S |
Wattmeter | 0÷3 kW | + 0.2% |
Transducers specifications.
The experimental, R744 plant was optimized in order to maximize its energetic performance.
The direct contribution to global warming was evaluated on the basis of the measured plant charge. The R744 charge is the optimal one, corresponding to 6.87 kg. That for R134a is of 2.45 kg. The direct contribution to the greenhouse effect pertaining to R134a during the plant useful life is always greater that that pertaining to R744. The direct contribution of R744 is negligible respect to the indirect one, whereas that of R134a is comparable.
System performances are compared for two evaporation temperatures of 0 and 5 °C, respectively, by varying the temperature of the external air over the gas-cooler and the condenser. Both plants develop a refrigerant power of 3000 W.
In the evaluation of the total contribution to greenhouse effect, three scenarios were considered: a commercial refrigerator cold store, a classical split-system and a mobile refrigeration system.
In the first scenario a commercial refrigeration cold store was considered. According to Dir.94/2/CE, it works for 8760 annual operating hours.
Figure 29 reports TEWI as a function of external air temperature for an evaporating temperature of 0 and 5 °C, respectively. Figure clearly shows that, for both refrigerant fluids, TEWI increases with the external air temperature because of the COP decrease.
Indeed, COP decreases due to the decrease of the refrigerant fluid enthalpy at the evaporator inlet because of the pressure increase at the condenser/gas-cooler. Its rise leads to a higher enthalpy at the compressor outlet, thus increasing the specific work of compression. The COP decrease for R744 is more marked than that of R134a.
The performance of both refrigerant fluids at fixed external air temperature decreases with evaporating temperature. This effect is more marked for the plant working with the transcritical cycle. In a typical transcritical cycle the expansion valve provides a dominant contribution to the overall energy loss [42,43]. The irreversibility of the expansion process increases by decreasing the evaporating pressure
Figure 29 clearly shows that, for a refrigerating system working as a commercial refrigerator cold store, the TEWI pertaining to R134a is always lower than that of R744 from a minimum of -22% to a maximum of -73%. The higher indirect contribution to global warming of R744 with respect to R134a always prevails.
The second scenario is a classical split-system, that according to Dir.29/1/2003 works with 500 annual operating hours.
Figure 30 reports TEWI as a function of external air temperature for an evaporating temperature of 0 and 5 °C.
TEWI as a function of air temperature at the inlet of the condenser/gas-cooler, for two evaporating temperature, in a commercial refrigerator cold store.
TEWI as a function of air temperature at the inlet of the condenser/gas-cooler, for two evaporating temperature, in a classical split-system.
In this case TEWI of R134a is higher than that of R744 for external air temperature of 25 and 30 °C (from a minimum of 3 to maximum of 16%). In these experimental conditions the system working with R744 has a lower global warming impact as compared to a system with R134a. This effect is due to the lower direct contribution of R744 that prevails on the indirect one. In the operating conditions corresponding to external air temperature of 35 and 40 °C, the TEWI of R134a is lower that that of R744 (from a minimum of -4 to maximum of -25%).
The third scenario is a mobile refrigeration system
In the following analysis, a 1000 kg small commercial car was considered. For this car, 98 g of CO2 are released per km [46] in a typical urban cycle with a mean engine power of 5 kW. On this basis, the fraction of CO2 emission produced by a 3 kW air conditioning device employing R134a was evaluated. The R134a charge is 800 g. That of CO2 is 1.20 kg.
From these data and from the previous experimental results, it is possible to evaluate the TEWI for both R134a and R744.
In figure 31 TEWI is reported as a function of the refrigerant leakage rate per year.
The figure clearly shows that TEWI of R134a is lower than that of R744 (from a minimum of -4.7 to a maximum of -22%) in the yearly refrigerant leakage rate of 5 and 20%, respectively. At 25% the two fluids show the same TEWI. On the contrary, at 30% leakage, the R134a TEWI exceeds that of R744 of +4%.
In a typical mobile air conditioning device, the yearly refrigerant leakage rate is around 25%.
TEWI as a function of refrigerant leakage rate in a mobile refrigeration system.
The substitution of R134a was analyzed in terms of global warming effect. Indeed, R134a will be banned in mobile systems, according to the regulation on F-Gases. R134a has a relevant direct global warming effect stemming from its absorption power of long-wave radiations, that depends on its GWP and on the fraction of refrigerant charge released into the atmosphere. A possible substitute of R134a could be carbon dioxide, i.e. a natural fluid with negligible direct contribution to global warming.
An experimental comparison between R134a and R744 was performed in terms of the total equivalent warming impact (TEWI) that combines the effect of the direct emissions of refrigerants with the indirect effect of energy consumption.
The experiments compare a commercial R134a refrigeration plant subjected to a cold store and a prototype R744 system working in a trans-critical cycle. A preliminary analysis was carried out, in order to maximize the energetic performance of the trans-critical cycle.
In the comparison, different, common working conditions were considered by varying the external temperature and that of the evaporation. In all the test runs, the energetic efficiency of the trans-critical cycle is always lower than that of the plant working with R134a. This leads to a greater indirect global warming effect of the plant working with R744.
Three different scenarios were considered: a commercial refrigerator cold store, a classical split-system and a mobile refrigeration system.
Based on our investigation, the following conclusions can be drawn:
1) For a refrigerating system working as a commercial refrigerator cold store at fixed refrigerant leakage rate per year (5%), the TEWI pertaining to R134a is always lower than that of R744 by a minimum of -22% up to a maximum of -73%.
2) A refrigerating system working as a classical split (at fixed 5% refrigerant leakage rate per year) with R134a has a greater global warming impact as compared to a system with R134a for external air temperature of 25 and 30 °C (from a minimum of 3 to maximum of 16%). Whereas, in the operating conditions corresponding to external air temperature of 35 and 40 °C, the TEWI of R134a is lower that that of R744 (from a minimum of -4 to maximum of -25%).
3) In a mobile refrigeration system, the TEWI of R134a is lower than that of R744 (from a minimum of -4.7 to a maximum of -22%) for yearly refrigerant leakage rates between 5 and 20%. At 25% leakage, the two fluids show the same TEWI, whereas, at 30% leakage, the R134a TEWI exceeds that of R744 by +4%. In view of these results, R744 does not appear to be a suitable substitute for R134a. The latter, however, must be ruled out in mobile systems, in any case. Therefore, alternative fluids such as HFO (HydroFluoro-Olefin) should be considered.
The impact of vapour compression refrigerant fluids on global warming has been analyzed by means of an experimental study. Vapour compression plants have both a direct and an indirect contribution to global warming. The Total Equivalent Warming Impact (TEWI) index takes into account both the direct and indirect contribution to global warming.
In this chapter the substitution of R22 and R134a has been studied. R407C and R422D are possible substitutes for R22. R22 is an HCFC, with an ODP of 0.05 and a GWP of 1700. Both refrigerant fluids are drop in substitutes: R407C is an HFC with zero ODP and a GWP 6% lower than that of R22, R422D is an HFC with zero ODP and a GWP 31% greater than that of R22. R134a is a single hydrofluorocarbon (HFC) compound. It has no chlorine content and therefore no ozone depletion potential, and a GWPR134a of 1300.
In the field of mobile refrigeration systems, the European Parliament (EU 842/2006) already set F-Gases phase out regulation that bans the use of refrigerants having GWPs in excess of 150. According to this regulation the use of R134a will be banned in mobile systems. Pure CO2 (R744), with no direct contribution to global warming, can be a substitute of R134a. Experimental tests have been carried out on different vapour compression pilot plants for a range of operating conditions, the prototype R744 system works in a trans-critical cycle
From the experimental analysis the following general conclusions can be drawn:
R22 direct contribution to the greenhouse effect is greater than that pertaining to R407C (+15%). The COP corresponding to R407C is 3.3-19% lower than that pertaining to R22.
In the experimental tests corresponding to a condensation temperature in the range 43 / 47 °C and to an evaporation temperature in the range -12 / -7 °C, the TEWI pertaining to R407C exceeds that of R22 by about 11%. Therefore, the substitution of R22 with R407C should be unacceptable if specific reference is made to the greenhouse effect.
In the experimental tests corresponding to a condensation temperature in the range 53/58 °C and to an evaporation temperature inlet range 2 / 10 °C, R22 and R407C behave in a similar way as regards the greenhouse effect.
For high evaporation and condensation (over 50°C) temperatures, the TEWI of R407C is slightly lower than that of R22. As a consequence, the substitution of R22 with R407C is favourable, since no harm is produced to the ozone layer and no increase in CO2 emission is made.
GWP of R422D is much higher than that of R22 and even if the charge of R422D is 8% lower than that of R22, the direct effect of the R422D is 42% higher than that of R22.
The plant working with R422D is less efficient than that with R22. In particular, the difference between the COP for R22 and that for R422D is, on average, 20%, and it grows with the raising of the air temperature of the inner cold store.
For each test conditions the R22 retrofit with R422D leads to an increase of the energy consumption up to 28.9%, worsening CO2 emissions, with an increase of TEWI up to 36.8 %. Therefore the substitution of R22 with R422D is always unacceptable from the point of view of greenhouse effect.
In all the test runs, the energetic efficiency of the trans-critical cycle is always lower than that of the plant working with R134a. This leads to a greater indirect global warming effect of the plant working with R744.
For a refrigerating system working as a commercial refrigerator cold store the substitution of R134a with R744 is always unacceptable because the TEWI pertaining to R134a is always lower than that of R744 (from -22% to -73%).
A refrigerating system working as a classical split with R134a has a greater global warming impact as compared to a system with R744 for external air temperature of 25 and 30 °C (from a minimum of 3 to maximum of 16%). Whereas, in the operating conditions corresponding to external air temperature of 35 and 40 °C, the TEWI of R134a is lower that that of R744 (from a minimum of -4 to maximum of -25%).
In a mobile refrigeration system, the TEWI of R134a is lower than that of R744 (from a minimum of -4.7 to a maximum of -22%) for yearly refrigerant leakage rates between 5 and 20%. At 25% leakage, the two fluids show the same TEWI, whereas, at 30% leakage, the R134a TEWI exceeds that of R744 by +4%. In view of these results, R744 does not appear to be a suitable substitute for R134a.
CO2,dir = direct contribution to global warming (kgCO2)
CO2, indir = indirect contribution to global warming (kgCO2)
COP = Coefficient Of Performance
E = energy consumption (kWh)
GWP = Global Warming Potential (kgCO2 kgrefrigerant)
H = annual operating hours (h/years)
h = enthalpy (kJ/kg)
ODP = Ozone Depletion Potential
p = pressure (Pa)
PL = accidental refrigerant leaks per year (% refrigerant charge/year)
PR = recycling rate (% refrigerant charge)
Qref = refrigerant power (kW)
RC = refrigerant charge (kg)
T = temperature (°C, K)
TEWI = Total Equivalent Warming Impact (kgCO2)
V = plant useful life (years)
α = CO2 emission from power conversion (kgCO2/kWhe)
β = compression ratio
ΔTEWI = TEWI difference
ε = efficiency
air = air
amb = external ambient
co = condenser
cold = air inner to cold store
D = daily
el= electrical
EV= evaporator
hot= external air ambient
i= i-th
in= inlet
m= monthly
MT = mean thermodynamic
out = outlet
ref = refrigerant
w = water
wg = water glycol mixture
Vapor-phase techniques are powerful approaches for the deposition of functional thin films of different materials, including metals and compounds such as oxides, nitrides, and even organic materials and composites onto a substrate [1, 2, 3]. There are two types of vapor deposition methods, namely physical and chemical. Physical vapor deposition (PVD) methods involve a change of state (i.e., evaporation and recondensation) of a source, and include, among other, sputtering, pulsed laser deposition or different evaporation approaches [4]. While PVD methods yield materials of high quality with tunable properties, they are performed in high vacuum and often high temperatures, using sophisticated equipment. Finally, the low vacuum process results in a line-of-sight type of coating (i.e., only taking place on the directly exposed surfaces.
The possibility to pattern and 3D print materials at different scales has a tremendous impact on many technologies and applications. Over the years. Different 3D printing approaches have been developed allowing such patterning. This include, to name a few, aerosol jet printing (also known as Maskless Mesoscale Materials Deposition or M3D) [5], ink jet and screen printing [6], laser chemical vapor deposition (LCVD) [7], laser-induced forward transfer (LIFT) [8, 9] or micro stereo lithography and multiphoton lithography [10]. The interested readers are encouraged to the cited references for more details on these methods. In this chapter, we focus on 3D printing approaches based on ALD. A brief introduction to CVD and ALD is thus presented next.
Chemical vapor deposition (CVD) approaches on the other hand rely on chemical reactions between different precursors on and over a surface. In conventional CVD, the precursors are injected in the reactor at the same time and the reaction is activated by heat (hot substrate) or by other energy sources, such as plasma. A scheme representing the reaction chamber is shown in Figure 1a [11]. This technique allows the deposition of high-quality films [12], and is largely used by the industry. Nonetheless, CVD is governed by the diffusion of the different gas precursors, and therefore, the deposition of extremely thin films with a thickness control at the sub-nanometer level [13], and the uniform coating of large areas or high-aspect-ratio/porous features is extremely difficult [14].
(a) CVD mechanism where the precursor is adsorbed on the surface at relatively high-temperature followed by the film growth and a release of volatile byproducts, (b) ALD process: Schematic of one ALD cycle of monolayer growth. The first step consists in exposing the substrate to the precursor followed by a purge step to remove all the byproducts an excess precursor, then another step with a co-reactant agent and the final step in which the byproducts an excess precursors are purged again, (c) illustration of edge coverage for ALD, CVD, and PVD.
Such limitations prompted the development of an alternative method, namely, atomic layer deposition (ALD). ALD is indeed a CVD method but it is characterized by having the substrate exposed to the different precursors one at a time, and not simultaneously as in CVD. Thus, in typical ALD processes, a precursor is first injected in a deposition chamber where the substrate is located. The precursor can then react with active sites on the surface (i.e., undergoing a chemisorption) until the latter is saturated. A purge step is then applied to eliminate excess precursor and reaction byproducts. Then a second reactant is injected that will react with the preciously adsorbed layer. After the reaction is completed, again a purge step is necessary to eliminate excess reactant and reaction byproducts. Such an ALD cycle is shown in Figure 1b. As a result of this sequential exposure to the different reactants, the ALD process is surface-selective and self-terminating, which in turn offers unique control over film thickness at the angstrom level (i.e., a given growth per cycle, GPC, being obtained for each process as a function of the reactor geometry and precursors used) and allows the conformal coating of porous, complex and high-aspect-ratio substrates. The films are also compact and free of pinholes and can be obtained at low temperatures (even room temperature) due to the high reactivity of ALD precursors. The reader is referred to reviews and books dedicated to ALD for more information [1, 2, 3]. Figure 1c shows a sketch of the different types of coating obtained over the high-aspect-ratio features when using the different techniques discussed.
Over the years, the number of materials that can be deposited by ALD has grown enormously, including pure elements (e.g., metals), nitrides, sulfides, oxides, fluorides, etc. (see the atomic limits site, with includes an ALD materials database that is permanently being updated [15]). While at the origin the main motors of the ALD development were the deposition of homogeneous coatings over large areas or high aspect-ratio features, in the last years, there have been innovative developments in the ALD field that allow the localized and topological deposition of functional materials. This opens the door to its application as a new nano-to-macro 3D printing technology based on gas precursors. These recent developments, namely, area-selective deposition (ASD) and different spatial approaches, are presented in Sections 2 and 3, respectively. Finally, the unique assets of the ALD technique are ideal to tune the properties of pieces fabricated by conventional 3D printing approaches. Section 4 presents a brief overview of recent results on this line. The chapter finishes with some conclusive remarks.
For more than 50 years, the shrinking of microelectronic devices has involved successive steps of deposition, lithography and etching. Indeed, unlike building a house, it is not possible to directly draw the walls or pillars of a chip on a 300 mm substrate. It is therefore necessary to first cover the whole substrate with a thin layer, before removing part of it by the steps of lithography (to draw the object) and etching (to remove what should not remain on the surface). This is called a top-down approach. The reduction of the dimensions of microelectronic devices in the last 10 years to nanometric scales has greatly complicated these steps and increased their cost. Indeed, for many years, the wavelengths used to draw were greater than the desired line thickness. It was therefore necessary to make lithography more complex by integrating etching/deposition steps to achieve the desired dimensions, such as multi-patterning (Self Aligned Double or Quadrupole Patterning—SADP and SAQP). Thus, these steps allowing to obtain locally nanometric materials on the substrate are now complex, time-consuming and expensive. They must also be done with nanometric placement precision, which is already a real challenge.
The alternative solution to this increasingly complex approach is to deposit the material directly and selectively on the desired surface without having to resort to lithography steps. This so-called selective growth on a surface is a bottom-up approach and is known as area-selective deposition (ASD) [16, 17]. In an ideal ASD process, a thin film should be uniformly deposited in the desired growth region while no deposition should be observed in the desired no-growth region. This requires the use of a surface selective deposition process, with controlled growth at the atomic scale, and thus ALD is the one that seems to be the most adapted. Indeed, a growing number of researchers working on the ALD process are now trying to establish strategies from this process to have a material deposited selectively on a surface. The three main strategies are: (i) to use an inherent selectivity of the precursor/substrate couple [18, 19]; (ii) to block the growth on the no-growth area by a pre-deposition treatment [20, 21]; (iii) to promote the growth on the growth area by a pre-deposition treatment [22]. Whatever the strategy, we observe growth on all surfaces after a certain number of cycles, or at best, a little defectivity with nuclei on the no-growth area, i.e., the selectivity fades out during the successive ALD cycles. It was then proposed to regularly add the surface treatment step (passivation step) in the ALD cycles changing a cycle from a (treatment + AB) process to an (ABC) cycle with the treatment reinjected regularly [23]. Another proposed solution is to use super-cycles with the injection of etching steps every
(a) Illustration of four different strategies for an area selective deposition where a is the growth area and B the no-growth area; (b–d) examples of ASD using deposition and etch: (b) TiO2 on TiN vs. Si/SiO2 (reprinted with permission) [
Although, ASD offers a huge potential for the 3D printing of functional materials at resolutions orders of magnitude below what can be achieved with conventional 3D printing approaches, the different steps it implies (i.e., surface pre-pattering, regeneration of the selectivity) make them harder to work with. It would thus be desirable to develop an ALD approach that could allow the direct deposition of patterned materials. This can indeed be achieved, as detailed in the next section, by using different
As explained in the introduction, the unique assets of ALD are the result of having a surface-limited, self-terminated reaction between gas reactants and the surface of a substrate. To limit the reaction to the surface, the ALD is based in alternate exposures of the precursors to the substrate. Traditionally, this has been done by sequential injection of the precursors in a deposition chamber followed by purging steps, thus in a temporal approach, as detailed in Figure 1b above and in the scheme below (Figure 3a). An alternative approach consists in having a continuous injection of the different reactants but in different locations of the reactor, keeping them separated by a region of inert gas. Then, by alternatively exposing the substrate to the different regions, the ALD cycle is reproduced (Figure 3b). This approach is known as Spatial ALD (SALD) [33, 34, 35, 36]. The first advantage of processing in the spatial mode is that the process can become much faster (up to two orders of magnitude) since no purging step is required.
(a) Schematic representation of the classical temporal ALD approach with the different characteristic steps of an ALD cycle: (1) injection of the first precursor, (2) purging step, (3) injection of the second precursor, (4) purging step, separated in time. (b) Schematic representation of the spatial ALD approach, where the precursors are injected continuously in the reaction chamber in different locations separated by an inert gas and the sample is exposed to the different regions to reproduce the ALD cycle. (c) Scheme of the close-proximity AP-SALD approach based on a manifold injection head: the precursors are carried out from the containers of the head where they are distributed in parallel alternative channels. (d) COMSOL simulation of the mass fraction of each precursor present in different areas of the substrate (left). In these cases the evacuation of the precursors is not efficient and thus cross-talk is observed, yielding a CVD reaction on the zones where the precursors meet (see COMSOL simulation in the center). If a deposition is made in static mode (i.e., without moving the substrate), 4 lines of oxide can be obtained, as shown in the optical image (right) where 4 lines of ZnO have been deposited on a Si wafer in this way (adapted from Ref. [
The SALD concept is very versatile and can indeed be applied in different ways [33, 37]. SALD can even be performed at atmospheric pressure (i.e., no vacuum processing) and even in the open air (i.e., no deposition chamber), and this is sometimes referred to as Atmospheric-Pressure SALD (AP-SALD). This is the case of the close-proximity approach based on a manifold injection head, originally presented by Kodak [38]. In this particular approach, the different reactants are carried to the injection head where they are distributed along alternate parallel channels (Figure 3c) [39]. By proper design of the head, the different flows can be kept separated provided the substrate is at close proximity of the head (i.e., 50–200 μm). Then by scanning the substrate back and forth under the head the ALD cycles are achieved. It is worth noting that since the size and area of the deposition depend on the head size and substrate scan distance, this SALD approach can already be seen as an ASD approach at the cm scale.
Close-proximity SALD approaches based on injection heads have several extra appealing advantages. The first one is that deposition can be also performed in spatial CVD (SCVD) mode. Then, crosstalk between the different reactants above the surface of the substrate is allowed. In this case, the deposition rate can be faster, but care must be taken since the properties of the materials deposited could change [32]. The impact of the change in the film properties when passing from the SALD to SCVD mode has to be evaluated depending on the intended application, but several works have demonstrated that the SCVD can be used to deposit components for functional devices [40]. In addition, the possibility of having SCVD opens the door to a new ASD approach. Indeed, the CVD reaction can be located in different areas above the substrate. Figure 3d presents a computational fluid dynamics (CFD) simulation that shows the areas over the substrate where the different reactants meet and thus react when the deposition is performed in certain SCVD conditions. Then, by performing a static deposition (i.e., without the substrate scan that is needed to perform the spatial ALD cycles) growth of the films can be localized to the regions where the reactants meet (see the four ZnO lines obtained by this approach in Figure 3d). This constitutes a new alternative approach of ASD at a higher scale and much faster deposition rate than the traditional ASD approaches based on ALD that have been described in the previous section [32].
The second advantage of using a close-proximity SALD approach based on an injection head is that the system can be customized by simply modifying the injection head. While this is so, the modification and fabrication of the head can result very difficult, if not impossible, thus limiting the potential of the approach (see Figure 4a where the scheme of a standard SALD head is shown. It comprises several parts that need to be fabricated separately and then soldered, and the distribution of the different gas flows to the head is quite complex involving many pipes). To overcome this limitation, D. Muñoz-Rojas’ group at the Laboratoire des Matériaux et du Génie Physique (LMGP, Grenoble, France) has introduced the utilization of 3D printing for the fabrication of customized SALD injection heads [41]. This allows having more freedom to design the head and, for example, the gas distribution can be incorporated in the body of the head (Figure 4b and c) [41, 42, 43]. Plastic heads can be printed for depositions taking place at low temperatures while metal 3D printing is also possible for higher temperatures [44]. Thanks to 3D printing, the design of the heads can be easily customized. This is very convenient to easily modify the area of deposition, and also to have free-form patterns when performing SCVD with custom heads (Figure 4d) [41].
(a) Scheme of a close-proximity SALD head made of several parts and fabricated by conventional approaches. (b) 3D scheme of a head design integrating the gas distribution for the different gases inside its body: metallic precursor in green, co-reactant in red, inert gas in blue and exhaust in black. (c) Head printed with clear resin where the distribution channels can be observed. (d) 3D scheme of a head designed for circular shape deposition in static SCVD mode. ZnO circles with different thicknesses are shown. (e) Picture of a printed SALD pen (left), bottom view of the concentric gas outlets in the SALD pen approach allowing deposition in any direction (right). (f) Scheme of the SALD pen installed in a 3D table. (g) Scheme of a SALD pen implemented in the XYZ table and drawing ZnO in a circular pattern. (h) LMGP initials on a Si wafer drawn with the 3D printed SALD pen (adapted with permission from Ref. [
The possibility to deposit free-form patterns without having to modify the head for each design would also be appealing. This can indeed be done if instead of using parallel channels, the head is designed so that concentric channels are used. In this way, no matter which direction the head moves, the substrate will be exposed to the different reactants, thus leading to ALD film growth (Figure 4e). Such a head can again be readily implemented by 3D printing. D. Muñoz-Rojas’ group demonstrated that such a SALD pen can be printed and used to deposit free-form patterns when installed in an XYZ table, in this case with a resolution going down to several mm (Figure 4f–h) [41]. This represents a new 3D printing approach that is based on gas precursors and that offers nanometric resolution in Z. Here again, the resolution of the obtained patterns in X-Y depends on the head design and the possibility to scale it down. Indeed, the latter work by Midani et al. presented a similar concept in which sub-millimiter resolution was achieved by inserting a capillary in the central metal precursor channel of the SALD pen [45].
Certainly, the advances in the different 3D printing technologies will allow de fabrication of SALD heads with smaller channels, which will extend the possibilities of SALD for depositing patterns of functional materials down to the micrometer scale in X-Y.
Additive manufacturing (AM), also known as 3D printing, is recognized as a revolutionary technology, which has primarily been used in the field of engineering to create customized prototypes [46, 47, 48]. 3D printing has now become a subject of great interest and is extensively applied in many areas, such as prototyping, medicine [49] or aerospace [50], since it allows new products with complex geometries and microarchitecture (multiple pore shape and size) to be imagined, designed and fabricated. However, the material from which the designed products are made is still limited by the 3D-printing material itself. Even if the number of available materials that can be printed is expanding [48], most of the manufactured objects are made of polymer or stainless steel. Thus, a post-treatment may be required to control the nature and chemistry of the product surface and offer it its desired functionality. As illustrated in Figure 5 and discussed below, ALD is a highly appealing technique to expand the potential of 3D printing through coating or infiltration of the printed parts.
Illustration of the combination of 3D printing and atomic layer processing. Depending on the 3D printed material, either a coating is obtained, allowing for the tuning of the surface properties (typical ALD); or inorganic components are introduced to the subsurface of the 3D objects (atomic layer infiltration, ALI [
As seen previously, ALD can be used as an innovative and novel 3D printing route, to prepare customized and complex 3D structures at the nano-to-cm scale. In addition, this technology can also be used to precisely tune the surfaces of 3D printed objects that were manufactured using more “conventional” additive manufacturing approaches such as fused deposition modeling, inkjet printing, stereolithography, selective laser sintering (SLS), powder bed fusion or even bioprinting [46, 47, 48]. ALD allows the preparation of thin films with a sub-nanometer thickness control, high uniformity and excellent conformality even on high aspect ratios substrates, a unique capability, as discussed in the first section of this chapter [3, 53, 54, 55, 56, 57, 58]. As ALD allows the conformal coating of complex substrates with nanolayers made of an expanding number of materials [2, 15], such as oxides [59, 60], metals [61], nitrides [62] and sulfides [63], the combination of this route with 3D printing can be beneficial to a myriad of applications.
A large number of 3D printed objects are made of polymers, the current mainstream materials being ABS (acrylonitrile butadiene styrene) and PLA (polylactic acid). However, when performing ALD on 3D printed objects based on such polymeric materials, some considerations must be taken. The first obvious consideration is related to the ALD process temperature, which has to be lower than the polymer melting point. 3D printing materials such as ABS and PLA will already be deformed when the temperature is higher than 200°C. The ALD processes must therefore be compatible with rather low temperatures. Furthermore, as depicted by the review of Parsons and co-workers [64], the ALD precursors often infiltrate and react with polymeric substrates, which can alter the eventual 3D printed products. As shown by numerous studies, the risk of reaction between the polymer and the precursors increases with temperature and long exposures times. In addition, the presence of functional groups in the polymer chains also increases the potential infiltration of the ALD precursors [51, 52, 59, 64, 65, 66, 67, 68]. Thus, even if most of the ALD processes are compatible with the coating of 3D printed objects, these considerations must be taken into account and the processes have to be tuned accordingly to coat certain 3D printed materials. When the processes developed are compatible, the unique capability of ALD to coat complex objects with such control over the layer deposited, makes this route particularly relevant and attractive. This innovative combinatorial approach has been used for different and various applications, such as aerospace, photoelectrocatalysis, filtration, biomedicine, or solid-state batteries.
Kestila et al. combined polymeric additive manufacturing and an ALD-coating to produce satellite propulsion components with improved structural integrity and thermal resistance [69]. The components were made of two different polymers, namely acrylonitrile butadiene styrene (ABS) and polyamide, and were coated with alumina by ALD. The Al2O3 layer allowed to enhance the structural integrity for the polymeric restrictors and progressively smoothed out the PA surface improving the argon flow through the restrictor, which might be due to increased surface smoothness [69]. Heikinen et al. have recently shown that ALD of alumina on porous 3D printed ABS plastics permits to considerably lower their vacuum degassing. Nyman et al. have also confirmed the low outgassing of ABS, but also polyether ether ketone (PEEK), polycarbonate (PC), and nanodiamond-doped polylactide (ND-PLA) 3D printed materials with an Al2O3 ALD coating [70]. Thus, the combination of plastic 3D printing with ALD opens prospects for the fabrication of laboratory vacuum tools, and is also suited for spacecraft tools and in-space manufacturing applications [70, 71]. Moll et al. also coupled powder bed additive manufacturing with CVD and ALD of nitrides, to prepare 3D Ti-6Al-4 V structures highly resistant to high-temperature oxidizing environments. Coupling CVD and ALD on the 3D printed objects permitted to obtain thick coating and roughness reduction by CVD, and filling of narrow defects and reactivity mitigation by ALD [72].
Browne et al. employed additive manufacturing and ALD for photoelectrocatalysis, by depositing TiO2 onto 3D-printed electrodes. These electrodes were initially printed in inert stainless steel, and gained their catalytic functionality thanks to the ALD coating. The conformality allowed by ALD successfully permitted these 3D-printed electrodes to be used as photoanodes for water oxidation. The results presented have shown that the 3D-printed stainless steel electrode coated with ALD of TiO2 were considerably more active towards the water oxidation, and that the catalytic activity was enhanced by increasing the number of ALD cycles applied [73]. The team of Pumera et al. recently applied ALD to 3D-printed nanocarbon/polylactic acid electrodes to coat them with metal dichalcogenide MoS2 nanolayers [74]. The MoS2 coated electrodes were then successfully applied for photoelectrocatalytic hydrogen evolution reaction (HER). Recently the group of M. Bechelany from the Institut Européen des Membranes (IEM, Montpellier, France) has developed in collaboration with the University of Zaragoza the functionalization of 3D printed ABS filters with MOF (Metal-Organic Framework) for toxic gas removal [75]. The fabrication approach at low temperature includes ALD of Zinc oxide on the ABS 3D printed filter followed by the hydrothermal conversion of ZnO to ZIF-8, Zeolitic Imidazolate Framework. The obtained filters show a good adsorption performance for dimethyl methylphosphonate, thus demonstrating their potential for toxic gas capture applications. Such types of 3D printed filters with an active MOF layer could have a wide range of applications in environmental fields such as adsorption systems for removing toxic gases or water pollutants.
In the biomedical field, the combinatorial approach has been applied to prepare silver-coated titanium orthopedic implants. [76] Using the selective laser melting (SLM) 3D-printing technique, titanium orthopedic implants have been fabricated with intricate geometries. The surface chemistry of the prepared implants has then been modified by coating them with a silver nanolayer by ALD. The inhibition of bacterial colonization obtained thanks to the silver coating resulted in the drastic reduction of the pathogenic biofilm. This result, combined with the increase of the vascularization and the osseointegration observed, opens a new path to this combinatorial approach for clinical orthopedic applications [76]. The “pure marriage” between 3D printing and ALD has also been exploited by Xue et al., who tailored the surface of 3D printed plastic earplugs using plasma-assisted ALD [75]. By combining 3D printing, plasma-assisted ALD and hydrothermal process, they loaded a layer of ZnO nanoarrays on the surface of the earplugs and thus improved the antibacterial properties of the earplugs, which enhanced the safety of the ear devices. In addition, they have shown that the sound insulation performances were higher than those of traditional earplugs. Finally, the field of solid-state batteries benefited as well from the combination of 3D printing and ALD. For example, thanks to an innovative 3D-printing ink formulation, a cell-based on a 3D-printed stacked array of LLZ (Li7La3Zr2O12, a solid lithium conductor) and lithium electrodes was fabricated, and ALD of alumina has been performed at the surface of the LLZ to allow the wetting of lithium [77, 78]. The ability to 3D-print solid electrolytes enables the manufacturing of unique ordered structures, and ALD permits their efficient functionalization, improving the overall efficiency of the battery device.
These few selected studies demonstrate the great potential of combining additive manufacturing and ALD. The combinatorial approach allows the fast prototyping of functional products with the additional precise control over their surface chemistry. As depicted in the presented examples, the benefits of combining 3D printing and ALD nanocoatings can be applied to many complex surfaces, and the lack of materials that can be 3D printed is at least partially solved by the use of ALD coatings. Thus, this novel approach allows synthesizing precisely integrated and customized architectures with tailored surface performance, and/or eventually the bulk properties of the materials thanks to ALI, paving the way towards innovative and functional products, and opening prospects for many potential applications.
Although ALD was initially developed to exploit the possibility it offered to obtain continuous, pin-hole-free thin films even over large areas, in the last years there have been different approaches to perform ALD in a localized fashion, giving rise to the ASD field. As it has been discussed, these methods are based on different approaches allowing either a high spatial resolution in XY (at the nanometer) or simpler more direct approaches that provide direct patterning at the millimeter and micrometer level in XY. In any case, and given these approaches are based on the ALD method, the control in Z is nanometric. The possibility to have spatial control over the ALD process can be exploited as a new gas-based technique for the 3D printing of functional materials at different scales, providing a unique approach to the fabrication of functional materials with complex shapes. Beyond using ALD as a 3D printing technique in itself, the possibility it offers to coat (even infiltrate) complex shapes in a highly controlled way and with a large amount of different materials is ideal to nanoengineer the properties of pieces obtained by standard 3D printing approaches, thus expanding the range of applications that can be achieved. ALD should thus experience an important penetration in the 3D printing field in the coming years.
D.M.-R. acknowledges support from the European Union’s Horizon 2020 FETOPEN-1-2016-2017 research and innovation program under Grant Agreement 801464, and through the Marie Curie Actions (FP7/2007-2013, Grant Agreement No. 63111). The Agence Nationale de la Recherche (ANR, France) is also acknowledged for funding via the programs ANR-16-CE05-0021 (DESPATCH) and ANR-20-CE09-0008 (ALD4MEM). The French National Research Agency (in the framework of the “Investissements d’avenir” program (No. ANR-15-IDEX-02) through the project Eco-SESA) is acknowledged for a PhD Grant.
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I am also a member of the team in charge for the supervision of Ph.D. students in the fields of development of silicon based planar waveguide sensor devices, study of inelastic electron tunnelling in planar tunnelling nanostructures for sensing applications and development of organotellurium(IV) compounds for semiconductor applications. I am a specialist in data analysis techniques and nanosurface structure. 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Focus of his research activity is drug delivery, physico-chemical characterization and biological evaluation of biopolymers micro and nanoparticles as modified drug delivery system, and colloidal drug carriers (liposomes, nanoparticles etc.).",institutionString:null,institution:{name:"Marmara University",country:{name:"Turkey"}}},{id:"61051",title:"Prof.",name:"Andrea",middleName:null,surname:"Natale",slug:"andrea-natale",fullName:"Andrea Natale",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:null},{id:"100762",title:"Prof.",name:"Andrea",middleName:null,surname:"Natale",slug:"andrea-natale",fullName:"Andrea Natale",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"St David's Medical Center",country:{name:"United States of America"}}},{id:"107416",title:"Dr.",name:"Andrea",middleName:null,surname:"Natale",slug:"andrea-natale",fullName:"Andrea Natale",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Texas Cardiac Arrhythmia",country:{name:"United States of America"}}},{id:"64434",title:"Dr.",name:"Angkoon",middleName:null,surname:"Phinyomark",slug:"angkoon-phinyomark",fullName:"Angkoon Phinyomark",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/64434/images/2619_n.jpg",biography:"My name is Angkoon Phinyomark. I received a B.Eng. degree in Computer Engineering with First Class Honors in 2008 from Prince of Songkla University, Songkhla, Thailand, where I received a Ph.D. degree in Electrical Engineering. My research interests are primarily in the area of biomedical signal processing and classification notably EMG (electromyography signal), EOG (electrooculography signal), and EEG (electroencephalography signal), image analysis notably breast cancer analysis and optical coherence tomography, and rehabilitation engineering. I became a student member of IEEE in 2008. During October 2011-March 2012, I had worked at School of Computer Science and Electronic Engineering, University of Essex, Colchester, Essex, United Kingdom. In addition, during a B.Eng. I had been a visiting research student at Faculty of Computer Science, University of Murcia, Murcia, Spain for three months.\n\nI have published over 40 papers during 5 years in refereed journals, books, and conference proceedings in the areas of electro-physiological signals processing and classification, notably EMG and EOG signals, fractal analysis, wavelet analysis, texture analysis, feature extraction and machine learning algorithms, and assistive and rehabilitative devices. I have several computer programming language certificates, i.e. Sun Certified Programmer for the Java 2 Platform 1.4 (SCJP), Microsoft Certified Professional Developer, Web Developer (MCPD), Microsoft Certified Technology Specialist, .NET Framework 2.0 Web (MCTS). 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The chronological overview of the continuous virtual communication in the last 15 years gives also fair suggestions about future evolution for the next decade.",book:{id:"8850",slug:"harnessing-knowledge-innovation-and-competence-in-engineering-of-mission-critical-systems",title:"Harnessing Knowledge, Innovation and Competence in Engineering of Mission Critical Systems",fullTitle:"Harnessing Knowledge, Innovation and Competence in Engineering of Mission Critical Systems"},signatures:"Nikola Vukašinović, Janez Benedičič and Roman Žavbi",authors:[{id:"294317",title:"Dr.",name:"Nikola",middleName:null,surname:"Vukašinović",slug:"nikola-vukasinovic",fullName:"Nikola Vukašinović"},{id:"294322",title:"Prof.",name:"Roman",middleName:null,surname:"Žavbi",slug:"roman-zavbi",fullName:"Roman Žavbi"},{id:"308791",title:"Dr.",name:"Janez",middleName:null,surname:"Benedičič",slug:"janez-benedicic",fullName:"Janez Benedičič"}]},{id:"70099",title:"Knowledge Redundancy Cycles in Complex Mission-Critical Systems",slug:"knowledge-redundancy-cycles-in-complex-mission-critical-systems",totalDownloads:698,totalCrossrefCites:0,totalDimensionsCites:0,abstract:"Based on a 20-year, 10-million case study programme of research, 98% of all innovation attempts end in failure. The main aim of the research has been to decode the underpinning, first-principle-driven ‘DNA’ of the 2% of successful attempts. Sitting right at the centre of this DNA is a triad of fundamentals: the need to embrace the dynamics of complex adaptive systems, the need to actively seek out and eliminate compromises and contradictions, and the need for industry domains to periodically unlearn knowledge that has become redundant. The chapter discusses all three of these pillars. Particular attention is paid to the knowledge redundancy topic, where the fact that the life-cycle of knowledge follows distinct, repeating patterns of evolution at meta, macro and micro- hierarchical levels is demonstrated. The research further demonstrates how organizations can use these patterns to objectively identify redundancy ‘pulse-rates’ and thus objectively manage both the acquisition of required new knowledge and the disposal of knowledge that is no longer fit for purpose. The research shows too that a key aspect of this ‘unlearning’ activity demands that organizational leaders acknowledge and accommodate the very human emotions that accompany change initiatives where the things that define a person’s competence become a hazard to the future success of the enterprise.",book:{id:"8850",slug:"harnessing-knowledge-innovation-and-competence-in-engineering-of-mission-critical-systems",title:"Harnessing Knowledge, Innovation and Competence in Engineering of Mission Critical Systems",fullTitle:"Harnessing Knowledge, Innovation and Competence in Engineering of Mission Critical Systems"},signatures:"Darrell Mann",authors:[{id:"297423",title:"Prof.",name:"Darrell",middleName:null,surname:"Mann",slug:"darrell-mann",fullName:"Darrell Mann"}]},{id:"69932",title:"Simplexity: A Hybrid Framework for Managing System Complexity",slug:"simplexity-a-hybrid-framework-for-managing-system-complexity",totalDownloads:717,totalCrossrefCites:0,totalDimensionsCites:0,abstract:"Knowledge management, management of mission critical systems, and complexity management rely on a triangular support connection. Knowledge management provides ways of creating, corroborating, collecting, combining, storing, transferring, and sharing the know-why and know-how for reactively and proactively handling the challenges of mission critical systems. Complexity management, operating on “complexity” as an umbrella term for size, mass, diversity, ambiguity, fuzziness, randomness, risk, change, chaos, instability, and disruption, delivers support to both knowledge and systems management: on the one hand, support for dealing with the complexity of managing knowledge, i.e., furnishing criteria for a common and operationalized terminology, for dealing with mediating and moderating concepts, paradoxes, and controversial validity, and, on the other hand, support for systems managers coping with risks, lack of transparence, ambiguity, fuzziness, pooled and reciprocal interdependencies (e.g., for attaining interoperability), instability (e.g., downtime, oscillations, disruption), and even disasters and catastrophes. This support results from the evident intersection of complexity management and systems management, e.g., in the shape of complex adaptive systems, deploying slack, establishing security standards, and utilizing hybrid concepts (e.g., hybrid clouds, hybrid procedures for project management). The complexity-focused manager of mission critical systems should deploy an ambidextrous strategy of both reducing complexity, e.g., in terms of avoiding risks, and of establishing a potential to handle complexity, i.e., investing in high availability, business continuity, slack, optimal coupling, characteristics of high reliability organizations, and agile systems. This complexity-focused hybrid approach is labeled “simplexity.” It constitutes a blend of complexity reduction and complexity augmentation, relying on the generic logic of hybrids: the strengths of complexity reduction are capable of compensating the weaknesses of complexity augmentation and vice versa. The deficiencies of prevalent simplexity models signal that this blended approach requires a sophisticated architecture. In order to provide a sound base for coping with the meta-complexity of both complexity and its management, this architecture comprises interconnected components, domains, and dimensions as building blocks of simplexity as well as paradigms, patterns, and parameters for managing simplexity. The need for a balanced paradigm for complexity management, capable of overcoming not only the prevalent bias of complexity reduction but also weaknesses of prevalent concepts of simplexity, serves as the starting point of the argumentation in this chapter. To provide a practical guideline to meet this demand, an innovative model of simplexity is conceived. This model creates awareness for differentiating components, dimensions, and domains of complexity management as well as for various species of interconnectedness, such as the aligned upsizing and downsizing of capacities, the relevance of diversity management (e.g., in terms of deviations and errors), and the scope of risk management instruments. Strategies (e.g., heuristics, step-by-step procedures) and tools for managing simplexity-guided projects are outlined.",book:{id:"8850",slug:"harnessing-knowledge-innovation-and-competence-in-engineering-of-mission-critical-systems",title:"Harnessing Knowledge, Innovation and Competence in Engineering of Mission Critical Systems",fullTitle:"Harnessing Knowledge, Innovation and Competence in Engineering of Mission Critical Systems"},signatures:"Michael Reiss",authors:[{id:"297287",title:"Emeritus Prof.",name:"Michael",middleName:null,surname:"Reiss",slug:"michael-reiss",fullName:"Michael Reiss"}]},{id:"12340",title:"Wear Simulation",slug:"wear-simulation",totalDownloads:8268,totalCrossrefCites:8,totalDimensionsCites:9,abstract:null,book:{id:"5331",slug:"advanced-knowledge-application-in-practice",title:"Advanced Knowledge Application in Practice",fullTitle:"Advanced Knowledge Application in Practice"},signatures:"Sören Andersson",authors:null}],onlineFirstChaptersFilter:{topicId:"581",limit:6,offset:0},onlineFirstChaptersCollection:[],onlineFirstChaptersTotal:0},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:87,numberOfOpenTopics:6,numberOfUpcomingTopics:0,issn:"2633-1403",doi:"10.5772/intechopen.79920",isOpenForSubmission:!0},{id:"7",title:"Biomedical Engineering",numberOfPublishedBooks:12,numberOfPublishedChapters:99,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2631-5343",doi:"10.5772/intechopen.71985",isOpenForSubmission:!0}],lsSeriesList:[{id:"11",title:"Biochemistry",numberOfPublishedBooks:27,numberOfPublishedChapters:288,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2632-0983",doi:"10.5772/intechopen.72877",isOpenForSubmission:!0},{id:"25",title:"Environmental Sciences",numberOfPublishedBooks:1,numberOfPublishedChapters:9,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2754-6713",doi:"10.5772/intechopen.100362",isOpenForSubmission:!0},{id:"10",title:"Physiology",numberOfPublishedBooks:11,numberOfPublishedChapters:139,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2631-8261",doi:"10.5772/intechopen.72796",isOpenForSubmission:!0}],hsSeriesList:[{id:"3",title:"Dentistry",numberOfPublishedBooks:8,numberOfPublishedChapters:129,numberOfOpenTopics:0,numberOfUpcomingTopics:2,issn:"2631-6218",doi:"10.5772/intechopen.71199",isOpenForSubmission:!1},{id:"6",title:"Infectious Diseases",numberOfPublishedBooks:13,numberOfPublishedChapters:107,numberOfOpenTopics:3,numberOfUpcomingTopics:1,issn:"2631-6188",doi:"10.5772/intechopen.71852",isOpenForSubmission:!0},{id:"13",title:"Veterinary Medicine and Science",numberOfPublishedBooks:11,numberOfPublishedChapters:104,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:12,numberOfOpenTopics:2,numberOfUpcomingTopics:1,issn:"2753-894X",doi:"10.5772/intechopen.100359",isOpenForSubmission:!0},{id:"23",title:"Education and Human Development",numberOfPublishedBooks:0,numberOfPublishedChapters:0,numberOfOpenTopics:2,numberOfUpcomingTopics:0,issn:null,doi:"10.5772/intechopen.100360",isOpenForSubmission:!1},{id:"24",title:"Sustainable Development",numberOfPublishedBooks:0,numberOfPublishedChapters:11,numberOfOpenTopics:4,numberOfUpcomingTopics:1,issn:null,doi:"10.5772/intechopen.100361",isOpenForSubmission:!0}],testimonialsList:[{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"}}}},{id:"13",text:"The collaboration with and support of the technical staff of IntechOpen is fantastic. 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His research interests involve understanding the molecular mechanisms of host defense during human viral infections and developing new predictive, preventive, and therapeutic strategies for them using Japanese encephalitis virus (JEV), HIV, and emerging viruses as a model via stem cell and cell culture technologies. His research work has been published in various high-impact factor journals (Science, PNAS, Nature Medicine) with a high number of citations. He has received many awards and honors in India and abroad including various Young Scientist Awards, BBSRC India Partnering Award, and Dr. JC Bose National Award of Department of Biotechnology, Min. of Science and Technology, Govt. of India. 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Saxena is a vice dean and professor at King George's Medical University, Lucknow, India. His research interests involve understanding the molecular mechanisms of host defense during human viral infections and developing new predictive, preventive, and therapeutic strategies for them using Japanese encephalitis virus (JEV), HIV, and emerging viruses as a model via stem cell and cell culture technologies. His research work has been published in various high-impact factor journals (Science, PNAS, Nature Medicine) with a high number of citations. He has received many awards and honors in India and abroad including various Young Scientist Awards, BBSRC India Partnering Award, and Dr. JC Bose National Award of Department of Biotechnology, Min. of Science and Technology, Govt. of India. 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He is a vice-president of the Latin American Society for Travel Medicine (SLAMVI) and a Member of the Council of the International Society for Infectious Diseases (ISID). Since 2014, he has been recognized as a Senior Researcher, at the Ministry of Science of Colombia. He is a professor at the Faculty of Medicine of the Fundacion Universitaria Autonoma de las Americas, in Pereira, Risaralda, Colombia. He is an External Professor, Master in Research on Tropical Medicine and International Health, Universitat de Barcelona, Spain. He is also a professor at the Master in Clinical Epidemiology and Biostatistics, Universidad Científica del Sur, Lima, Peru. In 2021 he has been awarded the “Raul Isturiz Award” Medal of the API. Also, in 2021, he was awarded with the “Jose Felix Patiño” Asclepius Staff Medal of the Colombian Medical College, due to his scientific contributions to COVID-19 during the pandemic. He is currently the Editor in Chief of the journal Travel Medicine and Infectious Diseases. His Scopus H index is 47 (Google Scholar H index, 68).",institutionString:"Institución Universitaria Visión de las Américas, Colombia",institution:null}]},{type:"book",id:"7839",title:"Malaria",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/7839.jpg",slug:"malaria",publishedDate:"December 11th 2019",editedByType:"Edited by",bookSignature:"Fyson H. Kasenga",hash:"91cde4582ead884cb0f355a19b67cd56",volumeInSeries:4,fullTitle:"Malaria",editors:[{id:"86725",title:"Dr.",name:"Fyson",middleName:"Hanania",surname:"Kasenga",slug:"fyson-kasenga",fullName:"Fyson Kasenga",profilePictureURL:"https://mts.intechopen.com/storage/users/86725/images/system/86725.jpg",biography:"Dr. Kasenga is a graduate of Tumaini University, Kilimanjaro Christian Medical College, Moshi, Tanzania and Umeå University, Sweden. He obtained a Master’s degree in Public Health and PhD in Public Health and Epidemiology. He has a background in Clinical Medicine and has taken courses at higher diploma levels in public health from University of Transkei, Republic of South Africa, and African Medical and Research Foundation (AMREF) in Nairobi, Kenya. Dr. Kasenga worked in different places in and outside Malawi, and has held various positions, such as Licensed Medical Officer, HIV/AIDS Programme Officer, HIV/AIDS resource person in the International Department of Diakonhjemet College, Oslo, Norway. He also managed an Integrated HIV/AIDS Prevention programme for over 5 years. He is currently working as a Director for the Health Ministries Department of Malawi Union of the Seventh Day Adventist Church. Dr. Kasenga has published over 5 articles on HIV/AIDS issues focusing on Prevention of Mother to Child Transmission of HIV (PMTCT), including a book chapter on HIV testing counseling (currently in press). Dr. Kasenga is married to Grace and blessed with three children, a son and two daughters: Happy, Lettice and Sungani.",institutionString:"Malawi Adventist University",institution:{name:"Malawi Adventist University",institutionURL:null,country:{name:"Malawi"}}}]}]},openForSubmissionBooks:{},onlineFirstChapters:{paginationCount:18,paginationItems:[{id:"81778",title:"Influence of Mechanical Properties of Biomaterials on the Reconstruction of Biomedical Parts via Additive Manufacturing Techniques: An Overview",doi:"10.5772/intechopen.104465",signatures:"Babatunde Olamide Omiyale, Akeem Abiodun Rasheed, Robinson Omoboyode Akinnusi and Temitope Olumide Olugbade",slug:"influence-of-mechanical-properties-of-biomaterials-on-the-reconstruction-of-biomedical-parts-via-add",totalDownloads:0,totalCrossrefCites:null,totalDimensionsCites:null,authors:null,book:{title:"Biotechnology - Biosensors, Biomaterials and Tissue Engineering - Annual Volume 2022",coverURL:"https://cdn.intechopen.com/books/images_new/11405.jpg",subseries:{id:"9",title:"Biotechnology - Biosensors, Biomaterials and Tissue Engineering"}}},{id:"81751",title:"NanoBioSensors: From Electrochemical Sensors Improvement to Theranostic Applications",doi:"10.5772/intechopen.102552",signatures:"Anielle C.A. 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His research interest focuses on computational chemistry and molecular modeling of diverse systems of pharmacological, food, and alternative energy interests by resorting to DFT and Conceptual DFT. He has authored a coauthored more than 255 peer-reviewed papers, 32 book chapters, and 2 edited books. He has delivered speeches at many international and domestic conferences. He serves as a reviewer for more than eighty international journals, books, and research proposals as well as an editor for special issues of renowned scientific journals.",institutionString:"Centro de Investigación en Materiales Avanzados",institution:{name:"Centro de Investigación en Materiales Avanzados",country:{name:"Mexico"}}},{id:"76477",title:"Prof.",name:"Mirza",middleName:null,surname:"Hasanuzzaman",slug:"mirza-hasanuzzaman",fullName:"Mirza Hasanuzzaman",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/76477/images/system/76477.png",biography:"Dr. Mirza Hasanuzzaman is a Professor of Agronomy at Sher-e-Bangla Agricultural University, Bangladesh. He received his Ph.D. in Plant Stress Physiology and Antioxidant Metabolism from Ehime University, Japan, with a scholarship from the Japanese Government (MEXT). Later, he completed his postdoctoral research at the Center of Molecular Biosciences, University of the Ryukyus, Japan, as a recipient of the Japan Society for the Promotion of Science (JSPS) postdoctoral fellowship. He was also the recipient of the Australian Government Endeavour Research Fellowship for postdoctoral research as an adjunct senior researcher at the University of Tasmania, Australia. Dr. Hasanuzzaman’s current work is focused on the physiological and molecular mechanisms of environmental stress tolerance. Dr. Hasanuzzaman has published more than 150 articles in peer-reviewed journals. He has edited ten books and written more than forty book chapters on important aspects of plant physiology, plant stress tolerance, and crop production. According to Scopus, Dr. Hasanuzzaman’s publications have received more than 10,500 citations with an h-index of 53. He has been named a Highly Cited Researcher by Clarivate. He is an editor and reviewer for more than fifty peer-reviewed international journals and was a recipient of the “Publons Peer Review Award” in 2017, 2018, and 2019. He has been honored by different authorities for his outstanding performance in various fields like research and education, and he has received the World Academy of Science Young Scientist Award (2014) and the University Grants Commission (UGC) Award 2018. He is a fellow of the Bangladesh Academy of Sciences (BAS) and the Royal Society of Biology.",institutionString:"Sher-e-Bangla Agricultural University",institution:{name:"Sher-e-Bangla Agricultural University",country:{name:"Bangladesh"}}},{id:"187859",title:"Prof.",name:"Kusal",middleName:"K.",surname:"Das",slug:"kusal-das",fullName:"Kusal Das",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bSBDeQAO/Profile_Picture_1623411145568",biography:"Kusal K. Das is a Distinguished Chair Professor of Physiology, Shri B. M. Patil Medical College and Director, Centre for Advanced Medical Research (CAMR), BLDE (Deemed to be University), Vijayapur, Karnataka, India. Dr. Das did his M.S. and Ph.D. in Human Physiology from the University of Calcutta, Kolkata. His area of research is focused on understanding of molecular mechanisms of heavy metal activated low oxygen sensing pathways in vascular pathophysiology. He has invented a new method of estimation of serum vitamin E. His expertise in critical experimental protocols on vascular functions in experimental animals was well documented by his quality of publications. He was a Visiting Professor of Medicine at University of Leeds, United Kingdom (2014-2016) and Tulane University, New Orleans, USA (2017). For his immense contribution in medical research Ministry of Science and Technology, Government of India conferred him 'G.P. Chatterjee Memorial Research Prize-2019” and he is also the recipient of 'Dr.Raja Ramanna State Scientist Award 2015” by Government of Karnataka. He is a Fellow of the Royal Society of Biology (FRSB), London and Honorary Fellow of Karnataka Science and Technology Academy, Department of Science and Technology, Government of Karnataka.",institutionString:"BLDE (Deemed to be University), India",institution:null},{id:"243660",title:"Dr.",name:"Mallanagouda Shivanagouda",middleName:null,surname:"Biradar",slug:"mallanagouda-shivanagouda-biradar",fullName:"Mallanagouda Shivanagouda Biradar",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/243660/images/system/243660.jpeg",biography:"M. S. Biradar is Vice Chancellor and Professor of Medicine of\nBLDE (Deemed to be University), Vijayapura, Karnataka, India.\nHe obtained his MD with a gold medal in General Medicine and\nhas devoted himself to medical teaching, research, and administrations. He has also immensely contributed to medical research\non vascular medicine, which is reflected by his numerous publications including books and book chapters. Professor Biradar was\nalso Visiting Professor at Tulane University School of Medicine, New Orleans, USA.",institutionString:"BLDE (Deemed to be University)",institution:{name:"BLDE University",country:{name:"India"}}},{id:"289796",title:"Dr.",name:"Swastika",middleName:null,surname:"Das",slug:"swastika-das",fullName:"Swastika Das",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/289796/images/system/289796.jpeg",biography:"Swastika N. Das is Professor of Chemistry at the V. P. Dr. P. G.\nHalakatti College of Engineering and Technology, BLDE (Deemed\nto be University), Vijayapura, Karnataka, India. She obtained an\nMSc, MPhil, and PhD in Chemistry from Sambalpur University,\nOdisha, India. Her areas of research interest are medicinal chemistry, chemical kinetics, and free radical chemistry. She is a member\nof the investigators who invented a new modified method of estimation of serum vitamin E. She has authored numerous publications including book\nchapters and is a mentor of doctoral curriculum at her university.",institutionString:"BLDEA’s V.P.Dr.P.G.Halakatti College of Engineering & Technology",institution:{name:"BLDE University",country:{name:"India"}}},{id:"248459",title:"Dr.",name:"Akikazu",middleName:null,surname:"Takada",slug:"akikazu-takada",fullName:"Akikazu Takada",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/248459/images/system/248459.png",biography:"Akikazu Takada was born in Japan, 1935. After graduation from\nKeio University School of Medicine and finishing his post-graduate studies, he worked at Roswell Park Memorial Institute NY,\nUSA. He then took a professorship at Hamamatsu University\nSchool of Medicine. In thrombosis studies, he found the SK\npotentiator that enhances plasminogen activation by streptokinase. He is very much interested in simultaneous measurements\nof fatty acids, amino acids, and tryptophan degradation products. By using fatty\nacid analyses, he indicated that plasma levels of trans-fatty acids of old men were\nfar higher in the US than Japanese men. . He also showed that eicosapentaenoic acid\n(EPA) and docosahexaenoic acid (DHA) levels are higher, and arachidonic acid\nlevels are lower in Japanese than US people. By using simultaneous LC/MS analyses\nof plasma levels of tryptophan metabolites, he recently found that plasma levels of\nserotonin, kynurenine, or 5-HIAA were higher in patients of mono- and bipolar\ndepression, which are significantly different from observations reported before. In\nview of recent reports that plasma tryptophan metabolites are mainly produced by\nmicrobiota. He is now working on the relationships between microbiota and depression or autism.",institutionString:"Hamamatsu University School of Medicine",institution:{name:"Hamamatsu University School of Medicine",country:{name:"Japan"}}},{id:"137240",title:"Prof.",name:"Mohammed",middleName:null,surname:"Khalid",slug:"mohammed-khalid",fullName:"Mohammed Khalid",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/137240/images/system/137240.png",biography:"Mohammed Khalid received his B.S. degree in chemistry in 2000 and Ph.D. degree in physical chemistry in 2007 from the University of Khartoum, Sudan. He moved to School of Chemistry, Faculty of Science, University of Sydney, Australia in 2009 and joined Dr. Ron Clarke as a postdoctoral fellow where he worked on the interaction of ATP with the phosphoenzyme of the Na+/K+-ATPase and dual mechanisms of allosteric acceleration of the Na+/K+-ATPase by ATP; then he went back to Department of Chemistry, University of Khartoum as an assistant professor, and in 2014 he was promoted as an associate professor. In 2011, he joined the staff of Department of Chemistry at Taif University, Saudi Arabia, where he is currently an assistant professor. His research interests include the following: P-Type ATPase enzyme kinetics and mechanisms, kinetics and mechanisms of redox reactions, autocatalytic reactions, computational enzyme kinetics, allosteric acceleration of P-type ATPases by ATP, exploring of allosteric sites of ATPases, and interaction of ATP with ATPases located in cell membranes.",institutionString:"Taif University",institution:{name:"Taif University",country:{name:"Saudi Arabia"}}},{id:"63810",title:"Prof.",name:"Jorge",middleName:null,surname:"Morales-Montor",slug:"jorge-morales-montor",fullName:"Jorge Morales-Montor",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/63810/images/system/63810.png",biography:"Dr. Jorge Morales-Montor was recognized with the Lola and Igo Flisser PUIS Award for best graduate thesis at the national level in the field of parasitology. He received a fellowship from the Fogarty Foundation to perform postdoctoral research stay at the University of Georgia. He has 153 journal articles to his credit. He has also edited several books and published more than fifty-five book chapters. He is a member of the Mexican Academy of Sciences, Latin American Academy of Sciences, and the National Academy of Medicine. He has received more than thirty-five awards and has supervised numerous bachelor’s, master’s, and Ph.D. students. Dr. Morales-Montor is the past president of the Mexican Society of Parasitology.",institutionString:"National Autonomous University of Mexico",institution:{name:"National Autonomous University of Mexico",country:{name:"Mexico"}}},{id:"217215",title:"Dr.",name:"Palash",middleName:null,surname:"Mandal",slug:"palash-mandal",fullName:"Palash Mandal",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/217215/images/system/217215.jpeg",biography:null,institutionString:"Charusat University",institution:null},{id:"49739",title:"Dr.",name:"Leszek",middleName:null,surname:"Szablewski",slug:"leszek-szablewski",fullName:"Leszek Szablewski",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/49739/images/system/49739.jpg",biography:"Leszek Szablewski is a professor of medical sciences. He received his M.S. in the Faculty of Biology from the University of Warsaw and his PhD degree from the Institute of Experimental Biology Polish Academy of Sciences. He habilitated in the Medical University of Warsaw, and he obtained his degree of Professor from the President of Poland. Professor Szablewski is the Head of Chair and Department of General Biology and Parasitology, Medical University of Warsaw. Professor Szablewski has published over 80 peer-reviewed papers in journals such as Journal of Alzheimer’s Disease, Biochim. Biophys. Acta Reviews of Cancer, Biol. Chem., J. Biomed. Sci., and Diabetes/Metabol. Res. Rev, Endocrine. He is the author of two books and four book chapters. He has edited four books, written 15 scripts for students, is the ad hoc reviewer of over 30 peer-reviewed journals, and editorial member of peer-reviewed journals. Prof. Szablewski’s research focuses on cell physiology, genetics, and pathophysiology. He works on the damage caused by lack of glucose homeostasis and changes in the expression and/or function of glucose transporters due to various diseases. He has given lectures, seminars, and exercises for students at the Medical University.",institutionString:"Medical University of Warsaw",institution:{name:"Medical University of Warsaw",country:{name:"Poland"}}},{id:"173123",title:"Dr.",name:"Maitham",middleName:null,surname:"Khajah",slug:"maitham-khajah",fullName:"Maitham Khajah",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/173123/images/system/173123.jpeg",biography:"Dr. Maitham A. Khajah received his degree in Pharmacy from Faculty of Pharmacy, Kuwait University, in 2003 and obtained his PhD degree in December 2009 from the University of Calgary, Canada (Gastrointestinal Science and Immunology). Since January 2010 he has been assistant professor in Kuwait University, Faculty of Pharmacy, Department of Pharmacology and Therapeutics. His research interest are molecular targets for the treatment of inflammatory bowel disease (IBD) and the mechanisms responsible for immune cell chemotaxis. He cosupervised many students for the MSc Molecular Biology Program, College of Graduate Studies, Kuwait University. Ever since joining Kuwait University in 2010, he got various grants as PI and Co-I. He was awarded the Best Young Researcher Award by Kuwait University, Research Sector, for the Year 2013–2014. He was a member in the organizing committee for three conferences organized by Kuwait University, Faculty of Pharmacy, as cochair and a member in the scientific committee (the 3rd, 4th, and 5th Kuwait International Pharmacy Conference).",institutionString:"Kuwait University",institution:{name:"Kuwait University",country:{name:"Kuwait"}}},{id:"195136",title:"Dr.",name:"Aya",middleName:null,surname:"Adel",slug:"aya-adel",fullName:"Aya Adel",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/195136/images/system/195136.jpg",biography:"Dr. Adel works as an Assistant Lecturer in the unit of Phoniatrics, Department of Otolaryngology, Ain Shams University in Cairo, Egypt. Dr. Adel is especially interested in joint attention and its impairment in autism spectrum disorder",institutionString:"Ain Shams University",institution:{name:"Ain Shams University",country:{name:"Egypt"}}},{id:"94911",title:"Dr.",name:"Boulenouar",middleName:null,surname:"Mesraoua",slug:"boulenouar-mesraoua",fullName:"Boulenouar Mesraoua",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/94911/images/system/94911.png",biography:"Dr Boulenouar Mesraoua is the Associate Professor of Clinical Neurology at Weill Cornell Medical College-Qatar and a Consultant Neurologist at Hamad Medical Corporation at the Neuroscience Department; He graduated as a Medical Doctor from the University of Oran, Algeria; he then moved to Belgium, the City of Liege, for a Residency in Internal Medicine and Neurology at Liege University; after getting the Belgian Board of Neurology (with high marks), he went to the National Hospital for Nervous Diseases, Queen Square, London, United Kingdom for a fellowship in Clinical Neurophysiology, under Pr Willison ; Dr Mesraoua had also further training in Epilepsy and Continuous EEG Monitoring for two years (from 2001-2003) in the Neurophysiology department of Zurich University, Switzerland, under late Pr Hans Gregor Wieser ,an internationally known epileptologist expert. \n\nDr B. Mesraoua is the Director of the Neurology Fellowship Program at the Neurology Section and an active member of the newly created Comprehensive Epilepsy Program at Hamad General Hospital, Doha, Qatar; he is also Assistant Director of the Residency Program at the Qatar Medical School. \nDr B. Mesraoua's main interests are Epilepsy, Multiple Sclerosis, and Clinical Neurology; He is the Chairman and the Organizer of the well known Qatar Epilepsy Symposium, he is running yearly for the past 14 years and which is considered a landmark in the Gulf region; He has also started last year , together with other epileptologists from Qatar, the region and elsewhere, a yearly International Epilepsy School Course, which was attended by many neurologists from the Area.\n\nInternationally, Dr Mesraoua is an active and elected member of the Commission on Eastern Mediterranean Region (EMR ) , a regional branch of the International League Against Epilepsy (ILAE), where he represents the Middle East and North Africa(MENA ) and where he holds the position of chief of the Epilepsy Epidemiology Section; Dr Mesraoua is a member of the American Academy of Neurology, the Europeen Academy of Neurology and the American Epilepsy Society.\n\nDr Mesraoua's main objectives are to encourage frequent gathering of the epileptologists/neurologists from the MENA region and the rest of the world, promote Epilepsy Teaching in the MENA Region, and encourage multicenter studies involving neurologists and epileptologists in the MENA region, particularly epilepsy epidemiological studies. \n\nDr. Mesraoua is the recipient of two research Grants, as the Lead Principal Investigator (750.000 USD and 250.000 USD) from the Qatar National Research Fund (QNRF) and the Hamad Hospital Internal Research Grant (IRGC), on the following topics : “Continuous EEG Monitoring in the ICU “ and on “Alpha-lactoalbumin , proof of concept in the treatment of epilepsy” .Dr Mesraoua is a reviewer for the journal \"seizures\" (Europeen Epilepsy Journal ) as well as dove journals ; Dr Mesraoua is the author and co-author of many peer reviewed publications and four book chapters in the field of Epilepsy and Clinical Neurology",institutionString:"Weill Cornell Medical College in Qatar",institution:{name:"Weill Cornell Medical College in Qatar",country:{name:"Qatar"}}},{id:"282429",title:"Prof.",name:"Covanis",middleName:null,surname:"Athanasios",slug:"covanis-athanasios",fullName:"Covanis Athanasios",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/282429/images/system/282429.jpg",biography:null,institutionString:"Neurology-Neurophysiology Department of the Children Hospital Agia Sophia",institution:null},{id:"190980",title:"Prof.",name:"Marwa",middleName:null,surname:"Mahmoud Saleh",slug:"marwa-mahmoud-saleh",fullName:"Marwa Mahmoud Saleh",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/190980/images/system/190980.jpg",biography:"Professor Marwa Mahmoud Saleh is a doctor of medicine and currently works in the unit of Phoniatrics, Department of Otolaryngology, Ain Shams University in Cairo, Egypt. She got her doctoral degree in 1991 and her doctoral thesis was accomplished in the University of Iowa, United States. Her publications covered a multitude of topics as videokymography, cochlear implants, stuttering, and dysphagia. She has lectured Egyptian phonology for many years. Her recent research interest is joint attention in autism.",institutionString:"Ain Shams University",institution:{name:"Ain Shams University",country:{name:"Egypt"}}},{id:"259190",title:"Dr.",name:"Syed Ali Raza",middleName:null,surname:"Naqvi",slug:"syed-ali-raza-naqvi",fullName:"Syed Ali Raza Naqvi",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/259190/images/system/259190.png",biography:"Dr. Naqvi is a radioanalytical chemist and is working as an associate professor of analytical chemistry in the Department of Chemistry, Government College University, Faisalabad, Pakistan. Advance separation techniques, nuclear analytical techniques and radiopharmaceutical analysis are the main courses that he is teaching to graduate and post-graduate students. In the research area, he is focusing on the development of organic- and biomolecule-based radiopharmaceuticals for diagnosis and therapy of infectious and cancerous diseases. Under the supervision of Dr. Naqvi, three students have completed their Ph.D. degrees and 41 students have completed their MS degrees. He has completed three research projects and is currently working on 2 projects entitled “Radiolabeling of fluoroquinolone derivatives for the diagnosis of deep-seated bacterial infections” and “Radiolabeled minigastrin peptides for diagnosis and therapy of NETs”. He has published about 100 research articles in international reputed journals and 7 book chapters. Pakistan Institute of Nuclear Science & Technology (PINSTECH) Islamabad, Punjab Institute of Nuclear Medicine (PINM), Faisalabad and Institute of Nuclear Medicine and Radiology (INOR) Abbottabad are the main collaborating institutes.",institutionString:"Government College University",institution:{name:"Government College University, Faisalabad",country:{name:"Pakistan"}}},{id:"58390",title:"Dr.",name:"Gyula",middleName:null,surname:"Mozsik",slug:"gyula-mozsik",fullName:"Gyula Mozsik",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/58390/images/system/58390.png",biography:"Gyula Mózsik MD, Ph.D., ScD (med), is an emeritus professor of Medicine at the First Department of Medicine, Univesity of Pécs, Hungary. He was head of this department from 1993 to 2003. His specializations are medicine, gastroenterology, clinical pharmacology, clinical nutrition, and dietetics. His research fields are biochemical pharmacological examinations in the human gastrointestinal (GI) mucosa, mechanisms of retinoids, drugs, capsaicin-sensitive afferent nerves, and innovative pharmacological, pharmaceutical, and nutritional (dietary) research in humans. He has published about 360 peer-reviewed papers, 197 book chapters, 692 abstracts, 19 monographs, and has edited 37 books. He has given about 1120 regular and review lectures. He has organized thirty-eight national and international congresses and symposia. He is the founder of the International Conference on Ulcer Research (ICUR); International Union of Pharmacology, Gastrointestinal Section (IUPHAR-GI); Brain-Gut Society symposiums, and gastrointestinal cytoprotective symposiums. He received the Andre Robert Award from IUPHAR-GI in 2014. 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From 1985 to 2004, he served as a Full Professor of Biochemistry at the Universidad Nacional de La Plata. He is a member of the National Research Council (CONICET), Argentina, and the Argentine Society for Biochemistry and Molecular Biology (SAIB). His laboratory has been interested for many years in the lipid peroxidation of biological membranes from various tissues and different species. Dr. Catalá has directed twelve doctoral theses, published more than 100 papers in peer-reviewed journals, several chapters in books, and edited twelve books. He received awards at the 40th International Conference Biochemistry of Lipids 1999 in Dijon, France. He is the winner of the Bimbo Pan-American Nutrition, Food Science and Technology Award 2006 and 2012, South America, Human Nutrition, Professional Category. In 2006, he won the Bernardo Houssay award in pharmacology, in recognition of his meritorious works of research. 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At the National Cancer Institute (National Institute of Health, Bethesda, MD) he worked as a research associate on the molecular biology of selenium and its role in health and disease. After postdoctoral collaborations with Carlos Gutierrez-Merino (University of Extremadura, Spain) and Dario Alessi (University of Dundee, UK), he established his own laboratory in 2008. 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This group of bio-inspired metaheuristics solves multiple optimization problems by applying the metaphor of natural selection. It so far has solved problems such as resource allocation, routing, schedule planning, and engineering design. Moreover, in the field of machine learning, evolutionary computation has carved out a significant niche both in the generation of learning models and in the automatic design and optimization of hyperparameters in deep learning models. This collection aims to include quality volumes on various topics related to evolutionary algorithms and, alternatively, other metaheuristics of interest inspired by nature. For example, some of the issues of interest could be the following: Advances in evolutionary computation (Genetic algorithms, Genetic programming, Bio-inspired metaheuristics, Hybrid metaheuristics, Parallel ECs); Applications of evolutionary algorithms (Machine learning and Data Mining with EAs, Search-Based Software Engineering, Scheduling, and Planning Applications, Smart Transport Applications, Applications to Games, Image Analysis, Signal Processing and Pattern Recognition, Applications to Sustainability).",coverUrl:"https://cdn.intechopen.com/series_topics/covers/25.jpg",hasOnlineFirst:!1,hasPublishedBooks:!0,annualVolume:11421,editor:{id:"136112",title:"Dr.",name:"Sebastian",middleName:null,surname:"Ventura Soto",slug:"sebastian-ventura-soto",fullName:"Sebastian Ventura Soto",profilePictureURL:"https://mts.intechopen.com/storage/users/136112/images/system/136112.png",biography:"Sebastian Ventura is a Spanish researcher, a full professor with the Department of Computer Science and Numerical Analysis, University of Córdoba. Dr Ventura also holds the positions of Affiliated Professor at Virginia Commonwealth University (Richmond, USA) and Distinguished Adjunct Professor at King Abdulaziz University (Jeddah, Saudi Arabia). Additionally, he is deputy director of the Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI) and heads the Knowledge Discovery and Intelligent Systems Research Laboratory. He has published more than ten books and over 300 articles in journals and scientific conferences. Currently, his work has received over 18,000 citations according to Google Scholar, including more than 2200 citations in 2020. In the last five years, he has published more than 60 papers in international journals indexed in the JCR (around 70% of them belonging to first quartile journals) and he has edited some Springer books “Supervised Descriptive Pattern Mining” (2018), “Multiple Instance Learning - Foundations and Algorithms” (2016), and “Pattern Mining with Evolutionary Algorithms” (2016). He has also been involved in more than 20 research projects supported by the Spanish and Andalusian governments and the European Union. He currently belongs to the editorial board of PeerJ Computer Science, Information Fusion and Engineering Applications of Artificial Intelligence journals, being also associate editor of Applied Computational Intelligence and Soft Computing and IEEE Transactions on Cybernetics. Finally, he is editor-in-chief of Progress in Artificial Intelligence. He is a Senior Member of the IEEE Computer, the IEEE Computational Intelligence, and the IEEE Systems, Man, and Cybernetics Societies, and the Association of Computing Machinery (ACM). Finally, his main research interests include data science, computational intelligence, and their applications.",institutionString:null,institution:{name:"University of Córdoba",institutionURL:null,country:{name:"Spain"}}},editorTwo:null,editorThree:null,series:{id:"14",title:"Artificial Intelligence",doi:"10.5772/intechopen.79920",issn:"2633-1403"},editorialBoard:[{id:"111683",title:"Prof.",name:"Elmer P.",middleName:"P.",surname:"Dadios",slug:"elmer-p.-dadios",fullName:"Elmer P. 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