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Photovoltaic modules and their applications: A review on thermal modelling

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  1. Jouhara, H. & Szulgowska-Zgrzywa, M. & Sayegh, M.A. & Milko, J. & Danielewicz, J. & Nannou, T.K. & Lester, S.P., 2017. "The performance of a heat pipe based solar PV/T roof collector and its potential contribution in district heating applications," Energy, Elsevier, vol. 136(C), pages 117-125.
  2. Metin Gül & Ersin Akyüz, 2020. "Hydrogen Generation from a Small-Scale Solar Photovoltaic Thermal (PV/T) Electrolyzer System: Numerical Model and Experimental Verification," Energies, MDPI, vol. 13(11), pages 1-20, June.
  3. Martinopoulos, Georgios, 2020. "Are rooftop photovoltaic systems a sustainable solution for Europe? A life cycle impact assessment and cost analysis," Applied Energy, Elsevier, vol. 257(C).
  4. Afzali Gorouh, Hossein & Salmanzadeh, Mazyar & Nasseriyan, Pouriya & Hayati, Abolfazl & Cabral, Diogo & Gomes, João & Karlsson, Björn, 2022. "Thermal modelling and experimental evaluation of a novel concentrating photovoltaic thermal collector (CPVT) with parabolic concentrator," Renewable Energy, Elsevier, vol. 181(C), pages 535-553.
  5. 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.
  6. 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.
  7. Vega-Garita, Victor & Ramirez-Elizondo, Laura & Bauer, Pavol, 2017. "Physical integration of a photovoltaic-battery system: A thermal analysis," Applied Energy, Elsevier, vol. 208(C), pages 446-455.
  8. Wen, Hanguan & Liu, Xiufeng & Yang, Ming & Lei, Bo & Cheng, Xu & Chen, Zhe, 2023. "An energy demand-side management and net metering decision framework," Energy, Elsevier, vol. 271(C).
  9. Villemin, Thomas & Claverie, Rémy & Sawicki, Jean-Paul & Parent, Gilles, 2022. "Thermal characterization of a photovoltaic panel under controlled conditions," Renewable Energy, Elsevier, vol. 198(C), pages 28-40.
  10. Zhang, Zhen & Wu, Jun & Wang, Lei & Liu, Fuguang & Jia, Peng & Dai, Lei & Lu, Yue & Bian, Tiezheng, 2020. "The analysis on simulation and invalidation of hot-spot temperature distribution in micro-defective crystalline silicon solar cells," Renewable Energy, Elsevier, vol. 147(P1), pages 2218-2228.
  11. Han, Xinyue & Wang, Yiping & Zhu, Li, 2011. "Electrical and thermal performance of silicon concentrator solar cells immersed in dielectric liquids," Applied Energy, Elsevier, vol. 88(12), pages 4481-4489.
  12. Nasrin, R. & Hasanuzzaman, M. & Rahim, N.A., 2018. "Effect of high irradiation and cooling on power, energy and performance of a PVT system," Renewable Energy, Elsevier, vol. 116(PA), pages 552-569.
  13. Wenjie Zhang & Yuqiang Zhao & Fengcheng Huang & Yongheng Zhong & Jianwei Zhou, 2021. "Forecasting the Energy and Economic Benefits of Photovoltaic Technology in China’s Rural Areas," Sustainability, MDPI, vol. 13(15), pages 1-22, July.
  14. Manju, S. & Sagar, Netramani, 2017. "Progressing towards the development of sustainable energy: A critical review on the current status, applications, developmental barriers and prospects of solar photovoltaic systems in India," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 298-313.
  15. Liu, Zhijian & Liu, Yuanwei & He, Bao-Jie & Xu, Wei & Jin, Guangya & Zhang, Xutao, 2019. "Application and suitability analysis of the key technologies in nearly zero energy buildings in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 101(C), pages 329-345.
  16. Li, Guiqiang & Xuan, Qingdong & Pei, Gang & Su, Yuehong & Ji, Jie, 2018. "Effect of non-uniform illumination and temperature distribution on concentrating solar cell - A review," Energy, Elsevier, vol. 144(C), pages 1119-1136.
  17. 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).
  18. Keddouda, Abdelhak & Ihaddadene, Razika & Boukhari, Ali & Atia, Abdelmalek & Arıcı, Müslüm & Lebbihiat, Nacer & Ihaddadene, Nabila, 2024. "Photovoltaic module temperature prediction using various machine learning algorithms: Performance evaluation," Applied Energy, Elsevier, vol. 363(C).
  19. Zhu, Tao & Li, Qiang & Xuan, Yimin & Liu, Dong & Hong, Hui, 2019. "Performance investigation of a hybrid photovoltaics and mid-temperature methanol thermochemistry system," Applied Energy, Elsevier, vol. 256(C).
  20. Sadineni, Suresh B. & Atallah, Fady & Boehm, Robert F., 2012. "Impact of roof integrated PV orientation on the residential electricity peak demand," Applied Energy, Elsevier, vol. 92(C), pages 204-210.
  21. Rounis, Efstratios Dimitrios & Athienitis, Andreas & Stathopoulos, Theodore, 2021. "Review of air-based PV/T and BIPV/T systems - Performance and modelling," Renewable Energy, Elsevier, vol. 163(C), pages 1729-1753.
  22. Chung-Feng Jeffrey Kuo & Te-Li Su & Chao-Yang Huang & Han-Chang Liu & Jagadish Barman & Indira Kar, 2023. "Design and Development of a Symbiotic Agrivoltaic System for the Coexistence of Sustainable Solar Electricity Generation and Agriculture," Sustainability, MDPI, vol. 15(7), pages 1-22, March.
  23. Chrysanthos Maraveas & Christos-Spyridon Karavas & Dimitrios Loukatos & Thomas Bartzanas & Konstantinos G. Arvanitis & Eleni Symeonaki, 2023. "Agricultural Greenhouses: Resource Management Technologies and Perspectives for Zero Greenhouse Gas Emissions," Agriculture, MDPI, vol. 13(7), pages 1-46, July.
  24. Ren, Xiao & Li, Jing & Jiao, Dongsheng & Gao, Datong & Pei, Gang, 2020. "Temperature-dependent performance of amorphous silicon photovoltaic/thermal systems in the long term operation," Applied Energy, Elsevier, vol. 275(C).
  25. Yadav, Somil & Panda, S.K., 2020. "Thermal performance of BIPV system by considering periodic nature of insolation and optimum tilt-angle of PV panel," Renewable Energy, Elsevier, vol. 150(C), pages 136-146.
  26. Fazelpour, Farivar & Vafaeipour, Majid & Rahbari, Omid & Shirmohammadi, Reza, 2013. "Considerable parameters of using PV cells for solar-powered aircrafts," Renewable and Sustainable Energy Reviews, Elsevier, vol. 22(C), pages 81-91.
  27. Nižetić, S. & Grubišić- Čabo, F. & Marinić-Kragić, I. & Papadopoulos, A.M., 2016. "Experimental and numerical investigation of a backside convective cooling mechanism on photovoltaic panels," Energy, Elsevier, vol. 111(C), pages 211-225.
  28. Li, Danny H.W. & Yang, Liu & Lam, Joseph C., 2013. "Zero energy buildings and sustainable development implications – A review," Energy, Elsevier, vol. 54(C), pages 1-10.
  29. Ren, Haoshan & Sun, Yongjun & Albdoor, Ahmed K. & Tyagi, V.V. & Pandey, A.K. & Ma, Zhenjun, 2021. "Improving energy flexibility of a net-zero energy house using a solar-assisted air conditioning system with thermal energy storage and demand-side management," Applied Energy, Elsevier, vol. 285(C).
  30. 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.
  31. Gaur, Ankita & Tiwari, G.N., 2015. "Analytical expressions for temperature dependent electrical efficiencies of thin film BIOPVT systems," Applied Energy, Elsevier, vol. 146(C), pages 442-452.
  32. Hu, Jianhui & Chen, Wujun & Yang, Deqing & Zhao, Bing & Song, Hao & Ge, Binbin, 2016. "Energy performance of ETFE cushion roof integrated photovoltaic/thermal system on hot and cold days," Applied Energy, Elsevier, vol. 173(C), pages 40-51.
  33. Lukač, Niko & Žlaus, Danijel & Seme, Sebastijan & Žalik, Borut & Štumberger, Gorazd, 2013. "Rating of roofs’ surfaces regarding their solar potential and suitability for PV systems, based on LiDAR data," Applied Energy, Elsevier, vol. 102(C), pages 803-812.
  34. Dimri, Neha & Tiwari, Arvind & Tiwari, G.N., 2019. "Comparative study of photovoltaic thermal (PVT) integrated thermoelectric cooler (TEC) fluid collectors," Renewable Energy, Elsevier, vol. 134(C), pages 343-356.
  35. 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.
  36. Sohel, M. Imroz & Ma, Zhenjun & Cooper, Paul & Adams, Jamie & Scott, Robert, 2014. "A dynamic model for air-based photovoltaic thermal systems working under real operating conditions," Applied Energy, Elsevier, vol. 132(C), pages 216-225.
  37. Mariusz Szreder & Marek Miara, 2020. "Impact of Compressor Drive System Efficiency on Air Source Heat Pump Performance for Heating Hot Water," Sustainability, MDPI, vol. 12(24), pages 1-17, December.
  38. Royo, Patricia & Ferreira, Víctor J. & López-Sabirón, Ana M. & Ferreira, Germán, 2016. "Hybrid diagnosis to characterise the energy and environmental enhancement of photovoltaic modules using smart materials," Energy, Elsevier, vol. 101(C), pages 174-189.
  39. Kang, H.Y. & Wang, H. Paul, 2012. "Cu@C dispersed TiO2 for dye-sensitized solar cell photoanodes," Applied Energy, Elsevier, vol. 100(C), pages 144-147.
  40. Ghosh, Saptak & Nair, Akhilesh & Krishnan, S.S., 2015. "Techno-economic review of rooftop photovoltaic systems: Case studies of industrial, residential and off-grid rooftops in Bangalore, Karnataka," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 1132-1142.
  41. Xiaowei Ma & Zhiren Zhang & Hewen Bai & Jing Ren & Song Cheng & Xiaoning Kang, 2022. "A Mid/Long-Term Optimization Model of Power System Considering Cross-Regional Power Trade and Renewable Energy Absorption Interval," Energies, MDPI, vol. 15(10), pages 1-15, May.
  42. Zhang, Peng & Li, Wenyuan & Li, Sherwin & Wang, Yang & Xiao, Weidong, 2013. "Reliability assessment of photovoltaic power systems: Review of current status and future perspectives," Applied Energy, Elsevier, vol. 104(C), pages 822-833.
  43. Al-Shamani, Ali Najah & Alghoul, M.A. & Elbreki, A.M. & Ammar, A.A. & Abed, Azher M. & Sopian, K., 2018. "Mathematical and experimental evaluation of thermal and electrical efficiency of PV/T collector using different water based nano-fluids," Energy, Elsevier, vol. 145(C), pages 770-792.
  44. 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.
  45. 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).
  46. Attila Kostyák & Csaba Béres & Szabolcs Szekeres & Imre Csáky, 2022. "Buffer Tank Discharge Strategies in the Case of a Centrifugal Water Chiller," Energies, MDPI, vol. 16(1), pages 1-15, December.
  47. Evangelisti, Luca & De Lieto Vollaro, Roberto & Asdrubali, Francesco, 2019. "Latest advances on solar thermal collectors: A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 114(C), pages 1-1.
  48. 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.
  49. Saber, Esmail M. & Lee, Siew Eang & Manthapuri, Sumanth & Yi, Wang & Deb, Chirag, 2014. "PV (photovoltaics) performance evaluation and simulation-based energy yield prediction for tropical buildings," Energy, Elsevier, vol. 71(C), pages 588-595.
  50. Zhang, Xingxing & Zhao, Xudong & Xu, Jihuan & Yu, Xiaotong, 2013. "Characterization of a solar photovoltaic/loop-heat-pipe heat pump water heating system," Applied Energy, Elsevier, vol. 102(C), pages 1229-1245.
  51. Hu, Zhongting & He, Wei & Ji, Jie & Hu, Dengyun & Lv, Song & Chen, Hongbing & Shen, Zhihe, 2017. "Comparative study on the annual performance of three types of building integrated photovoltaic (BIPV) Trombe wall system," Applied Energy, Elsevier, vol. 194(C), pages 81-93.
  52. Yadav, Somil & Panda, S.K. & Hachem-Vermette, Caroline, 2020. "Method to improve performance of building integrated photovoltaic thermal system having optimum tilt and facing directions," Applied Energy, Elsevier, vol. 266(C).
  53. 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.
  54. Eke, Rustu & Senturk, Ali, 2013. "Monitoring the performance of single and triple junction amorphous silicon modules in two building integrated photovoltaic (BIPV) installations," Applied Energy, Elsevier, vol. 109(C), pages 154-162.
  55. Nasrin, R. & Rahim, N.A. & Fayaz, H. & Hasanuzzaman, M., 2018. "Water/MWCNT nanofluid based cooling system of PVT: Experimental and numerical research," Renewable Energy, Elsevier, vol. 121(C), pages 286-300.
  56. Areeba Naqvi & Ahsan Ali & Wael A. Altabey & Sallam A. Kouritem, 2022. "Energy Harvesting from Fluid Flow Using Piezoelectric Materials: A Review," Energies, MDPI, vol. 15(19), pages 1-35, October.
  57. Md Tofael Ahmed & Masud Rana Rashel & Mahmudul Islam & A. K. M. Kamrul Islam & Mouhaydine Tlemcani, 2024. "Classification and Parametric Analysis of Solar Hybrid PVT System: A Review," Energies, MDPI, vol. 17(3), pages 1-24, January.
  58. Shrivastava, Manish & Singh, Ashok Kumar & Gautam, Desh Deepak, 2025. "Critical observation on partially shaded PV modules and effects on sustainable applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 215(C).
  59. Dehra, Himanshu, 2017. "An investigation on energy performance assessment of a photovoltaic solar wall under buoyancy-induced and fan-assisted ventilation system," Applied Energy, Elsevier, vol. 191(C), pages 55-74.
  60. Bahaidarah, Haitham M.S. & Baloch, Ahmer A.B. & Gandhidasan, Palanichamy, 2016. "Uniform cooling of photovoltaic panels: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 1520-1544.
  61. Park, S.R. & Pandey, A.K. & Tyagi, V.V. & Tyagi, S.K., 2014. "Energy and exergy analysis of typical renewable energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 30(C), pages 105-123.
  62. Lu, Wei & Liu, Zhishan & Flor, Jan-Frederik & Wu, Yupeng & Yang, Mo, 2018. "Investigation on designed fins-enhanced phase change materials system for thermal management of a novel building integrated concentrating PV," Applied Energy, Elsevier, vol. 225(C), pages 696-709.
  63. Han, Youhua & Liu, Yang & Lu, Shixiang & Basalike, Pie & Zhang, Jili, 2021. "Electrical performance and power prediction of a roll-bond photovoltaic thermal array under dewing and frosting conditions," Energy, Elsevier, vol. 237(C).
  64. Shehadeh, Shadi H. & Aly, Hamed H. & El-Hawary, M.E., 2019. "Investigation of photovoltaic coverage ratio for maximum overall thermal energy of photovoltaic thermal system," Renewable Energy, Elsevier, vol. 134(C), pages 757-768.
  65. Hussain, F. & Othman, M.Y.H & Sopian, K. & Yatim, B. & Ruslan, H. & Othman, H., 2013. "Design development and performance evaluation of photovoltaic/thermal (PV/T) air base solar collector," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 431-441.
  66. Li, Guiqiang & Xuan, Qingdong & Zhao, Xudong & Pei, Gang & Ji, Jie & Su, Yuehong, 2018. "A novel concentrating photovoltaic/daylighting control system: Optical simulation and preliminary experimental analysis," Applied Energy, Elsevier, vol. 228(C), pages 1362-1372.
  67. Hadipour, Amirhosein & Rajabi Zargarabadi, Mehran & Rashidi, Saman, 2021. "An efficient pulsed- spray water cooling system for photovoltaic panels: Experimental study and cost analysis," Renewable Energy, Elsevier, vol. 164(C), pages 867-875.
  68. Siddiqui, Osman K. & Zubair, Syed M., 2017. "Efficient energy utilization through proper design of microchannel heat exchanger manifolds: A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 969-1002.
  69. Zheng, Jianan & Liu, Wenjun & Cui, Ting & Wang, Hanchun & Chen, Fangcai & Gao, Yang & Fan, Liulu & Ali Abaker Omer, Altyeb & Ingenhoff, Jan & Zhang, Xinyu & Liu, Wen, 2023. "A novel domino-like snow removal system for roof PV arrays: Feasibility, performance, and economic benefits," Applied Energy, Elsevier, vol. 333(C).
  70. Papaioannou, Ioulia T. & Purvins, Arturs, 2012. "Mathematical and graphical approach for maximum power point modelling," Applied Energy, Elsevier, vol. 91(1), pages 59-66.
  71. Gassar, Abdo Abdullah Ahmed & Cha, Seung Hyun, 2021. "Review of geographic information systems-based rooftop solar photovoltaic potential estimation approaches at urban scales," Applied Energy, Elsevier, vol. 291(C).
  72. Gorter, T. & Reinders, A.H.M.E., 2012. "A comparison of 15 polymers for application in photovoltaic modules in PV-powered boats," Applied Energy, Elsevier, vol. 92(C), pages 286-297.
  73. Wang, Jiangjiang & Chen, Yuzhu & Lior, Noam & Li, Weihua, 2019. "Energy, exergy and environmental analysis of a hybrid combined cooling heating and power system integrated with compound parabolic concentrated-photovoltaic thermal solar collectors," Energy, Elsevier, vol. 185(C), pages 463-476.
  74. Gaur, Ankita & Tiwari, G.N., 2014. "Performance of a-Si thin film PV modules with and without water flow: An experimental validation," Applied Energy, Elsevier, vol. 128(C), pages 184-191.
  75. Li, Guiqiang & Xuan, Qingdong & Pei, Gang & Su, Yuehong & Lu, Yashun & Ji, Jie, 2018. "Life-cycle assessment of a low-concentration PV module for building south wall integration in China," Applied Energy, Elsevier, vol. 215(C), pages 174-185.
  76. Chandrasekar, M. & Senthilkumar, T., 2015. "Experimental demonstration of enhanced solar energy utilization in flat PV (photovoltaic) modules cooled by heat spreaders in conjunction with cotton wick structures," Energy, Elsevier, vol. 90(P2), pages 1401-1410.
  77. Peng, Jinqing & Lu, Lin & Yang, Hongxing & Ma, Tao, 2015. "Comparative study of the thermal and power performances of a semi-transparent photovoltaic façade under different ventilation modes," Applied Energy, Elsevier, vol. 138(C), pages 572-583.
  78. Gao, Yang & Ma, Haoyu & Zheng, Jianan & Liu, Wenjun & Chen, Fangcai & Fan, Liulu & Wang, Hanchun & Liu, Wen & Zhang, Xinyu, 2025. "Reconstructing multi-orientation irradiance via PV panels: An isotropic Physical-MLP hybrid model," Renewable Energy, Elsevier, vol. 241(C).
  79. Wang, Meng & Peng, Jinqing & Li, Nianping & Yang, Hongxing & Wang, Chunlei & Li, Xue & Lu, Tao, 2017. "Comparison of energy performance between PV double skin facades and PV insulating glass units," Applied Energy, Elsevier, vol. 194(C), pages 148-160.
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