Studi Eksperimental Pengaruh Ketinggian dan Sudut Kemiringan Modul Fotovoltaik Terapung terhadap Perilaku dan Potensi Degradasi Termal pada Panel Surya
DOI:
https://doi.org/10.70716/reswara.v4i3.733Keywords:
floating photovoltaic, thermal degradation, height, tilt angle, statistical analysisAbstract
Floating Photovoltaic (FPV) systems enhance performance through the natural cooling effect of water bodies, yet module operating temperature remains a critical factor affecting electrical performance and long-term reliability and is strongly influenced by physical configuration. This study analyzes the effects of module height above the water surface (250, 500, and 750 mm) and tilt angle (5°, 15°, and 25°) on photovoltaic cell temperature (Tmod) and the Arrhenius Acceleration Factor (AF) as an indicator of thermal degradation potential. Measurements were conducted on an FPV system at ITS Graha Pond, Surabaya, Indonesia, from 09:00 to 15:00 local time at 30-minute intervals, analyzed using the Taguchi L9(3²) Orthogonal Array, Signal-to-Noise (S/N) ratio, Main Effect Analysis (MEA), and Analysis of Variance (ANOVA). Results show Tmod ranged from 32.91°C to 54.96°C, yielding AF values between 3.9488 and 5.9110. The optimal configuration (A₃B₃: 750 mm height, 25° tilt) produced Tmod = 48.10°C and AF = 4.0524. ANOVA identified module height as the most dominant factor, contributing 72.92% to Tmod variation and 68.93% to AF variation, statistically significant at α = 0.05. Tilt angle contributed 13.82% (Tmod) and 16.25% (AF) but was not significant. These findings underscore the importance of selecting appropriate FPV physical configurations to reduce operating temperature, enhance energy efficiency, and extend system service life in tropical climates.
References
Absike, H., et al. (2021). Synthesis of CuO thin films based on Taguchi design for solar absorber. Optical Materials, 118, 111224. https://doi.org/10.1016/j.optmat.2021.111224
Altınkök, S., & Altınkök, A. (2026). Experimental investigation and scaling of integrated PV-TEG systems for thermal management and electrical power gain. Energy, 12, 100707. https://doi.org/10.1016/j.nxener.2026.100707
Asefa, N. S., et al. (2025). Maximizing photovoltaic thermal system through computational fluid dynamics-driven multi-factor parametric optimization: A Taguchi-grey relational analysis method. Case Studies in Thermal Engineering, 69, 105991. https://doi.org/10.1016/j.csite.2025.105991
Attanayake, K., et al. (2024). Renewable energy as a solution to climate change: Insights from a comprehensive study across nations. PLOS ONE, 19(6), e0299807. https://doi.org/10.1371/journal.pone.0299807
Bamisile, O., Acen, C., Cai, D., Huang, Q., & Staffell, I. (2025). The environmental factors affecting solar photovoltaic output. Renewable and Sustainable Energy Reviews, 208, 115073. https://doi.org/10.1016/j.rser.2024.115073
Ben Seddik, Z., Ben Taher, M. A., Laknizi, A., Ahachad, M., Bahraoui, F., & Mahdaoui, M. (2022). Hybridization of Taguchi method and genetic algorithm to optimize a PVT in different Moroccan climatic zones. Energy, 250, 123802. https://doi.org/10.1016/j.energy.2022.123802
Bugeja, R., Mule' Stagno, L., Godin, C., Luo, W., & Zhang, X. (2025). Advancements and challenges in floating photovoltaic installations focusing on technologies, opportunities, and future directions. Energies, 18(22), 5908. https://doi.org/10.3390/en18225908
Damo, U. M., Ozoegwu, C. G., Ogbonnaya, C., & Maduabuchi, C. (2023). Effects of light, heat and relative humidity on the accelerated testing of photovoltaic degradation using Arrhenius model. Solar Energy, 250, 335–346. https://doi.org/10.1016/j.solener.2023.01.002
Eglin, T., Rodriguez-Perez, H., & De Billy, V. (2025). Ecological impacts of floating photovoltaics on lake ecosystems: Eco-design and research perspectives. Knowledge & Management of Aquatic Ecosystems, (426), 27. https://doi.org/10.1051/kmae/2025023
Faruqui, M. F. I., Jawad, A., & Masood, N.-A. (2023). Techno-economic assessment of power generation potential from floating solar photovoltaic systems in Bangladesh. Heliyon, 9(6), e16785. https://doi.org/10.1016/j.heliyon.2023.e16785
Fennessy, A., Onea, V., Walshe, J., Doran, J., Purcar, M., & Amarandei, G. (2025). Suitability of existing photovoltaic degradation models for agrivoltaic systems. Energies, 18(8), 1937. https://doi.org/10.3390/en18081937
Gelis, K., Ozbek, K., Ozyurt, O., & Naci Celik, A. (2023). Multi-objective optimization of a photovoltaic thermal system with different water-based nanofluids using Taguchi approach. Applied Thermal Engineering, 219, 119609. https://doi.org/10.1016/j.applthermaleng.2022.119609
Hallberg, Ö., & Peck, D. S. (1991). Recent humidity accelerations, a base for testing standards. Quality and Reliability Engineering International, 7(3), 169–180. https://doi.org/10.1002/qre.4680070308
Hamdani, D., Kusuma, R., Munir, R., Natalisanto, A. I., Ummah, A. R., & Rian Dani, A. T. (2026). Optimization of (p–i1–i2–n) a-Si:H solar cell interfaces: An integrated AFORS-HET and Taguchi design of experiments study. World Journal of Engineering, 1–15. https://doi.org/10.1108/WJE-02-2026-0067
Hammami, M., Torretti, S., Grimaccia, F., & Grandi, G. (2017). Thermal and performance analysis of a photovoltaic module with an integrated energy storage system. Applied Sciences, 7(11), 1107. https://doi.org/10.3390/app7111107
Hosseinzadeh, M., Salari, A., Sardarabadu, M., & Passandideh-Fard, M. (2018). Optimization and parametric analysis of a nanofluid based photovoltaic thermal system: 3D numerical model with experimental validation. Energy Conversion and Management, 160, 93–108. https://doi.org/10.1016/j.enconman.2018.01.006
Karadede, K., Adıgüzel, E., Zeynalov, J., & Ersoy, A. (2026). Optimization of PV panels using Taguchi method under environmental factors. IETE Journal of Research, 72(1), 359–369. https://doi.org/10.1080/03772063.2025.2568934
Khoja, I.-U.-R., et al. (2025). A comparative review: Floating photovoltaic, agrivoltaics, and ground-mounted PV systems. IEEE Access, 13, 45853–45873. https://doi.org/10.1109/ACCESS.2025.3547438
Kobayashi, T., et al. (2024). Cost-efficiency potential of solar energy on a global scale: Case studies for Si solar modules with PERC and heterojunction structures. Progress in Photovoltaics: Research and Applications, 32(11), 799–813. https://doi.org/10.1002/pip.3835
Lazo, J., Trujillo-Baute, E., & Watts, D. (2026). Land-use dilemma: Evaluating the transition from crops to solar PV plants using a real options approach. Journal of Cleaner Production, 540, 147468. https://doi.org/10.1016/j.jclepro.2026.147468
Li, C., Xiong, K., & Liu, J. (2026). Global energy transition through the lens of metacoupling. Engineering. Advance online publication. https://doi.org/10.1016/j.eng.2026.01.015
Liu, D.-K., Hsieh, C.-C., Liao, T.-W., & Kuo, C.-F. J. (2023). The use of the Taguchi method with grey relational analysis for nanofluid-phase change-optimized parameter design at a rooftop solar photovoltaic thermal composite module for small households. Sustainability, 15(20), 15163. https://doi.org/10.3390/su152015163
Liu, R., Li, X., Liu, Y., Zhang, Z., & Wu, M. (2025). Accelerated aging method of performance attenuation of crystalline silicon photovoltaic modules under full-spectrum conditions. Materials, 18(7), 1507. https://doi.org/10.3390/ma18071507
Liu, X., Zhou, Y., Li, C.-Q., Lin, Y., Yang, W., & Zhang, G. (2019). Optimization of a new phase change material integrated photovoltaic/thermal panel with the active cooling technique using Taguchi method. Energies, 12(6), 1022. https://doi.org/10.3390/en12061022
Lyu, Z., et al. (2025). The aging behavior and service time estimation of photovoltaic backsheets based on artificially accelerated aging and outdoor aging. Solar Energy, 291, 113380. https://doi.org/10.1016/j.solener.2025.113380
Marques Araújo, R. G., Marques Lameirinhas, R. A., Pereira Fernandes, J. F., Tomás Oliveira, R. J., Correia V. Bernardo, C. P., & Torres, J. P. N. (2025). Experimental determination of Arrhenius degradation coefficients for monocrystalline photovoltaic solar cells. Results in Optics, 21, 100861. https://doi.org/10.1016/j.rio.2025.100861
Nayyar, A., Sharma, D., Soni, S. L., Gautam, V., Kumar, C., & Augustine, M. (2023). Study of performance and emissions of a stationary DI variable compression ratio CI engine fueled with n-butanol/diemod blends using Taguchi technique. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 45(1), 2972–2998. https://doi.org/10.1080/15567036.2019.1666937
Nedelcu, A.-T., Faităr, C., Voicu, I., & Panaitescu, M. (2026). Floating photovoltaic systems—Energy performance and environmental challenges in sustainable development. Sustainability, 18(5), 2588. https://doi.org/10.3390/su18052588
Nooni, I. K., Ogou, F. K., Saidou Chaibou, A. A., Fianko, S. K., Atta-Darkwa, T., & Prempeh, N. A. (2025). Relative humidity and air temperature characteristics and their drivers in Africa tropics. Atmosphere, 16(7), 828. https://doi.org/10.3390/atmos16070828
Nugroho, H. W. (2025). The role of energy transition in anticipating the impacts of climate change. Interaction: Community Engagement in Social and Environment, 3(1). https://doi.org/10.61511/icese.v3i1.2025.2087
Octario, B., & Dwiyantoro, B. A. (2025). Analysis and design of floating PV systems in several Batam reservoirs for optimizing the renewable energy mix. Journal of Physics: Conference Series, 2942(1), 012016. https://doi.org/10.1088/1742-6596/2942/1/012016
Oeishee, M. H., & Rahman, Md. M. (2026). A review of floating photovoltaic systems: Prospects, challenges, and sustainability considerations. Global Challenges, 10(2), e00581. https://doi.org/10.1002/gch2.202500581
Park, N. C., Oh, W. W., & Kim, D. H. (2013). Effect of temperature and humidity on the degradation rate of multicrystalline silicon photovoltaic module. International Journal of Photoenergy, 2013, 1–9. https://doi.org/10.1155/2013/925280
Qamar, S. H., et al. (2026). Performance and economic evaluation of floating (FPV) and land-based PV (LBPV) systems on reservoirs: A multi-site case study. Energy Conversion and Management: X, 31, 101886. https://doi.org/10.1016/j.ecmx.2026.101886
Rahma, S. F., Pratama, D. Y. E., Rohwidianto, F. P., & Sanjaya, M. B. (2025). Photovoltaic efficiency and technology innovation in renewable energy: A systematic literature review. Semesta Teknika, 28(1), 62–76. https://doi.org/10.18196/st.v28i1.25189
Ramanan, C. J., Lim, K. H., & Kurnia, J. C. (2025). Thermal behavior of floating photovoltaics: A comparison of performance at varying heights and benchmarking against land-based photovoltaics. Applied Energy, 388, 125642. https://doi.org/10.1016/j.apenergy.2025.125642
Satpute, J., et al. (2024). Performance optimization for solar photovoltaic thermal system with spiral rectangular absorber using Taguchi method. Scientific Reports, 14(1), 23849. https://doi.org/10.1038/s41598-024-73065-9
Sepúlveda-Oviedo, E. H. (2025). A review of operational factors affecting photovoltaic system performance. Energy Conversion and Management: X, 26, 100942. https://doi.org/10.1016/j.ecmx.2025.100942
Sinha, A., et al. (2020). Prediction of climate-specific degradation rate for photovoltaic encapsulant discoloration. IEEE Journal of Photovoltaics, 10(4), 1093–1101. https://doi.org/10.1109/JPHOTOV.2020.2989182
Skoplaki, E., & Palyvos, J. A. (2009). On the temperature dependence of photovoltaic module electrical performance: A review of efficiency/power correlations. Solar Energy, 83(5), 614–624. https://doi.org/10.1016/j.solener.2008.10.008
Sutanto, B., Iacovides, H., Nasser, A., Cioncolini, A., & Afgan, I. (2025). Efficiency improvement of floating photovoltaic panels with natural convection cooling loops: Multi-physics thermal modelling. Solar Energy, 286, 113170. https://doi.org/10.1016/j.solener.2024.113170
Wu, R., Ma, C., Liu, Z., Deng, Z., & Zhang, Z. (2025). Thermal characteristics evaluation of floating photovoltaic modules based on an improved dynamic coupled thermal-electrical model. Renewable Energy, 248, 123061. https://doi.org/10.1016/j.renene.2025.123061
Yan, B., et al. (2022). Numerical and experimental investigation of photovoltaic/thermal systems: Parameter analysis and determination of optimum flow. Sustainability, 14(16), 10156. https://doi.org/10.3390/su141610156
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