Comprehensive performance evaluation method of working fluids for high temperature heat pump based on multi-objective optimization
•An efficient evaluation method for mixed refrigerants in HTHP is proposed.•Multi-objective optimization is used to evaluate the performance of refrigerants.•Various heat pump configurations are taken into account during evaluation process.•A distinction is made between dry and wet refrigerants in c...
Saved in:
Published in | Applied thermal engineering Vol. 247; p. 123102 |
---|---|
Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
Elsevier Ltd
15.06.2024
|
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | •An efficient evaluation method for mixed refrigerants in HTHP is proposed.•Multi-objective optimization is used to evaluate the performance of refrigerants.•Various heat pump configurations are taken into account during evaluation process.•A distinction is made between dry and wet refrigerants in calculations.
The working fluid has garnered significant attention as a critical factor influencing the efficiency of high-temperature heat pumps. A novel method based on multi-objective optimization has been introduced for assessing the performance of heat pump working fluids. The method enhances the clarity of the objective and flexibility in addressing various operating conditions, which helps to improve the efficiency of working fluid screening, especially for the complex mixture system. This study utilizes eight pure refrigerants as the initial fluid set and evaluates 560 binary mixtures with a 5% composition variation. The NSGA-II algorithm is combined with the theoretical heat pump cycle model to obtain Pareto optimal solutions regarding the mixtures, with the coefficient of performance and volumetric heating capacity as the objective functions. Then the evaluation of the optimal solutions is conducted by considering their flammability, toxicity, environmental performance, and temperature glide properties. Subsequently, a comprehensive performance index is derived. The evaluation reveals the dominant solution set for each pure refrigerant. The findings suggest that the blend R142b/R1233zd(E) with a mass fraction of R142b between 0.15 and 0.25 demonstrates a comprehensive performance index of 0.322–0.350, indicating superior performance during the basic cycle. Furthermore, various cycle configurations have been investigated. In the vapor injection configuration, R600a/R601(0.6/0.4) shows good performance in all aspects except flammability. The mixture R245fa/R601(0.2/0.8) exhibits superior overall performance in the internal heat exchanger configuration. It displays excellent temperature glide matching characteristics and good environmental performance. Nevertheless, it shows suboptimal performance in terms of toxicity and flammability. This approach replaces the previous qualitative comparison-based decision making methods, offering high efficiency and practicality. |
---|---|
AbstractList | •An efficient evaluation method for mixed refrigerants in HTHP is proposed.•Multi-objective optimization is used to evaluate the performance of refrigerants.•Various heat pump configurations are taken into account during evaluation process.•A distinction is made between dry and wet refrigerants in calculations.
The working fluid has garnered significant attention as a critical factor influencing the efficiency of high-temperature heat pumps. A novel method based on multi-objective optimization has been introduced for assessing the performance of heat pump working fluids. The method enhances the clarity of the objective and flexibility in addressing various operating conditions, which helps to improve the efficiency of working fluid screening, especially for the complex mixture system. This study utilizes eight pure refrigerants as the initial fluid set and evaluates 560 binary mixtures with a 5% composition variation. The NSGA-II algorithm is combined with the theoretical heat pump cycle model to obtain Pareto optimal solutions regarding the mixtures, with the coefficient of performance and volumetric heating capacity as the objective functions. Then the evaluation of the optimal solutions is conducted by considering their flammability, toxicity, environmental performance, and temperature glide properties. Subsequently, a comprehensive performance index is derived. The evaluation reveals the dominant solution set for each pure refrigerant. The findings suggest that the blend R142b/R1233zd(E) with a mass fraction of R142b between 0.15 and 0.25 demonstrates a comprehensive performance index of 0.322–0.350, indicating superior performance during the basic cycle. Furthermore, various cycle configurations have been investigated. In the vapor injection configuration, R600a/R601(0.6/0.4) shows good performance in all aspects except flammability. The mixture R245fa/R601(0.2/0.8) exhibits superior overall performance in the internal heat exchanger configuration. It displays excellent temperature glide matching characteristics and good environmental performance. Nevertheless, it shows suboptimal performance in terms of toxicity and flammability. This approach replaces the previous qualitative comparison-based decision making methods, offering high efficiency and practicality. |
ArticleNumber | 123102 |
Author | Ma, Hongting Xu, Chang Yu, Xiaohui |
Author_xml | – sequence: 1 givenname: Chang surname: Xu fullname: Xu, Chang organization: School of Environmental Science and Engineering, Tianjin University, Tianjin 300354, China – sequence: 2 givenname: Hongting surname: Ma fullname: Ma, Hongting organization: School of Environmental Science and Engineering, Tianjin University, Tianjin 300354, China – sequence: 3 givenname: Xiaohui surname: Yu fullname: Yu, Xiaohui organization: School of Energy and Environmental Engineering, Hebei University of Technology, Tianjin 300401, China |
BookMark | eNqNkD1PwzAQhj0UiRb4Dx5YU2zno43EgioKSJVYYLbs-Nw4JLFlO0Uw8stxKQsb0y33Pnfvs0Cz0Y6A0DUlS0poddMthXN9bMEPoodxv2SEFUvKckrYDM1pXtZZkVN6jhYhdIRQtl4Vc_S1sYPz0MIYzAGwA69tIowNYDiIfhLR2BEPEFursNX43fo3M-6x7iejAk7LuDX7FkcYUlbEyQNuQUTspsFhKQKkWAJMfTSZlR008XjHumgG8_lDv0RnWvQBrn7nBXrd3r9sHrPd88PT5m6XNWxFY0a11KouCrZWApSQooa8KlXZKFkqmWrqKm8qxqRY17UkTJc5kayuVVGtAKoqv0C3J27jbQgeNHfeDMJ_cEr40SHv-F-H_OiQnxym-PYUh_TjwYDnoTGQRCnjUyuurPkf6BsqnIxz |
Cites_doi | 10.1016/j.ijthermalsci.2008.12.002 10.1016/j.ijrefrig.2013.10.014 10.1016/j.energy.2019.05.203 10.1016/j.rser.2015.12.192 10.1016/j.enconman.2020.112719 10.1016/j.ijrefrig.2014.04.019 10.1016/j.ijrefrig.2013.09.032 10.1016/j.enconman.2020.113488 10.1016/j.renene.2022.09.018 10.1016/j.apenergy.2018.02.114 10.1016/j.apenergy.2009.11.001 10.1016/j.ijrefrig.2018.05.017 10.1016/j.applthermaleng.2017.05.137 10.1016/j.apenergy.2018.12.094 10.1109/4235.996017 10.1016/j.applthermaleng.2017.12.039 10.1016/j.enconman.2022.116034 10.1016/j.ijrefrig.2018.11.034 10.1016/j.enconman.2010.06.062 10.1016/j.apenergy.2010.06.014 10.1016/j.ijrefrig.2019.05.006 10.1016/j.ijrefrig.2023.06.001 10.1016/j.applthermaleng.2019.02.047 10.1016/j.enconman.2006.06.001 10.1126/science.abe3692 10.1016/j.energy.2018.03.166 10.1016/j.rser.2022.112106 10.1016/j.ijrefrig.2013.07.007 10.1016/0140-7007(86)90152-0 10.1016/j.ijrefrig.2017.08.019 10.1016/0140-7007(94)90064-7 10.1016/j.ijrefrig.2017.04.021 10.1016/j.enconman.2007.12.005 10.1016/j.applthermaleng.2016.02.018 10.1016/j.ijrefrig.2009.03.002 10.1016/j.ijrefrig.2013.09.036 10.1016/j.enconman.2022.116652 10.1016/j.energy.2018.04.048 |
ContentType | Journal Article |
Copyright | 2024 |
Copyright_xml | – notice: 2024 |
DBID | AAYXX CITATION |
DOI | 10.1016/j.applthermaleng.2024.123102 |
DatabaseName | CrossRef |
DatabaseTitle | CrossRef |
DatabaseTitleList | |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Engineering |
ExternalDocumentID | 10_1016_j_applthermaleng_2024_123102 S1359431124007701 |
GroupedDBID | --K --M .~1 0R~ 1B1 1RT 1~. 1~5 23M 4.4 457 4G. 5GY 5VS 7-5 71M 8P~ AABNK AACTN AAEDT AAEDW AAHCO AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AARJD AAXUO ABFNM ABJNI ABMAC ABNUV ACDAQ ACGFS ACIWK ACRLP ADBBV ADEWK ADEZE ADTZH AEBSH AECPX AEKER AENEX AFKWA AFTJW AGHFR AGUBO AGYEJ AHIDL AHJVU AHPOS AIEXJ AIKHN AITUG AJOXV AKRWK AKURH ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AXJTR BELTK BJAXD BKOJK BLXMC CS3 EBS EFJIC ENUVR EO8 EO9 EP2 EP3 FDB FEDTE FIRID FNPLU FYGXN G-Q GBLVA HVGLF IHE J1W JARJE JJJVA KOM M41 MO0 MS~ N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 RIG ROL RPZ SDF SDG SDP SES SEW SPC SPCBC SSG SSR SST SSZ T5K TN5 ~G- AAQXK AAXKI AAYXX ABXDB ACNNM ADMUD AFJKZ ASPBG AVWKF AZFZN CITATION EJD FGOYB HZ~ R2- |
ID | FETCH-LOGICAL-c271t-1fbfd94428daedaba9e365d5cdb5db310f63c622ba899b02f530b299d467ee663 |
IEDL.DBID | AIKHN |
ISSN | 1359-4311 |
IngestDate | Thu Sep 26 19:02:53 EDT 2024 Tue Jun 18 08:52:11 EDT 2024 |
IsPeerReviewed | true |
IsScholarly | true |
Keywords | Multi-objective optimization Comprehensive evaluation Working fluid High temperature heat pump |
Language | English |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c271t-1fbfd94428daedaba9e365d5cdb5db310f63c622ba899b02f530b299d467ee663 |
ParticipantIDs | crossref_primary_10_1016_j_applthermaleng_2024_123102 elsevier_sciencedirect_doi_10_1016_j_applthermaleng_2024_123102 |
PublicationCentury | 2000 |
PublicationDate | 2024-06-15 |
PublicationDateYYYYMMDD | 2024-06-15 |
PublicationDate_xml | – month: 06 year: 2024 text: 2024-06-15 day: 15 |
PublicationDecade | 2020 |
PublicationTitle | Applied thermal engineering |
PublicationYear | 2024 |
Publisher | Elsevier Ltd |
Publisher_xml | – name: Elsevier Ltd |
References | Domanski, Steven Brown, Heo, Wojtusiak, McLinden (b0080) 2014; 38 Fernández-Moreno, Mota-Babiloni, Giménez-Prades, Navarro-Esbrí (b0145) 2022; 52 Bertinat (b0045) 1986; 9 Fukuda, Kondou, Takata, Koyama (b0075) 2014; 40 Shrestha, Mustafa, Htike, You, Kakinaka (b0005) 2022; 199 Kosmadakis, Arpagaus, Neofytou, Bertsch (b0090) 2020; 226 D.G. Goodwin, H.K. Moffat, R.L. Speth, et al. Cantera: An object-Oriented Software Toolkit For Chemical kinetics, thermodynamics, and Transport Processes. California Institute of Technology, Pasedena, CA. http:/www.cantera.org, Version 2.1.1 Retrieved from http://www.cantera.org., 2016. Devotta, Pendyala (b0065) 1994; 17 Mateu-Royo, Navarro-Esbrí, Mota-Babiloni, Amat-Albuixech, Molés (b0175) 2019; 152 Deb, Pratap, Agarwal, Meyarivan (b0190) 2002; 6 Jiang, Hu, Wang, Deng, Cao, Wang (b0035) 2022; 161 Bengtsson, Eikevik (b0105) 2016; 99 Sulaiman, Cotter, Arpagaus, Hewitt (b0165) 2023; 153 Navarro-Peris, Corberán, Falco, Martínez-Galván (b0180) 2013; 36 Domanski, Brignoli, Brown, Kazakov, McLinden (b0160) 2017; 84 Lemmon, Huber, McLinden (b0185) 2013; 9 Zühlsdorf, Jensen, Elmegaard (b0200) 2019; 98 Xu, Yang, Yu, Ma, Chen, Yang (b0155) 2021; 12 Zühlsdorf, Jensen, Cignitti, Madsen, Elmegaard (b0140) 2018; 153 Jin, Zhang (b0240) 2011; 52 Linteris, Bell, McLinden (b0205) 2019; 104 Bamigbetan, Eikevik, Nekså, Bantle (b0110) 2017; 80 Gao, Zhao (b0230) 2008; 49 Zhang, Wang, Guo (b0115) 2010; 87 Chamoun, Rulliere, Haberschill, Peureux (b0100) 2014; 44 Wallerand, Kermani, Kantor, Maréchal (b0025) 2018; 219 Deb, Agrawal, Pratap, Meyarivan (b0195) 2000 O. Bamigbetan, T.M. Eikevik, P. Nekså, M. Bantle, Evaluation of natural working fluids for the development of high temperature heat pumps, Proceedings of the Twelfth IIR Gustav Lorentzen Conference on Natural Refrigerants, Edinburgh, 2016. Abedini, Vieren, Demeester, Beyne, Lecompte, Quoilin, Arteconi (b0130) 2023; 277 Arpagaus, Bless, Uhlmann, Schiffmann, Bertsch (b0010) 2018; 152 Mikielewicz, Wajs (b0150) 2019; 182 The MathWorks Inc. MATLAB R2022a, 2022. Guo, Gong, Qin (b0135) 2019; 237 Chua, Chou, Yang (b0030) 2010; 87 Linton (b0050) 1990 McLinden, Seeton, Pearson (b0040) 2020; 370 McLinden, Kazakov, Steven Brown, Domanski (b0085) 2014; 38 Rajapaksha (b0235) 2007; 48 Sarkar, Bhattacharyya (b0055) 2009; 48 Brown, Zilio, Cavallini (b0070) 2009; 32 Ju, Fan, Chen, Zhang, Wang, Tang (b0120) 2017; 123 Yu, Zhang, Kong, Zhang (b0125) 2018; 131 Mateu-Royo, Sawalha, Mota-Babiloni, Navarro-Esbrí (b0170) 2020; 210 Cuadra (b0210) 2022 Bamigbetan, Eikevik, Nekså, Bantle, Schlemminger (b0060) 2018; 92 Forman, Muritala, Pardemann, Meyer (b0015) 2016; 57 M.J. Frisch,G.W. Trucks, H.B. Schlegel, et al. Gaussian 16 Rev. B.01, Gaussian, Inc., Wallingford, CT, 2016. Ashrae (b0225) 2016 Sulaiman, Cotter, Le, Huang, Hewitt (b0020) 2022; 268 Mikielewicz (10.1016/j.applthermaleng.2024.123102_b0150) 2019; 182 Navarro-Peris (10.1016/j.applthermaleng.2024.123102_b0180) 2013; 36 Bertinat (10.1016/j.applthermaleng.2024.123102_b0045) 1986; 9 Shrestha (10.1016/j.applthermaleng.2024.123102_b0005) 2022; 199 Fernández-Moreno (10.1016/j.applthermaleng.2024.123102_b0145) 2022; 52 Sulaiman (10.1016/j.applthermaleng.2024.123102_b0020) 2022; 268 Jiang (10.1016/j.applthermaleng.2024.123102_b0035) 2022; 161 10.1016/j.applthermaleng.2024.123102_b0245 Gao (10.1016/j.applthermaleng.2024.123102_b0230) 2008; 49 Deb (10.1016/j.applthermaleng.2024.123102_b0190) 2002; 6 Deb (10.1016/j.applthermaleng.2024.123102_b0195) 2000 Zühlsdorf (10.1016/j.applthermaleng.2024.123102_b0200) 2019; 98 Ju (10.1016/j.applthermaleng.2024.123102_b0120) 2017; 123 McLinden (10.1016/j.applthermaleng.2024.123102_b0040) 2020; 370 Mateu-Royo (10.1016/j.applthermaleng.2024.123102_b0175) 2019; 152 10.1016/j.applthermaleng.2024.123102_b0095 Lemmon (10.1016/j.applthermaleng.2024.123102_b0185) 2013; 9 10.1016/j.applthermaleng.2024.123102_b0215 Wallerand (10.1016/j.applthermaleng.2024.123102_b0025) 2018; 219 Chamoun (10.1016/j.applthermaleng.2024.123102_b0100) 2014; 44 Bamigbetan (10.1016/j.applthermaleng.2024.123102_b0110) 2017; 80 Yu (10.1016/j.applthermaleng.2024.123102_b0125) 2018; 131 Bengtsson (10.1016/j.applthermaleng.2024.123102_b0105) 2016; 99 Rajapaksha (10.1016/j.applthermaleng.2024.123102_b0235) 2007; 48 Bamigbetan (10.1016/j.applthermaleng.2024.123102_b0060) 2018; 92 Sulaiman (10.1016/j.applthermaleng.2024.123102_b0165) 2023; 153 Zühlsdorf (10.1016/j.applthermaleng.2024.123102_b0140) 2018; 153 Xu (10.1016/j.applthermaleng.2024.123102_b0155) 2021; 12 10.1016/j.applthermaleng.2024.123102_b0220 Jin (10.1016/j.applthermaleng.2024.123102_b0240) 2011; 52 Zhang (10.1016/j.applthermaleng.2024.123102_b0115) 2010; 87 Brown (10.1016/j.applthermaleng.2024.123102_b0070) 2009; 32 Chua (10.1016/j.applthermaleng.2024.123102_b0030) 2010; 87 Sarkar (10.1016/j.applthermaleng.2024.123102_b0055) 2009; 48 Devotta (10.1016/j.applthermaleng.2024.123102_b0065) 1994; 17 Fukuda (10.1016/j.applthermaleng.2024.123102_b0075) 2014; 40 Domanski (10.1016/j.applthermaleng.2024.123102_b0080) 2014; 38 Abedini (10.1016/j.applthermaleng.2024.123102_b0130) 2023; 277 McLinden (10.1016/j.applthermaleng.2024.123102_b0085) 2014; 38 Kosmadakis (10.1016/j.applthermaleng.2024.123102_b0090) 2020; 226 Cuadra (10.1016/j.applthermaleng.2024.123102_b0210) 2022 Forman (10.1016/j.applthermaleng.2024.123102_b0015) 2016; 57 Linton (10.1016/j.applthermaleng.2024.123102_b0050) 1990 Guo (10.1016/j.applthermaleng.2024.123102_b0135) 2019; 237 Arpagaus (10.1016/j.applthermaleng.2024.123102_b0010) 2018; 152 Linteris (10.1016/j.applthermaleng.2024.123102_b0205) 2019; 104 Domanski (10.1016/j.applthermaleng.2024.123102_b0160) 2017; 84 Ashrae (10.1016/j.applthermaleng.2024.123102_b0225) 2016 Mateu-Royo (10.1016/j.applthermaleng.2024.123102_b0170) 2020; 210 |
References_xml | – volume: 98 start-page: 500 year: 2019 end-page: 513 ident: b0200 article-title: Heat pump working fluid selection—economic and thermodynamic comparison of criteria and boundary conditions publication-title: Int. J. Refrig contributor: fullname: Elmegaard – volume: 104 start-page: 144 year: 2019 end-page: 150 ident: b0205 article-title: An empirical model for refrigerant flammability based on molecular structure and thermodynamics publication-title: Int. J. Refrig contributor: fullname: McLinden – volume: 6 start-page: 182 year: 2002 end-page: 197 ident: b0190 article-title: A fast and elitist multiobjective genetic algorithm: NSGA-II publication-title: IEEE Trans. Evol. Comput. contributor: fullname: Meyarivan – volume: 84 start-page: 198 year: 2017 end-page: 209 ident: b0160 article-title: Low-GWP refrigerants for medium and high-pressure applications publication-title: Int. J. Refrig contributor: fullname: McLinden – volume: 99 start-page: 1295 year: 2016 end-page: 1302 ident: b0105 article-title: Reducing the global warming impact of a household heat pump dishwasher using hydrocarbon refrigerants publication-title: Appl. Therm. Eng. contributor: fullname: Eikevik – volume: 237 start-page: 338 year: 2019 end-page: 352 ident: b0135 article-title: Performance analysis of a modified subcritical zeotropic mixture recuperative high-temperature heat pump publication-title: Appl. Energy contributor: fullname: Qin – start-page: 455 year: 1990 end-page: 465 ident: b0050 article-title: Description and Test Results of a High Temperature Heat Pump Test Facility contributor: fullname: Linton – volume: 92 start-page: 185 year: 2018 end-page: 195 ident: b0060 article-title: Theoretical analysis of suitable fluids for high temperature heat pumps up to 125 °C heat delivery publication-title: Int. J. Refrig contributor: fullname: Schlemminger – volume: 199 start-page: 419 year: 2022 end-page: 432 ident: b0005 article-title: Evolution of energy mix in emerging countries: modern renewable energy, traditional renewable energy, and non-renewable energy publication-title: Renew. Energy contributor: fullname: Kakinaka – volume: 80 start-page: 197 year: 2017 end-page: 211 ident: b0110 article-title: Review of vapour compression heat pumps for high temperature heating using natural working fluids publication-title: Int. J. Refrig contributor: fullname: Bantle – volume: 52 start-page: 243 year: 2011 end-page: 249 ident: b0240 article-title: A new evaluation method for zeotropic refrigerant mixtures based on the variance of the temperature difference between the refrigerant and heat transfer fluid publication-title: Energy Convers. Manag. contributor: fullname: Zhang – volume: 131 start-page: 715 year: 2018 end-page: 723 ident: b0125 article-title: Thermodynamic analysis and parameter estimation of a high-temperature industrial heat pump using a new binary mixture publication-title: Appl. Therm. Eng. contributor: fullname: Zhang – volume: 152 start-page: 985 year: 2018 end-page: 1010 ident: b0010 article-title: High temperature heat pumps: Market overview, state of the art, research status, refrigerants, and application potentials publication-title: Energy contributor: fullname: Bertsch – volume: 38 start-page: 80 year: 2014 end-page: 92 ident: b0085 article-title: A thermodynamic analysis of refrigerants: possibilities and tradeoffs for Low-GWP refrigerants publication-title: Int. J. Refrig contributor: fullname: Domanski – volume: 52 year: 2022 ident: b0145 article-title: Optimal refrigerant mixture in single-stage high-temperature heat pumps based on a multiparameter evaluation publication-title: Sustain. Energy Technol. Assess. contributor: fullname: Navarro-Esbrí – volume: 9 start-page: 43 year: 1986 end-page: 50 ident: b0045 article-title: Fluids for high temperature heat pumps publication-title: Int. J. Refrig contributor: fullname: Bertinat – year: 2022 ident: b0210 article-title: Combustion Toolbox: a MATLAB-GUI based open-source tool for solving gaseous combustion problems publication-title: Zenodo contributor: fullname: Cuadra – year: 2016 ident: b0225 article-title: ANSI/ASHRAE Standard 34–2016, Designation and Safety Classification of Refrigerants. American Society of Heating contributor: fullname: Ashrae – year: 2000 ident: b0195 article-title: A fast elitist non-dominated sorting genetic algorithm for multi-objective optimization: NSGA-II publication-title: International Conference on Parallel Problem Solving from Nature. Springer contributor: fullname: Meyarivan – volume: 17 start-page: 338 year: 1994 end-page: 434 ident: b0065 article-title: Thermodynamic screening of some HFCs and HFEs for high-temperature heat pumps as alternatives to CFCl14 publication-title: Int. J. Refrig contributor: fullname: Pendyala – volume: 277 year: 2023 ident: b0130 article-title: A comprehensive analysis of binary mixtures as working fluid in high temperature heat pumps publication-title: Energy Convers. Manag. contributor: fullname: Arteconi – volume: 38 start-page: 71 year: 2014 end-page: 79 ident: b0080 article-title: A thermodynamic analysis of refrigerants: performance limits of the vapor compression cycle publication-title: Int. J. Refrig contributor: fullname: McLinden – volume: 44 start-page: 177 year: 2014 end-page: 188 ident: b0100 article-title: Experimental and numerical investigations of a new high temperature heat pump for industrial heat recovery using water as refrigerant publication-title: Int. J. Refrig contributor: fullname: Peureux – volume: 210 year: 2020 ident: b0170 article-title: High temperature heat pump integration into district heating network publication-title: Energy Convers. Manag. contributor: fullname: Navarro-Esbrí – volume: 48 start-page: 1460 year: 2009 end-page: 1465 ident: b0055 article-title: Assessment of blends of CO2 with butane and isobutane as working fluids for heat pump applications publication-title: Int. J. Therm. Sci. contributor: fullname: Bhattacharyya – volume: 40 start-page: 161 year: 2014 end-page: 173 ident: b0075 article-title: Low GWP refrigerants R1234ze(E) and R1234ze(Z) for high temperature heat pumps publication-title: Int. J. Refrig contributor: fullname: Koyama – volume: 182 start-page: 460 year: 2019 end-page: 470 ident: b0150 article-title: Performance of the very high-temperature heat pump with low GWP working fluids publication-title: Energy contributor: fullname: Wajs – volume: 226 year: 2020 ident: b0090 article-title: Techno-economic analysis of high-temperature heat pumps with low-global warming potential refrigerants for upgrading waste heat up to 150 ◦C publication-title: Energy Convers. Manag. contributor: fullname: Bertsch – volume: 49 start-page: 1567 year: 2008 end-page: 1573 ident: b0230 article-title: Theoretical and experimental investigation on components’ proportion of zeotropic mixtures based on relation between temperature and enthalpy during phase change publication-title: Energy Convers. Manag. contributor: fullname: Zhao – volume: 32 start-page: 1412 year: 2009 end-page: 1422 ident: b0070 article-title: The fluorinated olefin R-1234ze(Z) as a high-temperature heat pumping refrigerant publication-title: Int. J. Refrig contributor: fullname: Cavallini – volume: 153 start-page: 99 year: 2023 end-page: 109 ident: b0165 article-title: Theoretical evaluation of energy, exergy, and minimum superheat in a high-temperature heat pump with low GWP refrigerants publication-title: Int. J. Refrig contributor: fullname: Hewitt – volume: 161 year: 2022 ident: b0035 article-title: A review and perspective on industry high-temperature heat pumps publication-title: Renew. Sustain. Energy Rev. contributor: fullname: Wang – volume: 36 start-page: 1951 year: 2013 end-page: 1964 ident: b0180 article-title: New non-dimensional performance parameters for the characterization of refrigeration compressors publication-title: Int. J. Refrig contributor: fullname: Martínez-Galván – volume: 152 start-page: 762 year: 2019 end-page: 777 ident: b0175 article-title: Thermodynamic analysis of low GWP alternatives to HFC-245fa in high-temperature heat pumps: HCFO-1224yd(Z), HCFO-1233zd(E) and HFO-1336mzz(Z) publication-title: Appl. Therm. Eng. contributor: fullname: Molés – volume: 123 start-page: 1345 year: 2017 end-page: 1355 ident: b0120 article-title: Performance assessment of heat pump water heaters with R1233zd(E)/HCs binary mixtures publication-title: Appl. Therm. Eng. contributor: fullname: Tang – volume: 57 start-page: 1568 year: 2016 end-page: 1579 ident: b0015 article-title: Estimating the global waste heat potential publication-title: Renew. Sustain. Energy Rev. contributor: fullname: Meyer – volume: 268 year: 2022 ident: b0020 article-title: Thermodynamic analysis of subcritical high-temperature heat pump using low GWP refrigerants: a theoretical evaluation publication-title: Energy Convers. Manag. contributor: fullname: Hewitt – volume: 87 start-page: 3611 year: 2010 end-page: 3624 ident: b0030 article-title: Advances in heat pump systems: a review publication-title: Appl. Energy contributor: fullname: Yang – volume: 219 start-page: 68 year: 2018 end-page: 92 ident: b0025 article-title: Optimal heat pump integration in industrial processes publication-title: Appl. Energy contributor: fullname: Maréchal – volume: 153 start-page: 650 year: 2018 end-page: 660 ident: b0140 article-title: Analysis of temperature glide matching of heat pumps with zeotropic working fluid mixtures for different temperature glides publication-title: Energy contributor: fullname: Elmegaard – volume: 9 start-page: 1 year: 2013 ident: b0185 article-title: NIST standard reference database 23: reference fluid thermodynamic and transport properties publication-title: REFPROP Version contributor: fullname: McLinden – volume: 87 start-page: 1554 year: 2010 end-page: 1561 ident: b0115 article-title: Experimental investigation of moderately high temperature water source heat pump with non-azeotropic refrigerant mixtures publication-title: Appl. Energy contributor: fullname: Guo – volume: 12 year: 2021 ident: b0155 article-title: Performance analysis for binary mixtures based on R245fa using in high temperature heat pumps publication-title: Energy Convers. Manag. : X contributor: fullname: Yang – volume: 48 start-page: 539 year: 2007 end-page: 545 ident: b0235 article-title: Influence of special attributes of zeotropic refrigerant mixtures on design and operation of vapour compression refrigeration and heat pump systems publication-title: Energy Convers. Manag. contributor: fullname: Rajapaksha – volume: 370 start-page: 791 year: 2020 end-page: 796 ident: b0040 article-title: New refrigerants and system configurations for vapor-compression refrigeration publication-title: Science contributor: fullname: Pearson – volume: 48 start-page: 1460 year: 2009 ident: 10.1016/j.applthermaleng.2024.123102_b0055 article-title: Assessment of blends of CO2 with butane and isobutane as working fluids for heat pump applications publication-title: Int. J. Therm. Sci. doi: 10.1016/j.ijthermalsci.2008.12.002 contributor: fullname: Sarkar – ident: 10.1016/j.applthermaleng.2024.123102_b0095 – volume: 40 start-page: 161 year: 2014 ident: 10.1016/j.applthermaleng.2024.123102_b0075 article-title: Low GWP refrigerants R1234ze(E) and R1234ze(Z) for high temperature heat pumps publication-title: Int. J. Refrig doi: 10.1016/j.ijrefrig.2013.10.014 contributor: fullname: Fukuda – volume: 182 start-page: 460 year: 2019 ident: 10.1016/j.applthermaleng.2024.123102_b0150 article-title: Performance of the very high-temperature heat pump with low GWP working fluids publication-title: Energy doi: 10.1016/j.energy.2019.05.203 contributor: fullname: Mikielewicz – volume: 57 start-page: 1568 year: 2016 ident: 10.1016/j.applthermaleng.2024.123102_b0015 article-title: Estimating the global waste heat potential publication-title: Renew. Sustain. Energy Rev. doi: 10.1016/j.rser.2015.12.192 contributor: fullname: Forman – volume: 210 year: 2020 ident: 10.1016/j.applthermaleng.2024.123102_b0170 article-title: High temperature heat pump integration into district heating network publication-title: Energy Convers. Manag. doi: 10.1016/j.enconman.2020.112719 contributor: fullname: Mateu-Royo – volume: 44 start-page: 177 year: 2014 ident: 10.1016/j.applthermaleng.2024.123102_b0100 article-title: Experimental and numerical investigations of a new high temperature heat pump for industrial heat recovery using water as refrigerant publication-title: Int. J. Refrig doi: 10.1016/j.ijrefrig.2014.04.019 contributor: fullname: Chamoun – year: 2022 ident: 10.1016/j.applthermaleng.2024.123102_b0210 article-title: Combustion Toolbox: a MATLAB-GUI based open-source tool for solving gaseous combustion problems publication-title: Zenodo contributor: fullname: Cuadra – volume: 38 start-page: 80 year: 2014 ident: 10.1016/j.applthermaleng.2024.123102_b0085 article-title: A thermodynamic analysis of refrigerants: possibilities and tradeoffs for Low-GWP refrigerants publication-title: Int. J. Refrig doi: 10.1016/j.ijrefrig.2013.09.032 contributor: fullname: McLinden – volume: 226 year: 2020 ident: 10.1016/j.applthermaleng.2024.123102_b0090 article-title: Techno-economic analysis of high-temperature heat pumps with low-global warming potential refrigerants for upgrading waste heat up to 150 ◦C publication-title: Energy Convers. Manag. doi: 10.1016/j.enconman.2020.113488 contributor: fullname: Kosmadakis – volume: 9 start-page: 1 year: 2013 ident: 10.1016/j.applthermaleng.2024.123102_b0185 article-title: NIST standard reference database 23: reference fluid thermodynamic and transport properties publication-title: REFPROP Version contributor: fullname: Lemmon – volume: 199 start-page: 419 year: 2022 ident: 10.1016/j.applthermaleng.2024.123102_b0005 article-title: Evolution of energy mix in emerging countries: modern renewable energy, traditional renewable energy, and non-renewable energy publication-title: Renew. Energy doi: 10.1016/j.renene.2022.09.018 contributor: fullname: Shrestha – start-page: 455 year: 1990 ident: 10.1016/j.applthermaleng.2024.123102_b0050 contributor: fullname: Linton – volume: 219 start-page: 68 year: 2018 ident: 10.1016/j.applthermaleng.2024.123102_b0025 article-title: Optimal heat pump integration in industrial processes publication-title: Appl. Energy doi: 10.1016/j.apenergy.2018.02.114 contributor: fullname: Wallerand – volume: 87 start-page: 1554 year: 2010 ident: 10.1016/j.applthermaleng.2024.123102_b0115 article-title: Experimental investigation of moderately high temperature water source heat pump with non-azeotropic refrigerant mixtures publication-title: Appl. Energy doi: 10.1016/j.apenergy.2009.11.001 contributor: fullname: Zhang – ident: 10.1016/j.applthermaleng.2024.123102_b0220 – ident: 10.1016/j.applthermaleng.2024.123102_b0245 – volume: 92 start-page: 185 year: 2018 ident: 10.1016/j.applthermaleng.2024.123102_b0060 article-title: Theoretical analysis of suitable fluids for high temperature heat pumps up to 125 °C heat delivery publication-title: Int. J. Refrig doi: 10.1016/j.ijrefrig.2018.05.017 contributor: fullname: Bamigbetan – volume: 123 start-page: 1345 year: 2017 ident: 10.1016/j.applthermaleng.2024.123102_b0120 article-title: Performance assessment of heat pump water heaters with R1233zd(E)/HCs binary mixtures publication-title: Appl. Therm. Eng. doi: 10.1016/j.applthermaleng.2017.05.137 contributor: fullname: Ju – volume: 237 start-page: 338 year: 2019 ident: 10.1016/j.applthermaleng.2024.123102_b0135 article-title: Performance analysis of a modified subcritical zeotropic mixture recuperative high-temperature heat pump publication-title: Appl. Energy doi: 10.1016/j.apenergy.2018.12.094 contributor: fullname: Guo – volume: 12 year: 2021 ident: 10.1016/j.applthermaleng.2024.123102_b0155 article-title: Performance analysis for binary mixtures based on R245fa using in high temperature heat pumps publication-title: Energy Convers. Manag. : X contributor: fullname: Xu – volume: 6 start-page: 182 year: 2002 ident: 10.1016/j.applthermaleng.2024.123102_b0190 article-title: A fast and elitist multiobjective genetic algorithm: NSGA-II publication-title: IEEE Trans. Evol. Comput. doi: 10.1109/4235.996017 contributor: fullname: Deb – volume: 131 start-page: 715 year: 2018 ident: 10.1016/j.applthermaleng.2024.123102_b0125 article-title: Thermodynamic analysis and parameter estimation of a high-temperature industrial heat pump using a new binary mixture publication-title: Appl. Therm. Eng. doi: 10.1016/j.applthermaleng.2017.12.039 contributor: fullname: Yu – volume: 268 year: 2022 ident: 10.1016/j.applthermaleng.2024.123102_b0020 article-title: Thermodynamic analysis of subcritical high-temperature heat pump using low GWP refrigerants: a theoretical evaluation publication-title: Energy Convers. Manag. doi: 10.1016/j.enconman.2022.116034 contributor: fullname: Sulaiman – volume: 98 start-page: 500 year: 2019 ident: 10.1016/j.applthermaleng.2024.123102_b0200 article-title: Heat pump working fluid selection—economic and thermodynamic comparison of criteria and boundary conditions publication-title: Int. J. Refrig doi: 10.1016/j.ijrefrig.2018.11.034 contributor: fullname: Zühlsdorf – volume: 52 start-page: 243 year: 2011 ident: 10.1016/j.applthermaleng.2024.123102_b0240 article-title: A new evaluation method for zeotropic refrigerant mixtures based on the variance of the temperature difference between the refrigerant and heat transfer fluid publication-title: Energy Convers. Manag. doi: 10.1016/j.enconman.2010.06.062 contributor: fullname: Jin – volume: 87 start-page: 3611 year: 2010 ident: 10.1016/j.applthermaleng.2024.123102_b0030 article-title: Advances in heat pump systems: a review publication-title: Appl. Energy doi: 10.1016/j.apenergy.2010.06.014 contributor: fullname: Chua – volume: 104 start-page: 144 year: 2019 ident: 10.1016/j.applthermaleng.2024.123102_b0205 article-title: An empirical model for refrigerant flammability based on molecular structure and thermodynamics publication-title: Int. J. Refrig doi: 10.1016/j.ijrefrig.2019.05.006 contributor: fullname: Linteris – ident: 10.1016/j.applthermaleng.2024.123102_b0215 – volume: 153 start-page: 99 year: 2023 ident: 10.1016/j.applthermaleng.2024.123102_b0165 article-title: Theoretical evaluation of energy, exergy, and minimum superheat in a high-temperature heat pump with low GWP refrigerants publication-title: Int. J. Refrig doi: 10.1016/j.ijrefrig.2023.06.001 contributor: fullname: Sulaiman – volume: 152 start-page: 762 year: 2019 ident: 10.1016/j.applthermaleng.2024.123102_b0175 article-title: Thermodynamic analysis of low GWP alternatives to HFC-245fa in high-temperature heat pumps: HCFO-1224yd(Z), HCFO-1233zd(E) and HFO-1336mzz(Z) publication-title: Appl. Therm. Eng. doi: 10.1016/j.applthermaleng.2019.02.047 contributor: fullname: Mateu-Royo – volume: 48 start-page: 539 year: 2007 ident: 10.1016/j.applthermaleng.2024.123102_b0235 article-title: Influence of special attributes of zeotropic refrigerant mixtures on design and operation of vapour compression refrigeration and heat pump systems publication-title: Energy Convers. Manag. doi: 10.1016/j.enconman.2006.06.001 contributor: fullname: Rajapaksha – volume: 370 start-page: 791 year: 2020 ident: 10.1016/j.applthermaleng.2024.123102_b0040 article-title: New refrigerants and system configurations for vapor-compression refrigeration publication-title: Science doi: 10.1126/science.abe3692 contributor: fullname: McLinden – volume: 152 start-page: 985 year: 2018 ident: 10.1016/j.applthermaleng.2024.123102_b0010 article-title: High temperature heat pumps: Market overview, state of the art, research status, refrigerants, and application potentials publication-title: Energy doi: 10.1016/j.energy.2018.03.166 contributor: fullname: Arpagaus – volume: 161 year: 2022 ident: 10.1016/j.applthermaleng.2024.123102_b0035 article-title: A review and perspective on industry high-temperature heat pumps publication-title: Renew. Sustain. Energy Rev. doi: 10.1016/j.rser.2022.112106 contributor: fullname: Jiang – volume: 36 start-page: 1951 year: 2013 ident: 10.1016/j.applthermaleng.2024.123102_b0180 article-title: New non-dimensional performance parameters for the characterization of refrigeration compressors publication-title: Int. J. Refrig doi: 10.1016/j.ijrefrig.2013.07.007 contributor: fullname: Navarro-Peris – volume: 9 start-page: 43 year: 1986 ident: 10.1016/j.applthermaleng.2024.123102_b0045 article-title: Fluids for high temperature heat pumps publication-title: Int. J. Refrig doi: 10.1016/0140-7007(86)90152-0 contributor: fullname: Bertinat – volume: 84 start-page: 198 year: 2017 ident: 10.1016/j.applthermaleng.2024.123102_b0160 article-title: Low-GWP refrigerants for medium and high-pressure applications publication-title: Int. J. Refrig doi: 10.1016/j.ijrefrig.2017.08.019 contributor: fullname: Domanski – year: 2000 ident: 10.1016/j.applthermaleng.2024.123102_b0195 article-title: A fast elitist non-dominated sorting genetic algorithm for multi-objective optimization: NSGA-II publication-title: International Conference on Parallel Problem Solving from Nature. Springer contributor: fullname: Deb – volume: 17 start-page: 338 year: 1994 ident: 10.1016/j.applthermaleng.2024.123102_b0065 article-title: Thermodynamic screening of some HFCs and HFEs for high-temperature heat pumps as alternatives to CFCl14 publication-title: Int. J. Refrig doi: 10.1016/0140-7007(94)90064-7 contributor: fullname: Devotta – volume: 80 start-page: 197 year: 2017 ident: 10.1016/j.applthermaleng.2024.123102_b0110 article-title: Review of vapour compression heat pumps for high temperature heating using natural working fluids publication-title: Int. J. Refrig doi: 10.1016/j.ijrefrig.2017.04.021 contributor: fullname: Bamigbetan – volume: 49 start-page: 1567 year: 2008 ident: 10.1016/j.applthermaleng.2024.123102_b0230 article-title: Theoretical and experimental investigation on components’ proportion of zeotropic mixtures based on relation between temperature and enthalpy during phase change publication-title: Energy Convers. Manag. doi: 10.1016/j.enconman.2007.12.005 contributor: fullname: Gao – volume: 52 year: 2022 ident: 10.1016/j.applthermaleng.2024.123102_b0145 article-title: Optimal refrigerant mixture in single-stage high-temperature heat pumps based on a multiparameter evaluation publication-title: Sustain. Energy Technol. Assess. contributor: fullname: Fernández-Moreno – year: 2016 ident: 10.1016/j.applthermaleng.2024.123102_b0225 contributor: fullname: Ashrae – volume: 99 start-page: 1295 year: 2016 ident: 10.1016/j.applthermaleng.2024.123102_b0105 article-title: Reducing the global warming impact of a household heat pump dishwasher using hydrocarbon refrigerants publication-title: Appl. Therm. Eng. doi: 10.1016/j.applthermaleng.2016.02.018 contributor: fullname: Bengtsson – volume: 32 start-page: 1412 year: 2009 ident: 10.1016/j.applthermaleng.2024.123102_b0070 article-title: The fluorinated olefin R-1234ze(Z) as a high-temperature heat pumping refrigerant publication-title: Int. J. Refrig doi: 10.1016/j.ijrefrig.2009.03.002 contributor: fullname: Brown – volume: 38 start-page: 71 year: 2014 ident: 10.1016/j.applthermaleng.2024.123102_b0080 article-title: A thermodynamic analysis of refrigerants: performance limits of the vapor compression cycle publication-title: Int. J. Refrig doi: 10.1016/j.ijrefrig.2013.09.036 contributor: fullname: Domanski – volume: 277 year: 2023 ident: 10.1016/j.applthermaleng.2024.123102_b0130 article-title: A comprehensive analysis of binary mixtures as working fluid in high temperature heat pumps publication-title: Energy Convers. Manag. doi: 10.1016/j.enconman.2022.116652 contributor: fullname: Abedini – volume: 153 start-page: 650 year: 2018 ident: 10.1016/j.applthermaleng.2024.123102_b0140 article-title: Analysis of temperature glide matching of heat pumps with zeotropic working fluid mixtures for different temperature glides publication-title: Energy doi: 10.1016/j.energy.2018.04.048 contributor: fullname: Zühlsdorf |
SSID | ssj0012874 |
Score | 2.4862452 |
Snippet | •An efficient evaluation method for mixed refrigerants in HTHP is proposed.•Multi-objective optimization is used to evaluate the performance of... |
SourceID | crossref elsevier |
SourceType | Aggregation Database Publisher |
StartPage | 123102 |
SubjectTerms | Comprehensive evaluation High temperature heat pump Multi-objective optimization Working fluid |
Title | Comprehensive performance evaluation method of working fluids for high temperature heat pump based on multi-objective optimization |
URI | https://dx.doi.org/10.1016/j.applthermaleng.2024.123102 |
Volume | 247 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LTwIxEJ4gJEYPxmfEB-mB6wLd3e7jZAiRoEYuSsJt027biBHYIMSbB3-5M-wikHgw8bib7WQz034z0858BagbXH1WRZ5DbHWO7-nUkdLQRn7kytBzta8pUXzsB72Bfz8UwxJ0Vr0wVFZZYH-O6Uu0Lt40C202s9Go-cQ9EaP741QFGYbUw1VBd-T7Zai07x56_Z_DBKJ0X-ZdInZowC7U12VedE5ModZY0s0lmDC6foNT0OP-7qk2vE_3EA6KsJG18z87gpKZHMP-BpngCXzR0p6Zl7winWXrjgC2pvRm-Y3RbGrZR75NzuzbYqTfGX7MiLuYEVlVwbTMCKlZhhZn5O1wGAqgCkRnql5zpGRTxJxx0cx5CoPu7XOn5xQ3LDipG_K5w62yOvYxBdHSaKlkbLxAaJFqJbRCJdjASwPXVRLTMtVyrfBaCh2YRng1BoOVMyhPphNzDkwHMg5xVMQ960cyjGyIyRmKxXiApzqqglhpM8lyIo1kVWH2mmxbISErJLkVqnCzUn2yNTESxPw_Sbj4t4RL2KMnqhDj4grK89nCXGMsMlc12Gl88lox474B4Kjk3A |
link.rule.ids | 315,786,790,4521,24144,27955,27956,45618,45712 |
linkProvider | Elsevier |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LTwIxEG4IJj4OxmfEZw9cF-judh8nY4gEFbgICbem3bYRIrBBiDcP_nJn2F2RxIOJ1912splpv5npfjMlpGpg91kVeQ52q3N8TyeOlAYP8iNXhp6rfY2JYrcXtAf-45APS6RZ1MIgrTLH_gzTV2idP6nn2qyno1H9mXk8BvfHkAUZhljDtYXRAPK6ah_fPA-GDd1XWRePHRy-Taprkhf-JcZAayLx3hJIF12_xjDkcX_3Uz98T-uA7OdBI73LvuuQlMz0iOz9aCV4TD5xY8_NS8ZHp-m6HoCuG3rT7L5oOrP0PTskp_Z1OdJvFAZT7FxMsVVV3meZIk7TFOxN0dfBNBCA_ENnpsYZTtIZIM4kL-U8IYPWfb_ZdvL7FZzEDdnCYVZZHfuQgGhptFQyNl7ANU-04lqBEmzgJYHrKglJmWq4lnsNBe5LA7gaA6HKKSlPZ1NzRqgOZBzCrIh51o9kGNkQUjMQC9EAS3RUIbzQpkizNhqi4JeNxaYVBFpBZFaokNtC9WJjWQhA_D9JOP-3hBuy0-53O6Lz0Hu6ILv4BrlijF-S8mK-NFcQlSzU9WrVfQHzCuWx |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Comprehensive+performance+evaluation+method+of+working+fluids+for+high+temperature+heat+pump+based+on+multi-objective+optimization&rft.jtitle=Applied+thermal+engineering&rft.au=Xu%2C+Chang&rft.au=Ma%2C+Hongting&rft.au=Yu%2C+Xiaohui&rft.date=2024-06-15&rft.pub=Elsevier+Ltd&rft.issn=1359-4311&rft.volume=247&rft_id=info:doi/10.1016%2Fj.applthermaleng.2024.123102&rft.externalDocID=S1359431124007701 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1359-4311&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1359-4311&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1359-4311&client=summon |