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Determination of the optimal tilt angle and orientation for solar photovoltaic arrays

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  1. Dey, Sumon & Lakshmanan, Madan Kumar & Pesala, Bala, 2018. "Optimal solar tree design for increased flexibility in seasonal energy extraction," Renewable Energy, Elsevier, vol. 125(C), pages 1038-1048.
  2. Oh, Myeongchan & Kim, Jin-Young & Kim, Boyoung & Yun, Chang-Yeol & Kim, Chang Ki & Kang, Yong-Heack & Kim, Hyun-Goo, 2021. "Tolerance angle concept and formula for practical optimal orientation of photovoltaic panels," Renewable Energy, Elsevier, vol. 167(C), pages 384-394.
  3. Filip Czepło & Piotr F. Borowski, 2024. "Innovation Solution in Photovoltaic Sector," Energies, MDPI, vol. 17(1), pages 1-19, January.
  4. Marcin Bukowski & Janusz Majewski & Agnieszka Sobolewska, 2020. "Macroeconomic Electric Energy Production Efficiency of Photovoltaic Panels in Single-Family Homes in Poland," Energies, MDPI, vol. 14(1), pages 1-21, December.
  5. Sparks, Ryan & Tobias, Santos & Kemabonta, Tam & Nelson, James & Johnson, Nathan, 2025. "Microgrid system sizing and aggregation of distributed energy resources for wholesale market participation," Applied Energy, Elsevier, vol. 400(C).
  6. Arsenio Barbón & Luis Bayón & Guzmán Díaz & Carlos A. Silva, 2022. "Investigation of the Effect of Albedo in Photovoltaic Systems for Urban Applications: Case Study for Spain," Energies, MDPI, vol. 15(21), pages 1-20, October.
  7. Li, Shuai & Ma, Hongjie & Li, Weiyi, 2017. "Typical solar radiation year construction using k-means clustering and discrete-time Markov chain," Applied Energy, Elsevier, vol. 205(C), pages 720-731.
  8. Yadav, Amit Kumar & Chandel, S.S., 2013. "Tilt angle optimization to maximize incident solar radiation: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 23(C), pages 503-513.
  9. Barbón, A. & Fortuny Ayuso, P. & Bayón, L. & Silva, C.A., 2023. "Experimental and numerical investigation of the influence of terrain slope on the performance of single-axis trackers," Applied Energy, Elsevier, vol. 348(C).
  10. Lahnaoui, Amin & Stenzel, Peter & Linssen, Jochen, 2018. "Techno-economic analysis of photovoltaic battery system configuration and location☆," Applied Energy, Elsevier, vol. 227(C), pages 497-505.
  11. Rinchi, Bilal & Dababseh, Raghad & Jubran, Mayar & Al-Dahidi, Sameer & Abdalla, Mohammed E.B. & Ayadi, Osama, 2025. "Global prediction of optimal solar panel tilt angles via machine learning," Applied Energy, Elsevier, vol. 382(C).
  12. Ramirez Camargo, Luis & Nitsch, Felix & Gruber, Katharina & Dorner, Wolfgang, 2018. "Electricity self-sufficiency of single-family houses in Germany and the Czech Republic," Applied Energy, Elsevier, vol. 228(C), pages 902-915.
  13. Jamil, Wan Juzaili & Abdul Rahman, Hasimah & Shaari, Sulaiman & Salam, Zainal, 2017. "Performance degradation of photovoltaic power system: Review on mitigation methods," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 876-891.
  14. Kaldellis, John & Kavadias, Kosmas & Zafirakis, Dimitrios, 2012. "Experimental validation of the optimum photovoltaic panels' tilt angle for remote consumers," Renewable Energy, Elsevier, vol. 46(C), pages 179-191.
  15. Haixiang Zang & Mian Guo & Zhinong Wei & Guoqiang Sun, 2016. "Determination of the Optimal Tilt Angle of Solar Collectors for Different Climates of China," Sustainability, MDPI, vol. 8(7), pages 1-16, July.
  16. Ullah, Asad & Imran, Hassan & Maqsood, Zaki & Butt, Nauman Zafar, 2019. "Investigation of optimal tilt angles and effects of soiling on PV energy production in Pakistan," Renewable Energy, Elsevier, vol. 139(C), pages 830-843.
  17. Saxena, Abhishek & Varun, & El-Sebaii, A.A., 2015. "A thermodynamic review of solar air heaters," Renewable and Sustainable Energy Reviews, Elsevier, vol. 43(C), pages 863-890.
  18. Rodrigues, Eugénio & Gomes, Álvaro & Gaspar, Adélio Rodrigues & Henggeler Antunes, Carlos, 2018. "Estimation of renewable energy and built environment-related variables using neural networks – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 94(C), pages 959-988.
  19. Kaddoura, Tarek O. & Ramli, Makbul A.M. & Al-Turki, Yusuf A., 2016. "On the estimation of the optimum tilt angle of PV panel in Saudi Arabia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 65(C), pages 626-634.
  20. Barbón, A. & Ayuso, P. Fortuny & Bayón, L. & Silva, C.A., 2021. "A comparative study between racking systems for photovoltaic power systems," Renewable Energy, Elsevier, vol. 180(C), pages 424-437.
  21. Barbón, A. & Bayón-Cueli, C. & Bayón, L. & Rodríguez-Suanzes, C., 2022. "Analysis of the tilt and azimuth angles of photovoltaic systems in non-ideal positions for urban applications," Applied Energy, Elsevier, vol. 305(C).
  22. Wüllhorst, Fabian & Reuter-Schniete, Jonas & Maier, Laura & Müller, Dirk, 2024. "Heat pump and thermal energy storage: Influences of photovoltaic, the control strategy, and price assumptions on the optimal design," Renewable Energy, Elsevier, vol. 236(C).
  23. Bakirci, Kadir, 2012. "General models for optimum tilt angles of solar panels: Turkey case study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(8), pages 6149-6159.
  24. Haghdadi, Navid & Copper, Jessie & Bruce, Anna & MacGill, Iain, 2017. "A method to estimate the location and orientation of distributed photovoltaic systems from their generation output data," Renewable Energy, Elsevier, vol. 108(C), pages 390-400.
  25. Rehman, Naveed ur & Uzair, Muhammad, 2020. "Optimizing the inclined field for solar photovoltaic arrays," Renewable Energy, Elsevier, vol. 153(C), pages 280-289.
  26. Sueyoshi, Toshiyuki & Goto, Mika, 2017. "Measurement of returns to scale on large photovoltaic power stations in the United States and Germany," Energy Economics, Elsevier, vol. 64(C), pages 306-320.
  27. 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.
  28. Barbón, A. & Aparicio-Bermejo, J. & Bayón, L. & Fortuny Ayuso, P., 2025. "The optimal design for photovoltaic power plants on sites with a general slope," Applied Energy, Elsevier, vol. 387(C).
  29. Luis Ramirez Camargo & Felix Nitsch & Katharina Gruber & Javier Valdes & Jane Wuth & Wolfgang Dorner, 2019. "Potential Analysis of Hybrid Renewable Energy Systems for Self-Sufficient Residential Use in Germany and the Czech Republic," Energies, MDPI, vol. 12(21), pages 1-17, November.
  30. Dinesh, Harshavardhan & Pearce, Joshua M., 2016. "The potential of agrivoltaic systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 54(C), pages 299-308.
  31. Xiaoyang Song & Yaohuan Huang & Chuanpeng Zhao & Yuxin Liu & Yanguo Lu & Yongguo Chang & Jie Yang, 2018. "An Approach for Estimating Solar Photovoltaic Potential Based on Rooftop Retrieval from Remote Sensing Images," Energies, MDPI, vol. 11(11), pages 1-14, November.
  32. Dupraz, C. & Marrou, H. & Talbot, G. & Dufour, L. & Nogier, A. & Ferard, Y., 2011. "Combining solar photovoltaic panels and food crops for optimising land use: Towards new agrivoltaic schemes," Renewable Energy, Elsevier, vol. 36(10), pages 2725-2732.
  33. Hafez, A.Z. & Soliman, A. & El-Metwally, K.A. & Ismail, I.M., 2017. "Tilt and azimuth angles in solar energy applications – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 147-168.
  34. Sueyoshi, Toshiyuki & Goto, Mika, 2014. "Photovoltaic power stations in Germany and the United States: A comparative study by data envelopment analysis," Energy Economics, Elsevier, vol. 42(C), pages 271-288.
  35. Tripathy, M. & Yadav, S. & Sadhu, P.K. & Panda, S.K., 2017. "Determination of optimum tilt angle and accurate insolation of BIPV panel influenced by adverse effect of shadow," Renewable Energy, Elsevier, vol. 104(C), pages 211-223.
  36. Fernández-Solas, Álvaro & Micheli, Leonardo & Almonacid, Florencia & Fernández, Eduardo F., 2021. "Optical degradation impact on the spectral performance of photovoltaic technology," Renewable and Sustainable Energy Reviews, Elsevier, vol. 141(C).
  37. Mukilan Poyyamozhi & Balasubramanian Murugesan & Rajamanickam Narayanamoorthi & Thenarasan Latha Abinaya & Mohammad Shorfuzzaman & Yasser Aboelmagd, 2024. "Sustainable Concrete Roof Tiles: Integrating Aluminium Foil, Fly Ash, Solar PV, and Management," Sustainability, MDPI, vol. 16(18), pages 1-22, September.
  38. Wang, Meng & Peng, Jinqing & Luo, Yimo & Shen, Zhicheng & Yang, Hongxing, 2021. "Comparison of different simplistic prediction models for forecasting PV power output: Assessment with experimental measurements," Energy, Elsevier, vol. 224(C).
  39. Zhixing Luo & Hu Qin & T. C. E. Cheng & Qinghua Wu & Andrew Lim, 2021. "A Branch-and-Price-and-Cut Algorithm for the Cable-Routing Problem in Solar Power Plants," INFORMS Journal on Computing, INFORMS, vol. 33(2), pages 452-476, May.
  40. Raptis, P.I. & Kazadzis, S. & Psiloglou, B. & Kouremeti, N. & Kosmopoulos, P. & Kazantzidis, A., 2017. "Measurements and model simulations of solar radiation at tilted planes, towards the maximization of energy capture," Energy, Elsevier, vol. 130(C), pages 570-580.
  41. Gopal, C. & Mohanraj, M. & Chandramohan, P. & Chandrasekar, P., 2013. "Renewable energy source water pumping systems—A literature review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 351-370.
  42. Kaldellis, John & Zafirakis, Dimitrios, 2012. "Experimental investigation of the optimum photovoltaic panels’ tilt angle during the summer period," Energy, Elsevier, vol. 38(1), pages 305-314.
  43. Rehman, Naveed ur & Uzair, Muhammad & Allauddin, Usman, 2020. "An optical-energy model for optimizing the geometrical layout of solar photovoltaic arrays in a constrained field," Renewable Energy, Elsevier, vol. 149(C), pages 55-65.
  44. Roberts, Justo José & Mendiburu Zevallos, Andrés A. & Cassula, Agnelo Marotta, 2017. "Assessment of photovoltaic performance models for system simulation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 72(C), pages 1104-1123.
  45. Portolan dos Santos, Ísis & Rüther, Ricardo, 2014. "Limitations in solar module azimuth and tilt angles in building integrated photovoltaics at low latitude tropical sites in Brazil," Renewable Energy, Elsevier, vol. 63(C), pages 116-124.
  46. Koo, Choongwan & Si, Ke & Li, Wenzhuo & Lee, JeeHee, 2022. "Integrated approach to evaluating the impact of feed-in tariffs on the life cycle economic performance of photovoltaic systems in China: A case study of educational facilities," Energy, Elsevier, vol. 254(PB).
  47. Shubham Gupta & Amit Kumar Singh & Sachin Mishra & Pradeep Vishnuram & Nagaraju Dharavat & Narayanamoorthi Rajamanickam & Ch. Naga Sai Kalyan & Kareem M. AboRas & Naveen Kumar Sharma & Mohit Bajaj, 2023. "Estimation of Solar Radiation with Consideration of Terrestrial Losses at a Selected Location—A Review," Sustainability, MDPI, vol. 15(13), pages 1-29, June.
  48. Carbajosa, Carlos & Marín-Coca, Sergio & Gavira-Aladro, Miguel & Martínez-Cava, Alejandro, 2025. "Optimizing energy production in PV systems: Comprehensive review of radiation models and key factors influencing power generation," Renewable Energy, Elsevier, vol. 249(C).
  49. Barbón, A. & Carreira-Fontao, V. & Bayón, L. & Silva, C.A., 2023. "Optimal design and cost analysis of single-axis tracking photovoltaic power plants," Renewable Energy, Elsevier, vol. 211(C), pages 626-646.
  50. Carroquino, Javier & Dufo-López, Rodolfo & Bernal-Agustín, José L., 2015. "Sizing of off-grid renewable energy systems for drip irrigation in Mediterranean crops," Renewable Energy, Elsevier, vol. 76(C), pages 566-574.
  51. Ioannis-Panagiotis Raptis & Anna Moustaka & Panagiotis Kosmopoulos & Stelios Kazadzis, 2022. "Selecting Surface Inclination for Maximum Solar Power," Energies, MDPI, vol. 15(13), pages 1-16, June.
  52. Cosima Jaegemann & Simeon Hagspiel & Dietmar Lindenberger, 2013. "The Economic Inefficiency of Grid Parity: The Case of German Photovoltaics," EWI Working Papers 2013-19, Energiewirtschaftliches Institut an der Universitaet zu Koeln (EWI).
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