IDEAS home Printed from https://ideas.repec.org/a/eee/rensus/v97y2018icp529-553.html
   My bibliography  Save this article

Exergetic advancement of photovoltaic/thermal systems (PV/T): A review

Author

Listed:
  • Yazdanifard, Farideh
  • Ameri, Mehran

Abstract

Photovoltaic/thermal (PV/T) systems are emerging as an important branch of solar technology, which combines photovoltaic panels and solar collectors in a single unit to generate electricity and heat from uninterruptible solar energy. Energy systems are typically examined from two aspects of energy and exergy. The exergy of these systems is of great importance because it focuses on the quality of the energy. Due to the unequal quality of electrical and thermal energy, it is clear that the exergetic performance of these systems gives a clearer view of their efficiency compared to their energetic one. The purpose of this paper is to provide a comprehensive review of the researches conducted in the field of the exergy for various types of PV/T systems in the last decade. According to our study, the largest attention was directed at investigating the exergy of water-based, air-based and nanofluid-based PV/T systems, and the exergy examination of other types, especially thermoelectric-based PV/T systems, was rarely performed. Also, a comparison between different PV/T systems shows that using nanofluids, concentrators and optical filters could improve the exergy efficiency of PV/T systems.

Suggested Citation

  • Yazdanifard, Farideh & Ameri, Mehran, 2018. "Exergetic advancement of photovoltaic/thermal systems (PV/T): A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 97(C), pages 529-553.
    • Handle: RePEc:eee:rensus:v:97:y:2018:i:c:p:529-553
    DOI: 10.1016/j.rser.2018.08.053
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1364032118306385
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.rser.2018.08.053?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Ooshaksaraei, Poorya & Sopian, Kamaruzzaman & Zaidi, Saleem H. & Zulkifli, Rozli, 2017. "Performance of four air-based photovoltaic thermal collectors configurations with bifacial solar cells," Renewable Energy, Elsevier, vol. 102(PB), pages 279-293.
    2. Kumar, Rakesh & Rosen, Marc A., 2011. "A critical review of photovoltaic–thermal solar collectors for air heating," Applied Energy, Elsevier, vol. 88(11), pages 3603-3614.
    3. Oruc, Muhammed E. & Desai, Amit V. & Kenis, Paul J.A. & Nuzzo, Ralph G., 2016. "Comprehensive energy analysis of a photovoltaic thermal water electrolyzer," Applied Energy, Elsevier, vol. 164(C), pages 294-302.
    4. Hazami, Majdi & Riahi, Ali & Mehdaoui, Farah & Nouicer, Omeima & Farhat, Abdelhamid, 2016. "Energetic and exergetic performances analysis of a PV/T (photovoltaic thermal) solar system tested and simulated under to Tunisian (North Africa) climatic conditions," Energy, Elsevier, vol. 107(C), pages 78-94.
    5. Good, Clara, 2016. "Environmental impact assessments of hybrid photovoltaic–thermal (PV/T) systems – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 55(C), pages 234-239.
    6. Kasaeian, Alibakhsh & Eshghi, Amin Toghi & Sameti, Mohammad, 2015. "A review on the applications of nanofluids in solar energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 43(C), pages 584-598.
    7. Mortazavi, Arsham & Ameri, Mehran, 2018. "Conventional and advanced exergy analysis of solar flat plate air collectors," Energy, Elsevier, vol. 142(C), pages 277-288.
    8. Agrawal, Basant & Tiwari, G.N., 2010. "Optimizing the energy and exergy of building integrated photovoltaic thermal (BIPVT) systems under cold climatic conditions," Applied Energy, Elsevier, vol. 87(2), pages 417-426, February.
    9. Tiwari, Sumit & Tiwari, G.N., 2016. "Exergoeconomic analysis of photovoltaic-thermal (PVT) mixed mode greenhouse solar dryer," Energy, Elsevier, vol. 114(C), pages 155-164.
    10. Fitriani, & Ovik, R. & Long, B.D. & Barma, M.C. & Riaz, M. & Sabri, M.F.M. & Said, S.M. & Saidur, R., 2016. "A review on nanostructures of high-temperature thermoelectric materials for waste heat recovery," Renewable and Sustainable Energy Reviews, Elsevier, vol. 64(C), pages 635-659.
    11. Al-Waeli, Ali H.A. & Sopian, K. & Kazem, Hussein A. & Chaichan, Miqdam T., 2017. "Photovoltaic/Thermal (PV/T) systems: Status and future prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 109-130.
    12. Wu, Jinshun & Zhang, Xingxing & Shen, Jingchun & Wu, Yupeng & Connelly, Karen & Yang, Tong & Tang, Llewellyn & Xiao, Manxuan & Wei, Yixuan & Jiang, Ke & Chen, Chao & Xu, Peng & Wang, Hong, 2017. "A review of thermal absorbers and their integration methods for the combined solar photovoltaic/thermal (PV/T) modules," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 839-854.
    13. Sobhnamayan, F. & Sarhaddi, F. & Alavi, M.A. & Farahat, S. & Yazdanpanahi, J., 2014. "Optimization of a solar photovoltaic thermal (PV/T) water collector based on exergy concept," Renewable Energy, Elsevier, vol. 68(C), pages 356-365.
    14. Das, Dudul & Kalita, Pankaj & Roy, Omkar, 2018. "Flat plate hybrid photovoltaic- thermal (PV/T) system: A review on design and development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 84(C), pages 111-130.
    15. Yazdanifard, Farideh & Ameri, Mehran & Ebrahimnia-Bajestan, Ehsan, 2017. "Performance of nanofluid-based photovoltaic/thermal systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 323-352.
    16. Javadi, F.S. & Saidur, R. & Kamalisarvestani, M., 2013. "Investigating performance improvement of solar collectors by using nanofluids," Renewable and Sustainable Energy Reviews, Elsevier, vol. 28(C), pages 232-245.
    17. Enescu, Diana & Virjoghe, Elena Otilia, 2014. "A review on thermoelectric cooling parameters and performance," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 903-916.
    18. Garcia-Heller, Veronica & Paredes, Stephan & Ong, Chin Lee & Ruch, Patrick & Michel, Bruno, 2014. "Exergoeconomic analysis of high concentration photovoltaic thermal co-generation system for space cooling," Renewable and Sustainable Energy Reviews, Elsevier, vol. 34(C), pages 8-19.
    19. Chaudhry, Hassam Nasarullah & Hughes, Ben Richard & Ghani, Saud Abdul, 2012. "A review of heat pipe systems for heat recovery and renewable energy applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(4), pages 2249-2259.
    20. Calise, Francesco & Palombo, Adolfo & Vanoli, Laura, 2012. "A finite-volume model of a parabolic trough photovoltaic/thermal collector: Energetic and exergetic analyses," Energy, Elsevier, vol. 46(1), pages 283-294.
    21. Chen, Hongbing & Zhang, Lei & Jie, Pengfei & Xiong, Yaxuan & Xu, Peng & Zhai, Huixing, 2017. "Performance study of heat-pipe solar photovoltaic/thermal heat pump system," Applied Energy, Elsevier, vol. 190(C), pages 960-980.
    22. Tiwari, Arvind & Dubey, Swapnil & Sandhu, G.S. & Sodha, M.S. & Anwar, S.I., 2009. "Exergy analysis of integrated photovoltaic thermal solar water heater under constant flow rate and constant collection temperature modes," Applied Energy, Elsevier, vol. 86(12), pages 2592-2597, December.
    23. Nayak, Sujata & Tiwari, G.N., 2010. "Energy metrics of photovoltaic/thermal and earth air heat exchanger integrated greenhouse for different climatic conditions of India," Applied Energy, Elsevier, vol. 87(10), pages 2984-2993, October.
    24. Hassani, Samir & Taylor, Robert A. & Mekhilef, Saad & Saidur, R., 2016. "A cascade nanofluid-based PV/T system with optimized optical and thermal properties," Energy, Elsevier, vol. 112(C), pages 963-975.
    25. Daghigh, R. & Ruslan, M.H. & Sopian, K., 2011. "Advances in liquid based photovoltaic/thermal (PV/T) collectors," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(8), pages 4156-4170.
    26. Khanafer, Khalil & Vafai, Kambiz, 2018. "A review on the applications of nanofluids in solar energy field," Renewable Energy, Elsevier, vol. 123(C), pages 398-406.
    27. Bayrak, Fatih & Abu-Hamdeh, Nidal & Alnefaie, Khaled A. & Öztop, Hakan F., 2017. "A review on exergy analysis of solar electricity production," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 755-770.
    28. Elbreki, A.M. & Alghoul, M.A. & Al-Shamani, A.N. & Ammar, A.A. & Yegani, Bita & Aboghrara, Alsanossi M. & Rusaln, M.H. & Sopian, K., 2016. "The role of climatic-design-operational parameters on combined PV/T collector performance: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 602-647.
    29. Sathe, Tushar M. & Dhoble, A.S., 2017. "A review on recent advancements in photovoltaic thermal techniques," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 645-672.
    30. Debbarma, Mary & Sudhakar, K. & Baredar, Prashant, 2017. "Thermal modeling, exergy analysis, performance of BIPV and BIPVT: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 73(C), pages 1276-1288.
    31. Sardarabadi, Mohammad & Passandideh-Fard, Mohammad & Zeinali Heris, Saeed, 2014. "Experimental investigation of the effects of silica/water nanofluid on PV/T (photovoltaic thermal units)," Energy, Elsevier, vol. 66(C), pages 264-272.
    32. Fuentes, M. & Vivar, M. & de la Casa, J. & Aguilera, J., 2018. "An experimental comparison between commercial hybrid PV-T and simple PV systems intended for BIPV," Renewable and Sustainable Energy Reviews, Elsevier, vol. 93(C), pages 110-120.
    33. Chow, T.T. & Pei, G. & Fong, K.F. & Lin, Z. & Chan, A.L.S. & Ji, J., 2009. "Energy and exergy analysis of photovoltaic-thermal collector with and without glass cover," Applied Energy, Elsevier, vol. 86(3), pages 310-316, March.
    34. Yang, Xiaojiao & Sun, Liangliang & Yuan, Yanping & Zhao, Xudong & Cao, Xiaoling, 2018. "Experimental investigation on performance comparison of PV/T-PCM system and PV/T system," Renewable Energy, Elsevier, vol. 119(C), pages 152-159.
    35. Hosseinzadeh, Mohammad & Sardarabadi, Mohammad & Passandideh-Fard, Mohammad, 2018. "Energy and exergy analysis of nanofluid based photovoltaic thermal system integrated with phase change material," Energy, Elsevier, vol. 147(C), pages 636-647.
    36. Yazdanifard, Farideh & Ebrahimnia-Bajestan, Ehsan & Ameri, Mehran, 2016. "Investigating the performance of a water-based photovoltaic/thermal (PV/T) collector in laminar and turbulent flow regime," Renewable Energy, Elsevier, vol. 99(C), pages 295-306.
    37. Gaur, Ankita & Ménézo, Christophe & Giroux--Julien, Stéphanie, 2017. "Numerical studies on thermal and electrical performance of a fully wetted absorber PVT collector with PCM as a storage medium," Renewable Energy, Elsevier, vol. 109(C), pages 168-187.
    38. Li, Dianhong & Xuan, Yimin & Li, Qiang & Hong, Hui, 2017. "Exergy and energy analysis of photovoltaic-thermoelectric hybrid systems," Energy, Elsevier, vol. 126(C), pages 343-351.
    39. Joshi, Anand S. & Tiwari, Arvind, 2007. "Energy and exergy efficiencies of a hybrid photovoltaic–thermal (PV/T) air collector," Renewable Energy, Elsevier, vol. 32(13), pages 2223-2241.
    40. Kalogirou, Soteris A. & Karellas, Sotirios & Badescu, Viorel & Braimakis, Konstantinos, 2016. "Exergy analysis on solar thermal systems: A better understanding of their sustainability," Renewable Energy, Elsevier, vol. 85(C), pages 1328-1333.
    41. Widyolar, Bennett K. & Abdelhamid, Mahmoud & Jiang, Lun & Winston, Roland & Yablonovitch, Eli & Scranton, Gregg & Cygan, David & Abbasi, Hamid & Kozlov, Aleksandr, 2017. "Design, simulation and experimental characterization of a novel parabolic trough hybrid solar photovoltaic/thermal (PV/T) collector," Renewable Energy, Elsevier, vol. 101(C), pages 1379-1389.
    42. Kazemian, Arash & Hosseinzadeh, Mohammad & Sardarabadi, Mohammad & Passandideh-Fard, Mohammad, 2018. "Experimental study of using both ethylene glycol and phase change material as coolant in photovoltaic thermal systems (PVT) from energy, exergy and entropy generation viewpoints," Energy, Elsevier, vol. 162(C), pages 210-223.
    43. Brekke, Nick & Dale, John & DeJarnette, Drew & Hari, Parameswar & Orosz, Matthew & Roberts, Kenneth & Tunkara, Ebrima & Otanicar, Todd, 2018. "Detailed performance model of a hybrid photovoltaic/thermal system utilizing selective spectral nanofluid absorption," Renewable Energy, Elsevier, vol. 123(C), pages 683-693.
    44. Tsatsaronis, George, 2007. "Definitions and nomenclature in exergy analysis and exergoeconomics," Energy, Elsevier, vol. 32(4), pages 249-253.
    45. Zhu, Wei & Deng, Yuan & Wang, Yao & Shen, Shengfei & Gulfam, Raza, 2016. "High-performance photovoltaic-thermoelectric hybrid power generation system with optimized thermal management," Energy, Elsevier, vol. 100(C), pages 91-101.
    46. Gholampour, Maysam & Ameri, Mehran, 2016. "Energy and exergy analyses of Photovoltaic/Thermal flat transpired collectors: Experimental and theoretical study," Applied Energy, Elsevier, vol. 164(C), pages 837-856.
    47. Sharaf, Omar Z. & Orhan, Mehmet F., 2018. "Comparative thermodynamic analysis of densely-packed concentrated photovoltaic thermal (CPVT) solar collectors in thermally in-series and in-parallel receiver configurations," Renewable Energy, Elsevier, vol. 126(C), pages 296-321.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hong, Wenpeng & Li, Boyu & Li, Haoran & Niu, Xiaojuan & Li, Yan & Lan, Jingrui, 2022. "Recent progress in thermal energy recovery from the decoupled photovoltaic/thermal system equipped with spectral splitters," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
    2. Xia, Xiaokang & Wei, Wei & Yu, Bendong & Li, Niansi & Ji, Jie, 2024. "Experiment and numerical investigation on a spectral splitting PV/T system for electrical energy and thermal output," Energy, Elsevier, vol. 288(C).
    3. Khani, M.S. & Baneshi, M. & Eslami, M., 2019. "Bi-objective optimization of photovoltaic-thermal (PV/T) solar collectors according to various weather conditions using genetic algorithm: A numerical modeling," Energy, Elsevier, vol. 189(C).
    4. Ren, Fukang & Wei, Ziqing & Zhai, Xiaoqiang, 2022. "A review on the integration and optimization of distributed energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 162(C).
    5. Vengadesan, Elumalai & Senthil, Ramalingam, 2020. "A review on recent developments in thermal performance enhancement methods of flat plate solar air collector," Renewable and Sustainable Energy Reviews, Elsevier, vol. 134(C).
    6. Yu, Qinghua & Chen, Xi & Yang, Hongxing, 2021. "Research progress on utilization of phase change materials in photovoltaic/thermal systems: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 149(C).
    7. Vaziri Rad, Mohammad Amin & Kasaeian, Alibakhsh & Mousavi, Soroush & Rajaee, Fatemeh & Kouravand, Amir, 2021. "Empirical investigation of a photovoltaic-thermal system with phase change materials and aluminum shavings porous media," Renewable Energy, Elsevier, vol. 167(C), pages 662-675.
    8. Shahsavar, Amin & Alwaeli, Ali H.A. & Azimi, Neda & Rostami, Shirin & Sopian, Kamaruzzaman & Arıcı, Müslüm & Estellé, Patrice & Nižetić, Sandro & Kasaeian, Alibakhsh & Ali, Hafiz Muhammad & Ma, Zhenju, 2022. "Exergy studies in water-based and nanofluid-based photovoltaic/thermal collectors: Status and prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
    9. Wang, Jiangjiang & Han, Zepeng & Guan, Zhimin, 2020. "Hybrid solar-assisted combined cooling, heating, and power systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 133(C).
    10. Zhang, Xi & Zhu, Qingyuan & Li, Xingchen & Pan, Yinghao, 2023. "The impact of government subsidy on photovoltaic enterprises independent innovation based on the evolutionary game theory," Energy, Elsevier, vol. 285(C).
    11. Firoozzadeh, Mohammad & Shiravi, Amir Hossein & Lotfi, Marzieh & Aidarova, Saule & Sharipova, Altynay, 2021. "Optimum concentration of carbon black aqueous nanofluid as coolant of photovoltaic modules: A case study," Energy, Elsevier, vol. 225(C).
    12. Darkwa, J. & Calautit, J. & Du, D. & Kokogianakis, G., 2019. "A numerical and experimental analysis of an integrated TEG-PCM power enhancement system for photovoltaic cells," Applied Energy, Elsevier, vol. 248(C), pages 688-701.
    13. Li, Shuijia & Gong, Wenyin & Gu, Qiong, 2021. "A comprehensive survey on meta-heuristic algorithms for parameter extraction of photovoltaic models," Renewable and Sustainable Energy Reviews, Elsevier, vol. 141(C).
    14. Jarimi, Hasila & Al-Waeli, Ali H.A. & Razak, Tajul Rosli & Abu Bakar, Mohd Nazari & Fazlizan, Ahmad & Ibrahim, Adnan & Sopian, Kamaruzzaman, 2022. "Neural network modelling and performance estimation of dual-fluid photovoltaic thermal solar collectors in tropical climate conditions," Renewable Energy, Elsevier, vol. 197(C), pages 1009-1019.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Das, Dudul & Kalita, Pankaj & Roy, Omkar, 2018. "Flat plate hybrid photovoltaic- thermal (PV/T) system: A review on design and development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 84(C), pages 111-130.
    2. Shahsavar, Amin & Alwaeli, Ali H.A. & Azimi, Neda & Rostami, Shirin & Sopian, Kamaruzzaman & Arıcı, Müslüm & Estellé, Patrice & Nižetić, Sandro & Kasaeian, Alibakhsh & Ali, Hafiz Muhammad & Ma, Zhenju, 2022. "Exergy studies in water-based and nanofluid-based photovoltaic/thermal collectors: Status and prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
    3. Sathe, Tushar M. & Dhoble, A.S., 2017. "A review on recent advancements in photovoltaic thermal techniques," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 645-672.
    4. Nazri, Nurul Syakirah & Fudholi, Ahmad & Mustafa, Wan & Yen, Chan Hoy & Mohammad, Masita & Ruslan, Mohd Hafidz & Sopian, Kamaruzzaman, 2019. "Exergy and improvement potential of hybrid photovoltaic thermal/thermoelectric (PVT/TE) air collector," Renewable and Sustainable Energy Reviews, Elsevier, vol. 111(C), pages 132-144.
    5. Pang, Wei & Cui, Yanan & Zhang, Qian & Wilson, Gregory.J. & Yan, Hui, 2020. "A comparative analysis on performances of flat plate photovoltaic/thermal collectors in view of operating media, structural designs, and climate conditions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 119(C).
    6. Reji Kumar, R. & Samykano, M. & Pandey, A.K. & Kadirgama, K. & Tyagi, V.V., 2020. "Phase change materials and nano-enhanced phase change materials for thermal energy storage in photovoltaic thermal systems: A futuristic approach and its technical challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 133(C).
    7. Bayrak, Fatih & Abu-Hamdeh, Nidal & Alnefaie, Khaled A. & Öztop, Hakan F., 2017. "A review on exergy analysis of solar electricity production," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 755-770.
    8. Said, Zafar & Arora, Sahil & Bellos, Evangelos, 2018. "A review on performance and environmental effects of conventional and nanofluid-based thermal photovoltaics," Renewable and Sustainable Energy Reviews, Elsevier, vol. 94(C), pages 302-316.
    9. Yazdanifard, Farideh & Ameri, Mehran & Ebrahimnia-Bajestan, Ehsan, 2017. "Performance of nanofluid-based photovoltaic/thermal systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 323-352.
    10. Cui, Yuanlong & Zhu, Jie & Zoras, Stamatis & Zhang, Jizhe, 2021. "Comprehensive review of the recent advances in PV/T system with loop-pipe configuration and nanofluid," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    11. Michael, Jee Joe & S, Iniyan & Goic, Ranko, 2015. "Flat plate solar photovoltaic–thermal (PV/T) systems: A reference guide," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 62-88.
    12. Islam, M.M. & Hasanuzzaman, M. & Rahim, N.A. & Pandey, A.K. & Rawa, M. & Kumar, L., 2021. "Real time experimental performance investigation of a NePCM based photovoltaic thermal system: An energetic and exergetic approach," Renewable Energy, Elsevier, vol. 172(C), pages 71-87.
    13. Chen, J.F. & Zhang, L. & Dai, Y.J., 2018. "Performance analysis and multi-objective optimization of a hybrid photovoltaic/thermal collector for domestic hot water application," Energy, Elsevier, vol. 143(C), pages 500-516.
    14. Fudholi, Ahmad & Zohri, Muhammad & Rukman, Nurul Shahirah Binti & Nazri, Nurul Syakirah & Mustapha, Muslizainun & Yen, Chan Hoy & Mohammad, Masita & Sopian, Kamaruzzaman, 2019. "Exergy and sustainability index of photovoltaic thermal (PVT) air collector: A theoretical and experimental study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 100(C), pages 44-51.
    15. Deka, Manash Jyoti & Kamble, Akash Dilip & Das, Dudul & Sharma, Prabhakar & Ali, Shahadath & Kalita, Paragmoni & Bora, Bhaskor Jyoti & Kalita, Pankaj, 2024. "Enhancing the performance of a photovoltaic thermal system with phase change materials: Predictive modelling and evaluation using neural networks," Renewable Energy, Elsevier, vol. 224(C).
    16. Yin, Ershuai & Li, Qiang & Xuan, Yimin, 2019. "Feasibility analysis of a concentrating photovoltaic-thermoelectric-thermal cogeneration," Applied Energy, Elsevier, vol. 236(C), pages 560-573.
    17. Yu, Qinghua & Chen, Xi & Yang, Hongxing, 2021. "Research progress on utilization of phase change materials in photovoltaic/thermal systems: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 149(C).
    18. Jia, Yuting & Alva, Guruprasad & Fang, Guiyin, 2019. "Development and applications of photovoltaic–thermal systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 102(C), pages 249-265.
    19. Kazemian, Arash & Hosseinzadeh, Mohammad & Sardarabadi, Mohammad & Passandideh-Fard, Mohammad, 2018. "Experimental study of using both ethylene glycol and phase change material as coolant in photovoltaic thermal systems (PVT) from energy, exergy and entropy generation viewpoints," Energy, Elsevier, vol. 162(C), pages 210-223.
    20. Khani, M.S. & Baneshi, M. & Eslami, M., 2019. "Bi-objective optimization of photovoltaic-thermal (PV/T) solar collectors according to various weather conditions using genetic algorithm: A numerical modeling," Energy, Elsevier, vol. 189(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:rensus:v:97:y:2018:i:c:p:529-553. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/600126/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.