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Estimating PV Module Performance over Large Geographical Regions: The Role of Irradiance, Air Temperature, Wind Speed and Solar Spectrum

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Cited by:

  1. Thiel, Christian & Gracia Amillo, Ana & Tansini, Alessandro & Tsakalidis, Anastasios & Fontaras, Georgios & Dunlop, Ewan & Taylor, Nigel & Jäger-Waldau, Arnulf & Araki, Kenji & Nishioka, Kensuke & Ota, 2022. "Impact of climatic conditions on prospects for integrated photovoltaics in electric vehicles," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).
  2. Doorga, Jay R.S. & Rughooputh, Soonil D.D.V. & Boojhawon, Ravindra, 2019. "Multi-criteria GIS-based modelling technique for identifying potential solar farm sites: A case study in Mauritius," Renewable Energy, Elsevier, vol. 133(C), pages 1201-1219.
  3. Trigo-González, Mauricio & Batlles, F.J. & Alonso-Montesinos, Joaquín & Ferrada, Pablo & del Sagrado, J. & Martínez-Durbán, M. & Cortés, Marcelo & Portillo, Carlos & Marzo, Aitor, 2019. "Hourly PV production estimation by means of an exportable multiple linear regression model," Renewable Energy, Elsevier, vol. 135(C), pages 303-312.
  4. Nuño, Edgar & Maule, Petr & Hahmann, Andrea & Cutululis, Nicolaos & Sørensen, Poul & Karagali, Ioanna, 2018. "Simulation of transcontinental wind and solar PV generation time series," Renewable Energy, Elsevier, vol. 118(C), pages 425-436.
  5. 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.
  6. Bahrami, Arian & Okoye, Chiemeka Onyeka & Atikol, Ugur, 2017. "Technical and economic assessment of fixed, single and dual-axis tracking PV panels in low latitude countries," Renewable Energy, Elsevier, vol. 113(C), pages 563-579.
  7. Federica Cucchiella & Idiano D’Adamo & Paolo Rosa, 2015. "Industrial Photovoltaic Systems: An Economic Analysis in Non-Subsidized Electricity Markets," Energies, MDPI, vol. 8(11), pages 1-16, November.
  8. Meneghetti, Antonella & Dal Magro, Fabio & Romagnoli, Alessandro, 2021. "Renewable energy penetration in food delivery: Coupling photovoltaics with transport refrigerated units," Energy, Elsevier, vol. 232(C).
  9. Hamed Khodayar Sahebi & Siamak Hoseinzadeh & Hossein Ghadamian & Mohammad Hadi Ghasemi & Farbod Esmaeilion & Davide Astiaso Garcia, 2021. "Techno-Economic Analysis and New Design of a Photovoltaic Power Plant by a Direct Radiation Amplification System," Sustainability, MDPI, vol. 13(20), pages 1-18, October.
  10. Senturk, Ali, 2020. "Investigation of datasheet provided temperature coefficients of photovoltaic modules under various sky profiles at the field by applying a new validation procedure," Renewable Energy, Elsevier, vol. 152(C), pages 644-652.
  11. Rogna, Marco, 2020. "A first-phase screening method for site selection of large-scale solar plants with an application to Italy," Land Use Policy, Elsevier, vol. 99(C).
  12. D’Isidoro, Massimo & Briganti, Gino & Vitali, Lina & Righini, Gaia & Adani, Mario & Guarnieri, Guido & Moretti, Lorenzo & Raliselo, Muso & Mahahabisa, Mabafokeng & Ciancarella, Luisella & Zanini, Gabr, 2020. "Estimation of solar and wind energy resources over Lesotho and their complementarity by means of WRF yearly simulation at high resolution," Renewable Energy, Elsevier, vol. 158(C), pages 114-129.
  13. Ehsan Noorollahi & Dawud Fadai & Mohsen Akbarpour Shirazi & Seyed Hassan Ghodsipour, 2016. "Land Suitability Analysis for Solar Farms Exploitation Using GIS and Fuzzy Analytic Hierarchy Process (FAHP)—A Case Study of Iran," Energies, MDPI, vol. 9(8), pages 1, August.
  14. Krishnamurthy, Chandra Kiran B. & Vesterberg, Mattias & Böök, Herman & Lindfors, Anders V. & Svento, Rauli, 2018. "Real-time pricing revisited: Demand flexibility in the presence of micro-generation," Energy Policy, Elsevier, vol. 123(C), pages 642-658.
  15. Bódis, Katalin & Kougias, Ioannis & Jäger-Waldau, Arnulf & Taylor, Nigel & Szabó, Sándor, 2019. "A high-resolution geospatial assessment of the rooftop solar photovoltaic potential in the European Union," Renewable and Sustainable Energy Reviews, Elsevier, vol. 114(C), pages 1-1.
  16. Matthias Linhart & Valerie Rodin & Simon Moser & Andrea Kollmann, 2021. "Citizen Participation to Finance PV Power Plants Focused on Self-Consumption on Company Roofs—Findings from an Austrian Case Study," Energies, MDPI, vol. 14(3), pages 1-20, January.
  17. Hosseini, Seyyed Ahmad & Kermani, Ali M. & Arabhosseini, Akbar, 2019. "Experimental study of the dew formation effect on the performance of photovoltaic modules," Renewable Energy, Elsevier, vol. 130(C), pages 352-359.
  18. Gianfranco Chicco & Valeria Cocina & Paolo Di Leo & Filippo Spertino & Alessandro Massi Pavan, 2015. "Error Assessment of Solar Irradiance Forecasts and AC Power from Energy Conversion Model in Grid-Connected Photovoltaic Systems," Energies, MDPI, vol. 9(1), pages 1, December.
  19. Kakoulaki, G. & Gonzalez Sanchez, R. & Gracia Amillo, A. & Szabo, S. & De Felice, M. & Farinosi, F. & De Felice, L. & Bisselink, B. & Seliger, R. & Kougias, I. & Jaeger-Waldau, A., 2023. "Benefits of pairing floating solar photovoltaics with hydropower reservoirs in Europe," Renewable and Sustainable Energy Reviews, Elsevier, vol. 171(C).
  20. Yujing Sun & Fei Wang & Bo Wang & Qifang Chen & N.A. Engerer & Zengqiang Mi, 2016. "Correlation Feature Selection and Mutual Information Theory Based Quantitative Research on Meteorological Impact Factors of Module Temperature for Solar Photovoltaic Systems," Energies, MDPI, vol. 10(1), pages 1, December.
  21. Sofia Spyridonidou & Georgia Sismani & Eva Loukogeorgaki & Dimitra G. Vagiona & Hagit Ulanovsky & Daniel Madar, 2021. "Sustainable Spatial Energy Planning of Large-Scale Wind and PV Farms in Israel: A Collaborative and Participatory Planning Approach," Energies, MDPI, vol. 14(3), pages 1-23, January.
  22. Hasan Erteza Gelani & Faizan Dastgeer & Mashood Nasir & Sidra Khan & Josep M. Guerrero, 2021. "AC vs. DC Distribution Efficiency: Are We on the Right Path?," Energies, MDPI, vol. 14(13), pages 1-26, July.
  23. Julián Ascencio-Vásquez & Ismail Kaaya & Kristijan Brecl & Karl-Anders Weiss & Marko Topič, 2019. "Global Climate Data Processing and Mapping of Degradation Mechanisms and Degradation Rates of PV Modules," Energies, MDPI, vol. 12(24), pages 1-16, December.
  24. Delbeke, Oscar & Moschner, Jens D. & Driesen, Johan, 2023. "The complementarity of offshore wind and floating photovoltaics in the Belgian North Sea, an analysis up to 2100," Renewable Energy, Elsevier, vol. 218(C).
  25. 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.
  26. Francesco Pasanisi & Gaia Righini & Massimo D’Isidoro & Lina Vitali & Gino Briganti & Sergio Grauso & Lorenzo Moretti & Carlo Tebano & Gabriele Zanini & Mabafokeng Mahahabisa & Mosuoe Letuma & Muso Ra, 2021. "A Cooperation Project in Lesotho: Renewable Energy Potential Maps Embedded in a WebGIS Tool," Sustainability, MDPI, vol. 13(18), pages 1-26, September.
  27. Sofia Spyridonidou & Eva Loukogeorgaki & Dimitra G. Vagiona & Teresa Bertrand, 2022. "Towards a Sustainable Spatial Planning Approach for PV Site Selection in Portugal," Energies, MDPI, vol. 15(22), pages 1-22, November.
  28. Tang, Daogui & Fang, Yi-Ping & Zio, Enrico, 2023. "Vulnerability analysis of demand-response with renewable energy integration in smart grids to cyber attacks and online detection methods," Reliability Engineering and System Safety, Elsevier, vol. 235(C).
  29. Mayer, Martin János & Szilágyi, Artúr & Gróf, Gyula, 2020. "Environmental and economic multi-objective optimization of a household level hybrid renewable energy system by genetic algorithm," Applied Energy, Elsevier, vol. 269(C).
  30. Chen, Xie & Zhou, Chaohui & Tian, Zhiyong & Mao, Hongzhi & Luo, Yongqiang & Sun, Deyu & Fan, Jianhua & Jiang, Liguang & Deng, Jie & Rosen, Marc A., 2023. "Different photovoltaic power potential variations in East and West China," Applied Energy, Elsevier, vol. 351(C).
  31. Zia R. Tahir & Ammara Kanwal & Muhammad Asim & M. Bilal & Muhammad Abdullah & Sabeena Saleem & M. A. Mujtaba & Ibham Veza & Mohamed Mousa & M. A. Kalam, 2022. "Effect of Temperature and Wind Speed on Efficiency of Five Photovoltaic Module Technologies for Different Climatic Zones," Sustainability, MDPI, vol. 14(23), pages 1-32, November.
  32. Luis Ramirez Camargo & Judith Franco & Nilsa María Sarmiento Babieri & Silvina Belmonte & Karina Escalante & Raphaela Pagany & Wolfgang Dorner, 2016. "Technical, Economical and Social Assessment of Photovoltaics in the Frame of the Net-Metering Law for the Province of Salta, Argentina," Energies, MDPI, vol. 9(3), pages 1-21, February.
  33. Feuerbacher, Arndt & Herrmann, Tristan & Neuenfeldt, Sebastian & Laub, Moritz & Gocht, Alexander, 2022. "Estimating the economics and adoption potential of agrivoltaics in Germany using a farm-level bottom-up approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
  34. Yajing Gao & Jing Zhu & Huaxin Cheng & Fushen Xue & Qing Xie & Peng Li, 2016. "Study of Short-Term Photovoltaic Power Forecast Based on Error Calibration under Typical Climate Categories," Energies, MDPI, vol. 9(7), pages 1-15, July.
  35. Frank, Christopher & Fiedler, Stephanie & Crewell, Susanne, 2021. "Balancing potential of natural variability and extremes in photovoltaic and wind energy production for European countries," Renewable Energy, Elsevier, vol. 163(C), pages 674-684.
  36. Antonella Meneghetti & Fabio Dal Magro & Patrizia Simeoni, 2018. "Fostering Renewables into the Cold Chain: How Photovoltaics Affect Design and Performance of Refrigerated Automated Warehouses," Energies, MDPI, vol. 11(5), pages 1-20, April.
  37. Thomas Huld & Magda Moner-Girona & Akos Kriston, 2017. "Geospatial Analysis of Photovoltaic Mini-Grid System Performance," Energies, MDPI, vol. 10(2), pages 1, February.
  38. Kies, Alexander & Schyska, Bruno U. & Bilousova, Mariia & El Sayed, Omar & Jurasz, Jakub & Stoecker, Horst, 2021. "Critical review of renewable generation datasets and their implications for European power system models," Renewable and Sustainable Energy Reviews, Elsevier, vol. 152(C).
  39. Gracia-Amillo, Ana M. & Bardizza, Giorgio & Salis, Elena & Huld, Thomas & Dunlop, Ewan D., 2018. "Energy-based metric for analysis of organic PV devices in comparison with conventional industrial technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 93(C), pages 76-89.
  40. Muhammad Hanif Ainun Azhar & Salh Alhammadi & Seokjin Jang & Jitaek Kim & Jungtaek Kim & Woo Kyoung Kim, 2023. "Long-Term Field Observation of the Power Generation and System Temperature of a Roof-Integrated Photovoltaic System in South Korea," Sustainability, MDPI, vol. 15(12), pages 1-15, June.
  41. Liu, Weidong & Xu, Ben & Liu, Yan & Li, Shaoshuai & Yan, Weian, 2024. "A field-function methodology predicting the service lifetime of photovoltaic modules," Renewable and Sustainable Energy Reviews, Elsevier, vol. 192(C).
  42. Evaldo C. Gouvêa & Pedro M. Sobrinho & Teófilo M. Souza, 2017. "Spectral Response of Polycrystalline Silicon Photovoltaic Cells under Real-Use Conditions," Energies, MDPI, vol. 10(8), pages 1, August.
  43. Doorga, Jay R.S. & Hall, Jim W. & Eyre, Nick, 2022. "Geospatial multi-criteria analysis for identifying optimum wind and solar sites in Africa: Towards effective power sector decarbonization," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).
  44. Julio Manuel de Luis-Ruiz & Benito Ramiro Salas-Menocal & Raúl Pereda-García & Rubén Pérez-Álvarez & Javier Sedano-Cibrián & Carolina Ruiz-Fernández, 2024. "Optimal Location of Solar Photovoltaic Plants Using Geographic Information Systems and Multi-Criteria Analysis," Sustainability, MDPI, vol. 16(7), pages 1-22, March.
  45. Antonella Meneghetti & Chiara Pagnin & Patrizia Simeoni, 2021. "Decarbonizing the Cold Chain: Long-Haul Refrigerated Deliveries with On-Board Photovoltaic Energy Integration," Sustainability, MDPI, vol. 13(15), pages 1-19, July.
  46. Feuerbacher, Arndt & Laub, Moritz & Högy, Petra & Lippert, Christian & Pataczek, Lisa & Schindele, Stephan & Wieck, Christine & Zikeli, Sabine, 2021. "An analytical framework to estimate the economics and adoption potential of dual land-use systems: The case of agrivoltaics," Agricultural Systems, Elsevier, vol. 192(C).
  47. Alberto Bocca & Luca Bergamasco & Matteo Fasano & Lorenzo Bottaccioli & Eliodoro Chiavazzo & Alberto Macii & Pietro Asinari, 2018. "Multiple-Regression Method for Fast Estimation of Solar Irradiation and Photovoltaic Energy Potentials over Europe and Africa," Energies, MDPI, vol. 11(12), pages 1-17, December.
  48. Drücke, Jaqueline & Borsche, Michael & James, Paul & Kaspar, Frank & Pfeifroth, Uwe & Ahrens, Bodo & Trentmann, Jörg, 2021. "Climatological analysis of solar and wind energy in Germany using the Grosswetterlagen classification," Renewable Energy, Elsevier, vol. 164(C), pages 1254-1266.
  49. Kinsey, Geoffrey S. & Riedel-Lyngskær, Nicholas C. & Miguel, Alonso-Abella & Boyd, Matthew & Braga, Marília & Shou, Chunhui & Cordero, Raul R. & Duck, Benjamin C. & Fell, Christopher J. & Feron, Sarah, 2022. "Impact of measured spectrum variation on solar photovoltaic efficiencies worldwide," Renewable Energy, Elsevier, vol. 196(C), pages 995-1016.
  50. Laura Casula & Guglielmo D’Amico & Giovanni Masala & Filippo Petroni, 2020. "Performance estimation of photovoltaic energy production," Letters in Spatial and Resource Sciences, Springer, vol. 13(3), pages 267-285, December.
  51. Diana Bernasconi & Giorgio Guariso, 2021. "Rooftop PV: Potential and Impacts in a Complex Territory," Energies, MDPI, vol. 14(12), pages 1-17, June.
  52. Haspolat, Emre & Cicek, Doga Derman & Gokmener, Serkan & Melek, Abiddin Berhan & Deveci, Muhammet & Oguz, Elif, 2024. "Site selection of floating photovoltaic systems on hydropower reservoirs using fuzzy sine trigonometric decision-making model: Turkey as a case study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 206(C).
  53. Kakoulaki, G. & Szabo, S. & Fahl F, F. & Taylor, N. & Gracia-Amillo, A. & Kenny, R. & Ulpiani, G. & Chatzipanagi, A. & Gkoumas, K. & Jäger-Waldau, A., 2024. "European transport infrastructure as a solar photovoltaic energy hub," Renewable and Sustainable Energy Reviews, Elsevier, vol. 196(C).
  54. Julián Ascencio-Vásquez & Jakob Bevc & Kristjan Reba & Kristijan Brecl & Marko Jankovec & Marko Topič, 2020. "Advanced PV Performance Modelling Based on Different Levels of Irradiance Data Accuracy," Energies, MDPI, vol. 13(9), pages 1-12, May.
  55. Doljak, Dejan & Stanojević, Gorica, 2017. "Evaluation of natural conditions for site selection of ground-mounted photovoltaic power plants in Serbia," Energy, Elsevier, vol. 127(C), pages 291-300.
  56. Dutta, Riya & Chanda, Kironmala & Maity, Rajib, 2022. "Future of solar energy potential in a changing climate across the world: A CMIP6 multi-model ensemble analysis," Renewable Energy, Elsevier, vol. 188(C), pages 819-829.
  57. Kaplanis, S. & Kaplani, E. & Kaldellis, J.K., 2022. "PV temperature and performance prediction in free-standing, BIPV and BAPV incorporating the effect of temperature and inclination on the heat transfer coefficients and the impact of wind, efficiency a," Renewable Energy, Elsevier, vol. 181(C), pages 235-249.
  58. Elkafas, Ahmed G. & Seddiek, Ibrahim S., 2024. "Application of renewable energy systems in seaports towards sustainability and decarbonization: Energy, environmental and economic assessment," Renewable Energy, Elsevier, vol. 228(C).
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