IDEAS home Printed from https://ideas.repec.org/a/eee/rensus/v149y2021ics1364032121006006.html
   My bibliography  Save this article

Research progress on utilization of phase change materials in photovoltaic/thermal systems: A critical review

Author

Listed:
  • Yu, Qinghua
  • Chen, Xi
  • Yang, Hongxing

Abstract

A photovoltaic/thermal (PV/T) technology, producing electricity and heat simultaneously, has attracted extensive attention. Integration of phase change materials (PCMs) into PV/T systems as auxiliary cooling media or/and heat storage media to improve the system performances has been prevalent in recent years. This paper aims to critically and comprehensively review the research progress concerning utilization of PCMs in PV/T systems. The adopted performance evaluation indexes and applied PCMs in various PV/T systems are gathered and analysed. The configurations and effects of bulk PCMs in standalone PV/T modules, building-integrated PV/T systems and PV/T systems integrated with other energy conversion technologies are elaborated with special attention paid to the microencapsulated PCM (MPCM) slurry applied in PV/T modules. The effects of thermophysical properties and mass of PCM/MPCM, operation parameters of working fluids, and environmental conditions are also discussed, whilst heat transfer enhancement approaches for PV/T-PCM modules are explored. It has been identified that the integration of PCMs can effectively elevate the system performances when the phase change temperature and operation parameters are carefully tailored according to environmental conditions. Finally, research prospects and opportunities are proposed in terms of material fabrication and modification, system integration, model development as well as performance analysis. The review can provide crucial references for high-efficiency PV/T-PCM system design and further development of relevant technologies.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:rensus:v:149:y:2021:i:c:s1364032121006006
    DOI: 10.1016/j.rser.2021.111313
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1364032121006006
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.rser.2021.111313?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. 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.
    2. Abdelrazik, Ahmed S. & Al-Sulaiman, FA & Saidur, R. & Ben-Mansour, R., 2018. "A review on recent development for the design and packaging of hybrid photovoltaic/thermal (PV/T) solar systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 95(C), pages 110-129.
    3. 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.
    4. Han, Xinyue & Xue, Dengshuai & Zheng, Jun & Alelyani, Sami M. & Chen, Xiaobin, 2019. "Spectral characterization of spectrally selective liquid absorption filters and exploring their effects on concentrator solar cells," Renewable Energy, Elsevier, vol. 131(C), pages 938-945.
    5. Salunkhe, Pramod B. & Shembekar, Prashant S., 2012. "A review on effect of phase change material encapsulation on the thermal performance of a system," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(8), pages 5603-5616.
    6. Han, Xinyue & Chen, Xiaobin & Sun, Yao & Qu, Jian, 2020. "Performance improvement of a PV/T system utilizing Ag/CoSO4-propylene glycol nanofluid optical filter," Energy, Elsevier, vol. 192(C).
    7. Cui, Tengfei & Xuan, Yimin & Yin, Ershuai & Li, Qiang & Li, Dianhong, 2017. "Experimental investigation on potential of a concentrated photovoltaic-thermoelectric system with phase change materials," Energy, Elsevier, vol. 122(C), pages 94-102.
    8. Yuan, Weiqi & Ji, Jie & Modjinou, Mawufemo & Zhou, Fan & Li, Zhaomeng & Song, Zhiying & Huang, Shengjuan & Zhao, Xudong, 2018. "Numerical simulation and experimental validation of the solar photovoltaic/thermal system with phase change material," Applied Energy, Elsevier, vol. 232(C), pages 715-727.
    9. Pereira, Ricardo & Aelenei, Laura, 2019. "Optimization assessment of the energy performance of a BIPV/T-PCM system using Genetic Algorithms," Renewable Energy, Elsevier, vol. 137(C), pages 157-166.
    10. 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.
    11. Joshi, Sandeep S. & Dhoble, Ashwinkumar S., 2018. "Photovoltaic -Thermal systems (PVT): Technology review and future trends," Renewable and Sustainable Energy Reviews, Elsevier, vol. 92(C), pages 848-882.
    12. M. M. Sarafraz & Mohammad Reza Safaei & Arturo S. Leon & Iskander Tlili & Tawfeeq Abdullah Alkanhal & Zhe Tian & Marjan Goodarzi & M. Arjomandi, 2019. "Experimental Investigation on Thermal Performance of a PV/T-PCM (Photovoltaic/Thermal) System Cooling with a PCM and Nanofluid," Energies, MDPI, vol. 12(13), pages 1-16, July.
    13. Ma, Tao & Li, Meng & Kazemian, Arash, 2020. "Photovoltaic thermal module and solar thermal collector connected in series to produce electricity and high-grade heat simultaneously," Applied Energy, Elsevier, vol. 261(C).
    14. Yetao Xiang & Guohui Gan, 2015. "Optimization of building-integrated photovoltaic thermal air system combined with thermal storage," International Journal of Low-Carbon Technologies, Oxford University Press, vol. 10(2), pages 146-156.
    15. Qiu, Zhongzhu & Ma, Xiaoli & Zhao, Xudong & Li, Peng & Ali, Samira, 2016. "Experimental investigation of the energy performance of a novel Micro-encapsulated Phase Change Material (MPCM) slurry based PV/T system," Applied Energy, Elsevier, vol. 165(C), pages 260-271.
    16. Yu, Qinghua & Tchuenbou-Magaia, Fideline & Al-Duri, Bushra & Zhang, Zhibing & Ding, Yulong & Li, Yongliang, 2018. "Thermo-mechanical analysis of microcapsules containing phase change materials for cold storage," Applied Energy, Elsevier, vol. 211(C), pages 1190-1202.
    17. Diallo, Thierno M.O. & Yu, Min & Zhou, Jinzhi & Zhao, Xudong & Shittu, Samson & Li, Guiqiang & Ji, Jie & Hardy, David, 2019. "Energy performance analysis of a novel solar PVT loop heat pipe employing a microchannel heat pipe evaporator and a PCM triple heat exchanger," Energy, Elsevier, vol. 167(C), pages 866-888.
    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. Tashtoush, Bourhan M. & Al-Nimr, Moh'd A. & Khasawneh, Mohammad A., 2019. "A comprehensive review of ejector design, performance, and applications," Applied Energy, Elsevier, vol. 240(C), pages 138-172.
    20. Modjinou, Mawufemo & Ji, Jie & Yuan, Weiqi & Zhou, Fan & Holliday, Sarah & Waqas, Adeel & Zhao, Xudong, 2019. "Performance comparison of encapsulated PCM PV/T, microchannel heat pipe PV/T and conventional PV/T systems," Energy, Elsevier, vol. 166(C), pages 1249-1266.
    21. Abbas, Naseem & Awan, Muhammad Bilal & Amer, Mohammed & Ammar, Syed Muhammad & Sajjad, Uzair & Ali, Hafiz Muhammad & Zahra, Nida & Hussain, Muzamil & Badshah, Mohsin Ali & Jafry, Ali Turab, 2019. "Applications of nanofluids in photovoltaic thermal systems: A review of recent advances," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 536(C).
    22. Waqas, Adeel & Ji, Jie & Xu, Lijie & Ali, Majid & Zeashan, & Alvi, Jahanzeb, 2018. "Thermal and electrical management of photovoltaic panels using phase change materials – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 92(C), pages 254-271.
    23. Salem, M.R. & Elsayed, M.M. & Abd-Elaziz, A.A. & Elshazly, K.M., 2019. "Performance enhancement of the photovoltaic cells using Al2O3/PCM mixture and/or water cooling-techniques," Renewable Energy, Elsevier, vol. 138(C), pages 876-890.
    24. Karthick, A. & Murugavel, K. Kalidasa & Ramanan, P., 2018. "Performance enhancement of a building-integrated photovoltaic module using phase change material," Energy, Elsevier, vol. 142(C), pages 803-812.
    25. Yang, Tingting & Athienitis, Andreas K., 2016. "A review of research and developments of building-integrated photovoltaic/thermal (BIPV/T) systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 66(C), pages 886-912.
    26. Yang, Xiaohu & Guo, Zengxu & Liu, Yanhua & Jin, Liwen & He, Ya-Ling, 2019. "Effect of inclination on the thermal response of composite phase change materials for thermal energy storage," Applied Energy, Elsevier, vol. 238(C), pages 22-33.
    27. Lin, Wenye & Ma, Zhenjun, 2016. "Using Taguchi-Fibonacci search method to optimize phase change materials enhanced buildings with integrated solar photovoltaic thermal collectors," Energy, Elsevier, vol. 106(C), pages 23-37.
    28. Abdelrazik, A.S. & Saidur, R. & Al-Sulaiman, F.A., 2021. "Investigation of the performance of a hybrid PV/thermal system using water/silver nanofluid-based optical filter," Energy, Elsevier, vol. 215(PB).
    29. Yao, Jian & Zheng, Sihang & Chen, Daochuan & Dai, Yanjun & Huang, Mingjun, 2021. "Performance improvement of vapor-injection heat pump system by employing PVT collector/evaporator for residential heating in cold climate region," Energy, Elsevier, vol. 219(C).
    30. Li, Guiqiang & Shittu, Samson & zhou, Kai & Zhao, Xudong & Ma, Xiaoli, 2019. "Preliminary experiment on a novel photovoltaic-thermoelectric system in summer," Energy, Elsevier, vol. 188(C).
    31. Kumar, Anil & Baredar, Prashant & Qureshi, Uzma, 2015. "Historical and recent development of photovoltaic thermal (PVT) technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 1428-1436.
    32. Fayaz, H. & Rahim, N.A. & Hasanuzzaman, M. & Nasrin, R. & Rivai, A., 2019. "Numerical and experimental investigation of the effect of operating conditions on performance of PVT and PVT-PCM," Renewable Energy, Elsevier, vol. 143(C), pages 827-841.
    33. Hossain, M.S. & Pandey, A.K. & Selvaraj, Jeyraj & Rahim, Nasrudin Abd & Islam, M.M. & Tyagi, V.V., 2019. "Two side serpentine flow based photovoltaic-thermal-phase change materials (PVT-PCM) system: Energy, exergy and economic analysis," Renewable Energy, Elsevier, vol. 136(C), pages 1320-1336.
    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. Al-Waeli, Ali H.A. & Kazem, Hussein A. & Yousif, Jabar H. & Chaichan, Miqdam T. & Sopian, K., 2020. "Mathematical and neural network modeling for predicting and analyzing of nanofluid-nano PCM photovoltaic thermal systems performance," Renewable Energy, Elsevier, vol. 145(C), pages 963-980.
    37. Ren, Xiao & Yu, Min & Zhao, Xudong & Li, Jing & Zheng, Siming & Chen, Fucheng & Wang, Zhangyuan & Zhou, Jinzhi & Pei, Gang & Ji, Jie, 2020. "Assessment of the cost reduction potential of a novel loop-heat-pipe solar photovoltaic/thermal system by employing the distributed parameter model," Energy, Elsevier, vol. 190(C).
    38. Kuo, Chung-Feng Jeffrey & Yang, Pei-Chung & Umar, Mega Lazuardi & Lan, Wei-Lun, 2019. "A bifacial photovoltaic thermal system design with parameter optimization and performance beneficial validation," Applied Energy, Elsevier, vol. 247(C), pages 335-349.
    39. Rejeb, Oussama & Gaillard, Leon & Giroux-Julien, Stéphanie & Ghenai, Chaouki & Jemni, Abdelmajid & Bettayeb, Maamar & Menezo, Christophe, 2020. "Novel solar PV/Thermal collector design for the enhancement of thermal and electrical performances," Renewable Energy, Elsevier, vol. 146(C), pages 610-627.
    40. Chen, Haiping & Zhang, Heng & Li, Mingjie & Liu, Haowen & Huang, Jiguang, 2018. "Experimental investigation of a novel LCPV/T system with micro-channel heat pipe array," Renewable Energy, Elsevier, vol. 115(C), pages 773-782.
    41. Hedayati-Mehdiabadi, Erfan & Sarhaddi, Faramarz & Sobhnamayan, Fatemeh, 2020. "Exergy performance evaluation of a basin-type double-slope solar still equipped with phase-change material and PV/T collector," Renewable Energy, Elsevier, vol. 145(C), pages 2409-2425.
    42. Xiaohong Liu & Yuekuan Zhou & Chun-Qing Li & Yaolin Lin & Wei Yang & Guoqiang Zhang, 2019. "Optimization of a New Phase Change Material Integrated Photovoltaic/Thermal Panel with The Active Cooling Technique Using Taguchi Method," Energies, MDPI, vol. 12(6), pages 1-22, March.
    43. Qiu, Zhongzhu & Zhao, Xudong & Li, Peng & Zhang, Xingxing & Ali, Samira & Tan, Junyi, 2015. "Theoretical investigation of the energy performance of a novel MPCM (Microencapsulated Phase Change Material) slurry based PV/T module," Energy, Elsevier, vol. 87(C), pages 686-698.
    44. 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.
    45. Braimakis, Konstantinos, 2021. "Solar ejector cooling systems: A review," Renewable Energy, Elsevier, vol. 164(C), pages 566-602.
    46. Lari, Muhammad O. & Sahin, Ahmet Z., 2018. "Effect of retrofitting a silver/water nanofluid-based photovoltaic/thermal (PV/T) system with a PCM-thermal battery for residential applications," Renewable Energy, Elsevier, vol. 122(C), pages 98-107.
    47. Xiaojiao Yang & Jinzhi Zhou & Yanping Yuan, 2019. "Energy Performance of an Encapsulated Phase Change Material PV/T System," Energies, MDPI, vol. 12(20), pages 1-16, October.
    48. 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.
    49. Yang, Xiaohu & Yu, Jiabang & Guo, Zengxu & Jin, Liwen & He, Ya-Ling, 2019. "Role of porous metal foam on the heat transfer enhancement for a thermal energy storage tube," Applied Energy, Elsevier, vol. 239(C), pages 142-156.
    50. Kazemian, Arash & Salari, Ali & Hakkaki-Fard, Ali & Ma, Tao, 2019. "Numerical investigation and parametric analysis of a photovoltaic thermal system integrated with phase change material," Applied Energy, Elsevier, vol. 238(C), pages 734-746.
    51. Eisapour, M. & Eisapour, Amir Hossein & Hosseini, M.J. & Talebizadehsardari, P., 2020. "Exergy and energy analysis of wavy tubes photovoltaic-thermal systems using microencapsulated PCM nano-slurry coolant fluid," Applied Energy, Elsevier, vol. 266(C).
    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. Liu, Liu & Niu, Jianlei & Wu, Jian-Yong, 2023. "Improving energy efficiency of photovoltaic/thermal systems by cooling with PCM nano-emulsions: An indoor experimental study," Renewable Energy, Elsevier, vol. 203(C), pages 568-582.
    2. Yao, Haichen & Liu, Xianglei & Li, Jiawei & Luo, Qingyang & Tian, Yang & Xuan, Yimin, 2023. "Chloroplast-granum inspired phase change capsules accelerate energy storage of packed-bed thermal energy storage system," Energy, Elsevier, vol. 284(C).
    3. 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).
    4. Shahsavar, Amin & Arıcı, Müslüm, 2023. "Energy and exergy analysis and optimization of a novel heating, cooling, and electricity generation system composed of PV/T-heat pipe system and thermal wheel," Renewable Energy, Elsevier, vol. 203(C), pages 394-406.
    5. Zheng, Xinyao & Zhou, Yuekuan, 2023. "A three-dimensional unsteady numerical model on a novel aerogel-based PV/T-PCM system with dynamic heat-transfer mechanism and solar energy harvesting analysis," Applied Energy, Elsevier, vol. 338(C).
    6. Abdelrazik, A.S. & Shboul, Bashar & Elwardany, Mohamed & Zohny, R.N. & Osama, Ahmed, 2022. "The recent advancements in the building integrated photovoltaic/thermal (BIPV/T) systems: An updated review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 170(C).
    7. Gao, Yuanzhi & Wu, Dongxu & Dai, Zhaofeng & Wang, Changling & Chen, Bo & Zhang, Xiaosong, 2023. "A comprehensive review of the current status, developments, and outlooks of heat pipe photovoltaic and photovoltaic/thermal systems," Renewable Energy, Elsevier, vol. 207(C), pages 539-574.
    8. Hu, Mingke & Zhao, Bin & Suhendri, & Ao, Xianze & Cao, Jingyu & Wang, Qiliang & Riffat, Saffa & Su, Yuehong & Pei, Gang, 2022. "Applications of radiative sky cooling in solar energy systems: Progress, challenges, and prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 160(C).

    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. 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).
    2. Cui, Yuanlong & Zhu, Jie & Zhang, Fan & Shao, Yiming & Xue, Yibing, 2022. "Current status and future development of hybrid PV/T system with PCM module: 4E (energy, exergy, economic and environmental) assessments," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).
    3. 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.
    4. 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).
    5. Tariq, Rasikh & Xamán, J. & Bassam, A. & Ricalde, Luis J. & Soberanis, M.A. Escalante, 2020. "Multidimensional assessment of a photovoltaic air collector integrated phase changing material considering Mexican climatic conditions," Energy, Elsevier, vol. 209(C).
    6. Gao, Yuanzhi & Wu, Dongxu & Dai, Zhaofeng & Wang, Changling & Chen, Bo & Zhang, Xiaosong, 2023. "A comprehensive review of the current status, developments, and outlooks of heat pipe photovoltaic and photovoltaic/thermal systems," Renewable Energy, Elsevier, vol. 207(C), pages 539-574.
    7. Kumar, Laveet & Hasanuzzaman, M. & Rahim, N.A. & Islam, M.M., 2021. "Modeling, simulation and outdoor experimental performance analysis of a solar-assisted process heating system for industrial process heat," Renewable Energy, Elsevier, vol. 164(C), pages 656-673.
    8. Rezvanpour, Mohammad & Borooghani, Danial & Torabi, Farschad & Pazoki, Maryam, 2020. "Using CaCl2·6H2O as a phase change material for thermo-regulation and enhancing photovoltaic panels’ conversion efficiency: Experimental study and TRNSYS validation," Renewable Energy, Elsevier, vol. 146(C), pages 1907-1921.
    9. Karthikeyan Velmurugan & Rajvikram Madurai Elavarasan & Pham Van De & Vaithinathan Karthikeyan & Tulja Bhavani Korukonda & Joshuva Arockia Dhanraj & Kanchanok Emsaeng & Md. Shahariar Chowdhury & Kuaan, 2022. "A Review of Heat Batteries Based PV Module Cooling—Case Studies on Performance Enhancement of Large-Scale Solar PV System," Sustainability, MDPI, vol. 14(4), pages 1-65, February.
    10. 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.
    11. 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).
    12. Mukhamad Faeshol Umam & Md. Hasanuzzaman & Nasrudin Abd Rahim, 2022. "Global Advancement of Nanofluid-Based Sheet and Tube Collectors for a Photovoltaic Thermal System," Energies, MDPI, vol. 15(15), pages 1-37, August.
    13. 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).
    14. 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).
    15. Zhang, Chenyu & Wang, Ning & Yang, Qiguo & Xu, Hongtao & Qu, Zhiguo & Fang, Yuan, 2022. "Energy and exergy analysis of a switchable solar photovoltaic/thermal-phase change material system with thermal regulation strategies," Renewable Energy, Elsevier, vol. 196(C), pages 1392-1405.
    16. Kazemian, Arash & Khatibi, Meysam & Reza Maadi, Seyed & Ma, Tao, 2021. "Performance optimization of a nanofluid-based photovoltaic thermal system integrated with nano-enhanced phase change material," Applied Energy, Elsevier, vol. 295(C).
    17. Lamnatou, Chr. & Vaillon, R. & Parola, S. & Chemisana, D., 2021. "Photovoltaic/thermal systems based on concentrating and non-concentrating technologies: Working fluids at low, medium and high temperatures," Renewable and Sustainable Energy Reviews, Elsevier, vol. 137(C).
    18. 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.
    19. Maadi, Seyed Reza & Navegi, Ali & Solomin, Evgeny & Ahn, Ho Seon & Wongwises, Somchai & Mahian, Omid, 2021. "Performance improvement of a photovoltaic-thermal system using a wavy-strip insert with and without nanofluid," Energy, Elsevier, vol. 234(C).
    20. Liu, Liu & Niu, Jianlei & Wu, Jian-Yong, 2023. "Improving energy efficiency of photovoltaic/thermal systems by cooling with PCM nano-emulsions: An indoor experimental study," Renewable Energy, Elsevier, vol. 203(C), pages 568-582.

    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:149:y:2021:i:c:s1364032121006006. 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.