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Optimization of tilt angle for solar panel: Case study for Madinah, Saudi Arabia

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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. Al Garni, Hassan Z. & Awasthi, Anjali & Wright, David, 2019. "Optimal orientation angles for maximizing energy yield for solar PV in Saudi Arabia," Renewable Energy, Elsevier, vol. 133(C), pages 538-550.
  4. Li, Guiqiang & Jin, Yi & Akram, M.W. & Chen, Xiao, 2017. "Research and current status of the solar photovoltaic water pumping system – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 79(C), pages 440-458.
  5. Shirazi, Ali Mohammad & Zomorodian, Zahra S. & Tahsildoost, Mohammad, 2019. "Techno-economic BIPV evaluation method in urban areas," Renewable Energy, Elsevier, vol. 143(C), pages 1235-1246.
  6. Hartner, Michael & Ortner, André & Hiesl, Albert & Haas, Reinhard, 2015. "East to west – The optimal tilt angle and orientation of photovoltaic panels from an electricity system perspective," Applied Energy, Elsevier, vol. 160(C), pages 94-107.
  7. Faris Alqurashi & Rached Nciri & Abdulrahman Alghamdi & Chaouki Ali & Faouzi Nasri, 2022. "Control of the Solar Radiation Reception Rate (SRRR) Using a Novel Poly-Tilted Segmented Panel (PTSP) in the Region of Makkah, Saudi Arabia," Energies, MDPI, vol. 15(7), pages 1-15, March.
  8. Syed Ahsan Ali Shah & Gordhan Das Valasai & Asif Ali Memon & Abdul Nasir Laghari & Nabi Bux Jalbani & Jody L. Strait, 2018. "Techno-Economic Analysis of Solar PV Electricity Supply to Rural Areas of Balochistan, Pakistan," Energies, MDPI, vol. 11(7), pages 1-19, July.
  9. Janghorban Esfahani, Iman & Yoo, ChangKyoo, 2016. "An optimization algorithm-based pinch analysis and GA for an off-grid batteryless photovoltaic-powered reverse osmosis desalination system," Renewable Energy, Elsevier, vol. 91(C), pages 233-248.
  10. 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.
  11. Gökmen, Nuri & Hu, Weihao & Hou, Peng & Chen, Zhe & Sera, Dezso & Spataru, Sergiu, 2016. "Investigation of wind speed cooling effect on PV panels in windy locations," Renewable Energy, Elsevier, vol. 90(C), pages 283-290.
  12. Myeongchan Oh & Hyeong-Dong Park, 2019. "Optimization of Solar Panel Orientation Considering Temporal Volatility and Scenario-Based Photovoltaic Potential: A Case Study in Seoul National University," Energies, MDPI, vol. 12(17), pages 1-17, August.
  13. Zhong, Qing & Tong, Daoqin, 2020. "Spatial layout optimization for solar photovoltaic (PV) panel installation," Renewable Energy, Elsevier, vol. 150(C), pages 1-11.
  14. Omar S. Alzaid & Basharat Salim & Jamal Orfi & Salah Khan & Hassan Alshehri, 2022. "Hybrid Solar and Wind Power Generation in Saudi Arabia," Energy and Environment Research, Canadian Center of Science and Education, vol. 10(2), pages 1-25, December.
  15. Nicole E. Statler & Amanda M. Adams & Ted C. Eckmann, 2017. "Optimizing angles of rooftop photovoltaics, ratios of solar to vegetated roof systems, and economic benefits, in Portland, Oregon, USA," Environment Systems and Decisions, Springer, vol. 37(3), pages 320-331, September.
  16. Khatib, Tamer & Mohamed, Azah & Sopian, K., 2012. "A review of solar energy modeling techniques," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 2864-2869.
  17. Mohammad K. Najjar & Eduardo Linhares Qualharini & Ahmed W. A. Hammad & Dieter Boer & Assed Haddad, 2019. "Framework for a Systematic Parametric Analysis to Maximize Energy Output of PV Modules Using an Experimental Design," Sustainability, MDPI, vol. 11(10), pages 1-24, May.
  18. Maatallah, Taher & El Alimi, Souheil & Nassrallah, Sassi Ben, 2011. "Performance modeling and investigation of fixed, single and dual-axis tracking photovoltaic panel in Monastir city, Tunisia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(8), pages 4053-4066.
  19. Bahrami, Arian & Okoye, Chiemeka Onyeka & Atikol, Ugur, 2016. "The effect of latitude on the performance of different solar trackers in Europe and Africa," Applied Energy, Elsevier, vol. 177(C), pages 896-906.
  20. 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.
  21. 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.
  22. Mohammadi, Kasra & Mostafaeipour, Ali & Sabzpooshani, Majid, 2014. "Assessment of solar and wind energy potentials for three free economic and industrial zones of Iran," Energy, Elsevier, vol. 67(C), pages 117-128.
  23. 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.
  24. Mirian Jiménez-Torres & Catalina Rus-Casas & Lenin Guillermo Lemus-Zúiga & Leocadio Hontoria, 2017. "The Importance of Accurate Solar Data for Designing Solar Photovoltaic Systems—Case Studies in Spain," Sustainability, MDPI, vol. 9(2), pages 1-14, February.
  25. Mahmood Alharbi & Ramzi Alahmadi & Ahmed Alahmadi, 2023. "Meteorological-Data-Based Modeling for PV Performance Optimization," Sustainability, MDPI, vol. 15(11), pages 1-16, May.
  26. Cruz-Peragón, Fernando & Casanova-Peláez, Pedro J. & Díaz, Francisco A. & López-García, Rafael & Palomar, José M., 2011. "An approach to evaluate the energy advantage of two axes solar tracking systems in Spain," Applied Energy, Elsevier, vol. 88(12), pages 5131-5142.
  27. Hepbasli, Arif & Alsuhaibani, Zeyad, 2011. "A key review on present status and future directions of solar energy studies and applications in Saudi Arabia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 5021-5050.
  28. Chinchilla, Monica & Santos-Martín, David & Carpintero-Rentería, Miguel & Lemon, Scott, 2021. "Worldwide annual optimum tilt angle model for solar collectors and photovoltaic systems in the absence of site meteorological data," Applied Energy, Elsevier, vol. 281(C).
  29. 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.
  30. Kafka, Jennifer & Miller, Mark A., 2020. "The dual angle solar harvest (DASH) method: An alternative method for organizing large solar panel arrays that optimizes incident solar energy in conjunction with land use," Renewable Energy, Elsevier, vol. 155(C), pages 531-546.
  31. Agrawal, Monika & Chhajed, Priyank & Chowdhury, Amartya, 2022. "Performance analysis of photovoltaic module with reflector: Optimizing orientation with different tilt scenarios," Renewable Energy, Elsevier, vol. 186(C), pages 10-25.
  32. Aditya Rachman & Usman Rianse & Mustarum Musaruddin & Kurniati Ornam, 2015. "Technical, Economical and Environmental Assessments of the Solar Photovoltaic Technology in Southeast Sulawesi, a Developing Province in Eastern Indonesia," International Journal of Energy Economics and Policy, Econjournals, vol. 5(4), pages 918-925.
  33. Gu Ye & Michiel Nijhuis & Vladimir Cuk & J.F.G. (Sjef) Cobben, 2017. "Stochastic Residential Harmonic Source Modeling for Grid Impact Studies," Energies, MDPI, vol. 10(3), pages 1-21, March.
  34. Ahmad, Naseer & Sheikh, Anwar K. & Gandhidasan, P. & Elshafie, Moustafa, 2015. "Modeling, simulation and performance evaluation of a community scale PVRO water desalination system operated by fixed and tracking PV panels: A case study for Dhahran city, Saudi Arabia," Renewable Energy, Elsevier, vol. 75(C), pages 433-447.
  35. Tripathy, M. & Sadhu, P.K. & Panda, S.K., 2016. "A critical review on building integrated photovoltaic products and their applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 61(C), pages 451-465.
  36. Dragos Machidon & Marcel Istrate, 2023. "Tilt Angle Adjustment for Incident Solar Energy Increase: A Case Study for Europe," Sustainability, MDPI, vol. 15(8), pages 1-12, April.
  37. van Vuuren, Dirk Johan & Marnewick, Annlizé & Pretorius, Jan Harm C., 2019. "A proposed simulation-based theoretical preconstruction process: The case of solar photovoltaic technology in South African shopping centres," Renewable and Sustainable Energy Reviews, Elsevier, vol. 113(C), pages 1-1.
  38. Marucci, Alvaro & Cappuccini, Andrea, 2016. "Dynamic photovoltaic greenhouse: Energy balance in completely clear sky condition during the hot period," Energy, Elsevier, vol. 102(C), pages 302-312.
  39. Khalil, Samy A. & Shaffie, A.M., 2013. "A comparative study of total, direct and diffuse solar irradiance by using different models on horizontal and inclined surfaces for Cairo, Egypt," Renewable and Sustainable Energy Reviews, Elsevier, vol. 27(C), pages 853-863.
  40. Getu Hailu & Alan S. Fung, 2019. "Optimum Tilt Angle and Orientation of Photovoltaic Thermal System for Application in Greater Toronto Area, Canada," Sustainability, MDPI, vol. 11(22), pages 1-21, November.
  41. Krystyna Kurowska & Hubert Kryszk & Stanisław Bielski, 2022. "Location and Technical Requirements for Photovoltaic Power Stations in Poland," Energies, MDPI, vol. 15(7), pages 1-16, April.
  42. Gi Yong Kim & Doo Sol Han & Zoonky Lee, 2020. "Solar Panel Tilt Angle Optimization Using Machine Learning Model: A Case Study of Daegu City, South Korea," Energies, MDPI, vol. 13(3), pages 1-13, January.
  43. 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.
  44. Si, Pengfei & Feng, Ya & Lv, Yuexia & Rong, Xiangyang & Pan, Yungang & Liu, Xichen & Yan, Jinyue, 2017. "An optimization method applied to active solar energy systems for buildings in cold plateau areas – The case of Lhasa," Applied Energy, Elsevier, vol. 194(C), pages 487-498.
  45. Azizkhani, Mostafa & Vakili, Abdullah & Noorollahi, Younes & Naseri, Farzin, 2017. "Potential survey of photovoltaic power plants using Analytical Hierarchy Process (AHP) method in Iran," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 1198-1206.
  46. Xuan Cuong Ngo & Thi Hong Nguyen & Nhu Y Do & Duc Minh Nguyen & Dai-Viet N. Vo & Su Shiung Lam & Doyeon Heo & Mohammadreza Shokouhimehr & Van-Huy Nguyen & Rajender S. Varma & Soo Young Kim & Quyet Van, 2020. "Grid-Connected Photovoltaic Systems with Single-Axis Sun Tracker: Case Study for Central Vietnam," Energies, MDPI, vol. 13(6), pages 1-14, March.
  47. Gönül, Ömer & Yazar, Fatih & Duman, A. Can & Güler, Önder, 2022. "A comparative techno-economic assessment of manually adjustable tilt mechanisms and automatic solar trackers for behind-the-meter PV applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
  48. Kafka, Jennifer L. & Miller, Mark A., 2019. "A climatology of solar irradiance and its controls across the United States: Implications for solar panel orientation," Renewable Energy, Elsevier, vol. 135(C), pages 897-907.
  49. Raoul Bernards & Werner van Westering & Johan Morren & Han Slootweg, 2020. "Analysis of Energy Transition Impact on the Low-Voltage Network Using Stochastic Load and Generation Models," Energies, MDPI, vol. 13(22), pages 1-21, November.
  50. Nicolás-Martín, Carolina & Santos-Martín, David & Chinchilla-Sánchez, Mónica & Lemon, Scott, 2020. "A global annual optimum tilt angle model for photovoltaic generation to use in the absence of local meteorological data," Renewable Energy, Elsevier, vol. 161(C), pages 722-735.
  51. Docimo, D.J. & Ghanaatpishe, M. & Mamun, A., 2017. "Extended Kalman Filtering to estimate temperature and irradiation for maximum power point tracking of a photovoltaic module," Energy, Elsevier, vol. 120(C), pages 47-57.
  52. Cristina Rottondi & Markus Duchon & Dagmar Koss & Andrei Palamarciuc & Alessandro Pití & Giacomo Verticale & Bernhard Schätz, 2015. "An Energy Management Service for the Smart Office," Energies, MDPI, vol. 8(10), pages 1-18, October.
  53. Armendariz-Lopez, J.F. & Luna-Leon, A. & Gonzalez-Trevizo, M.E. & Arena-Granados, A.P. & Bojorquez-Morales, G., 2016. "Life cycle cost of photovoltaic technologies in commercial buildings in Baja California, Mexico," Renewable Energy, Elsevier, vol. 87(P1), pages 564-571.
  54. Sungha Yoon & Jintae Park & Chaeyoung Lee & Sangkwon Kim & Yongho Choi & Soobin Kwak & Hyundong Kim & Junseok Kim, 2023. "Optimal Orientation of Solar Panels for Multi-Apartment Buildings," Mathematics, MDPI, vol. 11(4), pages 1-16, February.
  55. Bingham, Raymond D. & Agelin-Chaab, Martin & Rosen, Marc A., 2019. "Whole building optimization of a residential home with PV and battery storage in The Bahamas," Renewable Energy, Elsevier, vol. 132(C), pages 1088-1103.
  56. 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.
  57. Ma, Yi & Li, Guihua & Tang, Runsheng, 2011. "Optical performance of vertical axis three azimuth angles tracked solar panels," Applied Energy, Elsevier, vol. 88(5), pages 1784-1791, May.
  58. Lu, Ning & Qin, Jun, 2024. "Optimization of tilt angle for PV in China with long-term hourly surface solar radiation," Renewable Energy, Elsevier, vol. 229(C).
  59. Miroslav Rimar & Marcel Fedak & Andrii Kulikov & Olha Kulikova & Martin Lopusniak, 2022. "Analysis and CFD Modeling of Thermal Collectors with a Tracker System," Energies, MDPI, vol. 15(18), pages 1-28, September.
  60. Gardashov, Rauf & Eminov, Murad & Kara, Gökhan & Emecen Kara, Esma Gül & Mammadov, Tural & Huseynova, Xedce, 2020. "The optimum daily direction of solar panels in the highlands, derived by an analytical method," Renewable and Sustainable Energy Reviews, Elsevier, vol. 120(C).
  61. 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.
  62. 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.
  63. 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.
  64. Khalil, Samy A. & Shaffie, A.M., 2016. "Evaluation of transposition models of solar irradiance over Egypt," Renewable and Sustainable Energy Reviews, Elsevier, vol. 66(C), pages 105-119.
  65. Ramli, Makbul A.M. & Twaha, Ssennoga & Al-Hamouz, Zakariya, 2017. "Analyzing the potential and progress of distributed generation applications in Saudi Arabia: The case of solar and wind resources," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 287-297.
  66. Herrera-Romero, J.V. & Colorado-Garrido, D. & Escalante Soberanis, M.A. & Flota-Bañuelos, M., 2020. "Estimation of the optimum tilt angle of solar collectors in Coatzacoalcos, Veracruz," Renewable Energy, Elsevier, vol. 153(C), pages 615-623.
  67. Dirk Johan van Vuuren & Annlizé L. Marnewick & Jan Harm C. Pretorius, 2021. "Validation of a Simulation-Based Pre-Assessment Process for Solar Photovoltaic Technology Implemented on Rooftops of South African Shopping Centres," Sustainability, MDPI, vol. 13(5), pages 1-26, February.
  68. Ronewa Collen Nemalili & Lordwell Jhamba & Joseph Kiprono Kirui & Caston Sigauke, 2023. "Nowcasting Hourly-Averaged Tilt Angles of Acceptance for Solar Collector Applications Using Machine Learning Models," Energies, MDPI, vol. 16(2), pages 1-19, January.
  69. Genqiang Xian & Zhiyin Duan & Keqin Shan & Xuelin Dong, 2024. "Energy-Saving Potential of Building-Integrated Photovoltaic Technology Applied to a Library in Changsha, China," Sustainability, MDPI, vol. 16(21), pages 1-21, November.
  70. Wang, Baichao & Liu, Yanfeng & Wang, Dengjia & Song, Cong & Fu, Zhiguo & Zhang, Cong, 2024. "A review of the photothermal-photovoltaic energy supply system for building in solar energy enrichment zones," Renewable and Sustainable Energy Reviews, Elsevier, vol. 191(C).
  71. Ngo Xuan Cuong & Ngo Xuan Cuong, 2019. "Power quality analysis of the grid-connected PV system using microinverter," Technium, Technium Science, vol. 1(1), pages 1-6, December.
  72. Moon Keun Kim & Khalid Osman Abdulkadir & Jiying Liu & Joon-Ho Choi & Huiqing Wen, 2021. "Optimal Design Strategy of a Solar Reflector Combining Photovoltaic Panels to Improve Electricity Output: A Case Study in Calgary, Canada," Sustainability, MDPI, vol. 13(11), pages 1-18, May.
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