Multiple factor analytical performance assessment model of solar cell array electrical behavior for low-orbit spacecraft

References

• Abdi, H., L. J. Williams, and D. Valentin. 2013. Multiple factor analysis: Principal component analysis for multitable and multiblock data sets. Wiley Interdisciplinary Reviews, Computational Statistics 5 (2):149–79. doi:10.1002/wics.1246.
   Google Scholar
• Aierken, A., L. Fang, M. Heini, Q. M. Zhang, Z. H. Li, X. F. Zhao, M. Sailai, H. T. Liu, Q. Guo, W. Gao, et al. 2018. Effects of proton irradiation on upright metamorphic GaInP/GaInAs/Ge triple junction solar cells. Solar Energy Materials and Solar Cells 185:36–44. doi:10.1016/j.solmat.2018.04.035.
   Web of Science ®Google Scholar
• Anspaugh, B. 1996. E.GaAs Solar cell radiation handbook. Jet Propulsion Laboratory.1.1–5.31.
   Google Scholar
• An, R., X. Zhang, J. Shen, W. Jiang, X. Wang, W. Zhang, W. Liu, Y. Tian, and C. Wang. 2022. Physics-of-degradation-based life prediction of solder interconnects of long-life solar arrays in low-earth orbit. Solar Energy 248:196–209. doi:10.1016/j.solener.2022.11.016.
   Web of Science ®Google Scholar
• Bai, S., W. Wang, Z. Chen, and W. Yao. 2021. Research on abnormal output current drop of solar array of a low earth orbit satellite. IEEE Aerospace and Electronic Systems Magazine 36 (5):48–58. doi:10.1109/MAES.2020.3043137.
   Web of Science ®Google Scholar
• Boca, A., R. Warwick, B. White, and R. Ewell. 2017. A data-driven evaluation of the viability of solar arrays at Saturn. IEEE Journal of Photovoltaics 7 (4):1159–64. doi:10.1109/JPHOTOV.2017.2698499.
   Web of Science ®Google Scholar
• Cao, M., T. Zhang, Y. Liu, W. Yu, and M. Ming. 2019. A performance degradation model of solar cells in an on-orbit resource satellite based on peak currents. Solar Energy 189:26–34. doi:10.1016/j.solener.2019.07.030.
   Web of Science ®Google Scholar
• Cui, T. J., and S. S. Li. 2018. Deep learning of system reliability under multi-factor influence based on space fault tree. Neural Computing & Applications 31 (9):4761–76. doi:10.1007/s00521-018-3416-2.
   Web of Science ®Google Scholar
• Davidson, L., K. E. Haque, and F. Toor. 2017. Analytical model for simulating thin-film/wafer-based tandem junction solar cells. Solar Energy 150:287–97. doi:10.1016/j.solener.2017.04.053.
   Web of Science ®Google Scholar
• Jamil, W. J., H. A. Rahman, S. Shaari, and Z. Salam. 2017. Performance degradation of photovoltaic power system: Review on mitigation methods. Renewable & Sustainable Energy Reviews 67:876–891. doi:10.1016/j.rser.2016.09.072.
   Web of Science ®Google Scholar
• Karmakar, S. 2020. High-efficiency multiple quantum well triple-junction tandem solar cell. Journal of Electronic Materials 49 (5):3124–29. doi:10.1007/s11664-020-08060-7.
   Web of Science ®Google Scholar
• Kumar, M., and A. Kumar. 2017. Performance assessment and degradation analysis of solar photovoltaic technologies: A review. Renewable & Sustainable Energy Reviews 78:554–587. doi:10.1016/j.rser.2017.04.083.
   Web of Science ®Google Scholar
• Li, J., M. Lv, D. Tan, W. Zhu, K. Sun, and Y. Zhang. 2016. Output performance analyses of solar array on stratospheric airship with thermal effect. Applied Thermal Engineering 104:743–750. doi:10.1016/j.applthermaleng.2016.05.122.
   Web of Science ®Google Scholar
• Liu, L., Z. Wang, Y. Wang, J. Wang, R. Chang, G. He, S. Li, Z. Gao, J. Li, and C. Liu. 2020. Optimizing wind/solar combinations at finer scales to mitigate renewable energy variability in China. Renewable & Sustainable Energy Reviews 132:110151. doi:10.1016/j.rser.2020.110151.
   Web of Science ®Google Scholar
• Liu, L., H. Xiao, K. Jin, Z. Xiao, X. Du, K. Yan, L. Ding, Q. Bao, C. Yi, and F. Liu. 2023. 4-terminal inorganic perovskite/organic tandem solar cells offer 22% efficiency. Nano-Micro Letters 15 (1):23. doi:10.1007/s40820-022-00995-2.
   Web of Science ®Google Scholar
• Liu, Y., Z. Xu, H. Du, and M. Lv. 2022. Multidisciplinary optimization of thermal insulation layer for stratospheric airship with a solar array. Aerospace 9 (2):83. doi:10.3390/aerospace9020083.
   Web of Science ®Google Scholar
• Lupangu, C., and R. C. Bansal. 2017. A review of technical issues on the development of solar photovoltaic systems. Renewable & Sustainable Energy Reviews 73:950–965. doi:10.1016/j.rser.2017.02.003.
   Web of Science ®Google Scholar
• Mukhopadhyay, S., S. Ramakrishna, A. Kumar, and G. K. Dalapati. 2021. A numerical fitting-based compact model: An effective way to extract solar cell parameters. Journal of Electronic Materials 50 (4):1591–1600. doi:10.1007/s11664-020-08286-5.
   Web of Science ®Google Scholar
• Neubauer, C., A. Samieipour, S. Oueslati, M. Danilson, and D. Meissner. 2019. Ageing of kesterite solar cells 1: Degradation processes and their influence on solar cell parameters. Thin Solid Films 669:595–9. doi:10.1016/j.tsf.2018.11.043.
   Web of Science ®Google Scholar
• Quansah, D. A., and M. S. Adaramola. 2018. Ageing and degradation in solar photovoltaic modules installed in northern Ghana. Solar Energy 173:834–847. doi:10.1016/j.solener.2018.08.021.
   Web of Science ®Google Scholar
• Soudi, N., S. Nanayakkara, N. M. Jahed, and S. Naahidi. 2020. Rise of nature-inspired solar photovoltaic energy convertors. Solar Energy 208:31–45. doi:10.1016/j.solener.2020.07.048.
   Web of Science ®Google Scholar
• Suresh, H. N., S. Rajanna, and S. Rajanna. 2019. Performance enhancement of hybrid interconnected solar photovoltaic array using shade dispersion magic square puzzle pattern technique under partial shading conditions. Solar Energy 194:602–17. doi:10.1016/j.solener.2019.10.068.
   Web of Science ®Google Scholar
• Tanesab, J., D. Parlevliet, J. Whale, T. Urmee, and T. Pryor. 2015. The contribution of dust to performance degradation of PV modules in a temperate climate zone. Solar Energy 120:147–157. doi:10.1016/j.solener.2015.06.052.
   Web of Science ®Google Scholar
• Tan, W., and J. Hu. 2009. Spacecraft system engineering, 218. China Science and Technology Press.
   Google Scholar
• Westgate, T. M., A. B. Boivin, B. W. Veerman, B. Born, G. Todd, and J. F. Holzman. 2021. A corner-cube-cell solar array for improved capture of optical power and increased generation of electrical power. IEEE Journal of Photovoltaics 12 (1):344–52. doi:10.1109/JPHOTOV.2021.3116018.
   Web of Science ®Google Scholar
• Yang, N., Z. Yu, Y. Liang, G. Liu, S. Xiao, S. Chen, M. Yin, and J. Xu. 2022. The electrical property of space solar array under partial shading conditions and its in-orbit influence. Journal of Materials Science: Materials in Electronics 33 (16):13190–97. doi:10.1007/s10854-022-08258-x.
   Web of Science ®Google Scholar
• Yao, Y., Y. Wang, H. Jia, and Y. Mu. 2023. An analytical approach based on coupled multi-physics model for photovoltaic arrays performance simulation. Electric Power Systems Research 224:109773. doi:10.1016/j.epsr.2023.109773.
   Web of Science ®Google Scholar
• Yu, Q., Y. Qin, P. Liu, and G. Ren. 2018. A panel data model-based multi-factor predictive model of highway electromechanical equipment faults. IEEE Transactions on Intelligent Transportation Systems 19 (9):3039–45. doi:10.1109/TITS.2018.2792493.
   Web of Science ®Google Scholar
• Zou, B., Y. Jiang, Y. Yao, and H. Yang. 2019. Optical performance of parabolic trough solar collectors under condition of multiple optical factors. Applied Thermal Engineering 160:114070. doi:10.1016/j.applthermaleng.2019.114070.
   Web of Science ®Google Scholar