Techno-Economic Optimization of Solar Panel Installations: Balancing Thermal Performance and Economic Viability

[1] Junedi M. M., Ludin N. A., Hamid N. H., Kathleen P. R., Hasila J., Ahmad Affandi N. A. Environmental and economic performance assessment of integrated conventional solar photovoltaic and agrophotovoltaic systems. Renewable and Sustainable Energy Reviews 2022:168:112799. https://doi.org/10.1016/j.rser.2022.112799 Search in Google Scholar

[2] Breyer C. Low-cost solar power enables a sustainable energy industry system. Proceedings of the National Academy of Sciences 2021:118(49):e2116940118. https://doi.org/10.1073/pnas.2116940118 Search in Google Scholar

[3] Albatayneh A., Albadaineh R. Evaluating Shading Effects of PV Systems: Discrepancies in Simulation Software and Energy Consumption. Environmental and Climate Technologies 2023:27(1):407–421. https://doi.org/10.2478/rtuect-2023-0030 Search in Google Scholar

[4] Grinevičiūtė M., Valančius K. Virtual Prosumers and the Impact of Remote Solar Parks on Lithuania’s Buildings Decarbonization Efforts. Environmental and Climate Technologies 2024:28(1):312–328. https://doi.org/10.2478/rtuect-2024-0025 Search in Google Scholar

[5] Valdmanis G., Rieksta M., Luksta I., Bazbauers G. Solar Energy Based Charging for Electric Vehicles at Fuel Stations. Environmental and Climate Technologies 2022:26(1):1169–1191. https://doi.org/10.2478/rtuect-2022-0088 Search in Google Scholar

[6] Hasan D. S., Farhan M. S., ALRikabi H. TH. S. The effect of irradiance, tilt angle, and partial shading on PV performance. AIP Conference Proceedings 2023:2457(1):050008. https://doi.org/10.1063/5.0120692 Search in Google Scholar

[7] Khanafer K., Al-Masri A., Marafie A., Vafai K. Thermal performance of solar photovoltaic panel in hot climatic regions: Applicability and optimization analysis of PCM materials. Numerical Heat Transfer, Part A: Applications 2024:85(10):1612–1632. https://doi.org/10.1080/10407782.2023.2207732 Search in Google Scholar

[8] Shaker L. M., Al-Amiery A. A., Hanoon M. M., Al-Azzawi W. K., Kadhum A. A. H. Examining the influence of thermal effects on solar cells: a comprehensive review. Sustainable Energy Research 2024:11(1):6. https://doi.org/10.1186/s40807-024-00100-8 Search in Google Scholar

[9] Mohammad A. T., Al-Shohani W. A. M. Numerical and experimental investigation for analyzing the temperature influence on the performance of photovoltaic module. AIMS Energy 2022:10(5):1026–1045. https://doi.org/10.3934/energy.2022047 Search in Google Scholar

[10] Green M. A., Emery K., Hishikawa Y., Warta W. Solar Cell Efficiency Tables (Version 35). Progress in Photovoltaics: Research and Applications 2010:18(2):144–150. https://doi.org/10.1002/pip.974 Search in Google Scholar

[11] Dhass A. D., Natarajan E., Lakshmi P. An investigation of temperature effects on solar photovoltaic cells and modules. International Journal of Engineering, Transactions B: Applications 2014:27(11):1713–1722. https://doi.org/10.5829/idosi.ije.2014.27.11b.09 Search in Google Scholar

[12] Williams H. J., Hashad K., Wang H., Zhang K. M. The potential for agrivoltaics to enhance solar farm cooling. Applied Energy 2023:332:120478. https://doi.org/10.1016/j.apenergy.2022.120478 Search in Google Scholar

[13] Smith S. E., Viggiano B., Ali N., Silverman T. J., Obligado M., Calaf M., Cal R. B. Increased panel height enhances cooling for photovoltaic solar farms. Applied Energy 2022:325:119819. https://doi.org/10.1016/j.apenergy.2022.119819 Search in Google Scholar

[14] Osma G., Ordóñez G., Hernández E., Quintero L., Torres M. The impact of height installation on the performance of PV panels integrated into a green roof in tropical conditions. WIT Transactions on Ecology and the Environment 2016:205:147–156. https://doi.org/10.2495/EQ160141 Search in Google Scholar

[15] Mamun M. A. A., Islam M. M., Hasanuzzaman M., Selvaraj J. Effect of tilt angle on the performance and electrical parameters of a PV module: Comparative indoor and outdoor experimental investigation. Energy and Built Environment 2022:3(3):278–290. https://doi.org/10.1016/j.enbenv.2021.02.001 Search in Google Scholar

[16] N’Tsoukpoe K. E. Effect of orientation and tilt angles of solar collectors on their performance: Analysis of the relevance of general recommendations in the West and Central African context. Scientific African 2022:15:e01069. https://doi.org/10.1016/j.sciaf.2021.e01069 Search in Google Scholar

[17] Sharma G. S., Mahela O. P., Hussien M. G., Khan B., Padmanaban S., Shafik M. B., Elbarbary Z. M. S. Performance Evaluation of a MW-Size Grid-Connected Solar Photovoltaic Plant Considering the Impact of Tilt Angle. Sustainability 2022:14(3):1444. https://doi.org/10.3390/su14031444 Search in Google Scholar

[18] Dubey S., Sarvaiya J. N., Seshadri B. Temperature Dependent Photovoltaic (PV) Efficiency and Its Effect on PV Production in the World – A Review. Energy Procedia 2013:33:311–321. https://doi.org/10.1016/j.egypro.2013.05.072 Search in Google Scholar

[19] Ur Rehman S., Farooq M., Qamar A., Usman M., Ahmad G., Sultan M., Saleem M. W., Hussain I., Imran M., Ali Q., Javaid M. Y., Siddiqui F. A. Experimental investigation to thermal performance of different photo voltaic modules for efficient system design. Alexandria Engineering Journal 2022:61(12):12623–12634. https://doi.org/10.1016/j.aej.2022.06.037 Search in Google Scholar

[20] Adeeb J., Farhan A., Al-Salaymeh A. Temperature Effect on Performance of Different Solar Cell Technologies. Journal of Ecological Engineering 2019:20(5):249–254. https://doi.org/10.12911/22998993/105543 Search in Google Scholar

[21] Bilen K., Erdoğan İ. Effects of cooling on performance of photovoltaic/thermal (PV/T) solar panels: A comprehensive review. Solar Energy 2023:262:111829. https://doi.org/10.1016/j.solener.2023.111829 Search in Google Scholar

[22] Satpute J. B., Rajan J. A. Recent advancement in cooling technologies of solar photovoltaic (PV) system. FME Transactions 2018:46(4):575–584. https://doi.org/10.5937/fmet1804575S Search in Google Scholar

[23] Mariam E., Ramasubramanian B., Reddy V. S., Dalapati G. K., Ghosh S., PA T. S., Chakrabortty S., Motapothula M. R., Kumar A., Ramakrishna S., Krishnamurthy S. Emerging trends in cooling technologies for photovoltaic systems. Renewable and Sustainable Energy Reviews 2024:192:114203. https://doi.org/10.1016/j.rser.2023.114203 Search in Google Scholar

[24] Choi S. M., Park C-D., Cho S-H., Lim B-J. Effects of wind loads on the solar panel array of a floating photovoltaic system – Experimental study and economic analysis. Energy 2022:256:124649. https://doi.org/10.1016/j.energy.2022.124649 Search in Google Scholar

[25] Demirdelen T., Alici H., Esenboğa B., Güldürek M. Performance and Economic Analysis of Designed Different Solar Tracking Systems for Mediterranean Climate. Energies 2023:16(10):4197. https://doi.org/10.3390/en16104197 Search in Google Scholar

[26] Sun L., Bai J., Pachauri R. K., Wang S. A horizontal single-axis tracking bracket with an adjustable tilt angle and its adaptive real-time tracking system for bifacial PV modules. Renewable Energy 2024:221:119762. https://doi.org/10.1016/j.renene.2023.119762 Search in Google Scholar

[27] Kolhe M. Techno-Economic Optimum Sizing of a Stand-Alone Solar Photovoltaic System. IEEE Transactions on Energy Conversion 2009:24(2):511–519. https://doi.org/10.1109/TEC.2008.2001455 Search in Google Scholar

[28] Kumar N. M., Vishnupriyan J., Sundaramoorthi P. Techno-economic optimization and real-time comparison of sun tracking photovoltaic system for rural healthcare building. Journal of Renewable and Sustainable Energy 2019:11(1):015301. https://doi.org/10.1063/1.5065366 Search in Google Scholar

[29] Ghabuzyan L., Pan K., Fatahi A., Kuo J., Baldus-Jeursen C. Thermal Effects on Photovoltaic Array Performance: Experimentation, Modeling, and Simulation. Applied Sciences 2021:11(4):1460. https://doi.org/10.3390/app11041460 Search in Google Scholar

[30] Glick A., Smith S. E., Ali N., Bossuyt J., Recktenwald G., Calaf M., Cal R. B. Influence of flow direction and turbulence intensity on heat transfer of utility-scale photovoltaic solar farms. Solar Energy 2020:207:173–182. https://doi.org/10.1016/j.solener.2020.05.061 Search in Google Scholar

[31] Lacombe F. Vérification et validation d’une loi de paroi consistante du modèle de turbulence K-w SST, 2017. Search in Google Scholar

[32] Al-Bana A. S., Zahran S., Ahmed M. M., Al-Sayaad K. M. Performance Analysis and Validation of Different Meshing Techniques Used for Computational Fluid Dynamics Simulation. 2022 International Telecommunications Conference (ITC-Egypt) 2022:1–5. https://doi.org/10.1109/ITC-Egypt55520.2022.9855763 Search in Google Scholar

[33] Heinrich R. Implementation and Usage of Structured Algorithms within an Unstructured CFD-Code. New Results in Numerical and Experimental Fluid Mechanics V 2006:430–437. https://doi.org/10.1007/978-3-540-33287-9_53 Search in Google Scholar

[34] Schlipf M., Tismer A., Riedelbauch S. On the application of hybrid meshes in hydraulic machinery CFD simulations. IOP Conference Series: Earth and Environmental Science 2016:49(6):062013. https://doi.org/10.1007/978-3-540-33287-9_53 Search in Google Scholar

[35] Kowarsch U., Hofmann T., Keßler M., Krämer E. Adding Hybrid Mesh Capability to a CFD-Solver for Helicopter Flows. High Performance Computing in Science and Engineering ´16 2016:461–471. https://doi.org/10.1007/978-3-319-47066-5_31 Search in Google Scholar

[36] NASA Prediction of Worldwide Energy Resources (POWER) Data Access Viewer [Online]. [Accessed 15.05.2025]. Available: https://power.larc.nasa.gov/data-access-viewer/ Search in Google Scholar

[37] Tominaga Y., Blocken B. Wind tunnel experiments on cross-ventilation flow of a generic building with contaminant dispersion in unsheltered and sheltered conditions. Building and Environment 2015:92:452–461. https://doi.org/10.1016/j.buildenv.2015.05.026 Search in Google Scholar