Construction of a framework for real-time evaluation of regulation effect of distributed photovoltaic users based on multi-source data fusion

[1] Xue, J. (2017). Photovoltaic agriculture-New opportunity for photovoltaic applications in China. Renewable and Sustainable Energy Reviews, 73, 1-9. Xue J. ( 2017 ). Photovoltaic agriculture-New opportunity for photovoltaic applications in China . Renewable and Sustainable Energy Reviews , 73 , 1 - 9 . Search in Google Scholar

[2] Kruitwagen, L., Story, K. T., Friedrich, J., Byers, L., Skillman, S., & Hepburn, C. (2021). A global inventory of photovoltaic solar energy generating units. Nature, 598(7882), 604-610. Kruitwagen L. Story K. T. Friedrich J. Byers L. Skillman S. Hepburn C. ( 2021 ). A global inventory of photovoltaic solar energy generating units . Nature , 598 ( 7882 ), 604 - 610 . Search in Google Scholar

[3] Traverse, C. J., Pandey, R., Barr, M. C., & Lunt, R. R. (2017). Emergence of highly transparent photovoltaics for distributed applications. Nature Energy, 2(11), 849-860. Traverse C. J. Pandey R. Barr M. C. Lunt R. R. ( 2017 ). Emergence of highly transparent photovoltaics for distributed applications . Nature Energy , 2 ( 11 ), 849 - 860 . Search in Google Scholar

[4] Yan, J., Yang, Y., Elia Campana, P., & He, J. (2019). City-level analysis of subsidy-free solar photovoltaic electricity price, profits and grid parity in China. Nature Energy, 4(8), 709-717. Yan J. Yang Y. Elia Campana P. He J. ( 2019 ). City-level analysis of subsidy-free solar photovoltaic electricity price, profits and grid parity in China . Nature Energy , 4 ( 8 ), 709 - 717 . Search in Google Scholar

[5] Blaabjerg, F., Yang, Y., Yang, D., & Wang, X. (2017). Distributed power-generation systems and protection. Proceedings of the IEEE, 105(7), 1311-1331. Blaabjerg F. Yang Y. Yang D. Wang X. ( 2017 ). Distributed power-generation systems and protection . Proceedings of the IEEE , 105 ( 7 ), 1311 - 1331 . Search in Google Scholar

[6] Li, J., Chen, S., Wu, Y., Wang, Q., Liu, X., Qi, L., … & Gao, L. (2021). How to make better use of intermittent and variable energy? A review of wind and photovoltaic power consumption in China. Renewable and Sustainable Energy Reviews, 137, 110626. Li J. Chen S. Wu Y. Wang Q. Liu X. Qi L. Gao L. ( 2021 ). How to make better use of intermittent and variable energy? A review of wind and photovoltaic power consumption in China . Renewable and Sustainable Energy Reviews , 137 , 110626 . Search in Google Scholar

[7] Nguyen, S., Peng, W., Sokolowski, P., Alahakoon, D., & Yu, X. (2018). Optimizing rooftop photovoltaic distributed generation with battery storage for peer-to-peer energy trading. Applied Energy, 228, 2567-2580. Nguyen S. Peng W. Sokolowski P. Alahakoon D. Yu X. ( 2018 ). Optimizing rooftop photovoltaic distributed generation with battery storage for peer-to-peer energy trading . Applied Energy , 228 , 2567 - 2580 . Search in Google Scholar

[8] Ferreira, A., Kunh, S. S., Fagnani, K. C., De Souza, T. A., Tonezer, C., Dos Santos, G. R., & Coimbra-Araújo, C. H. (2018). Economic overview of the use and production of photovoltaic solar energy in brazil. Renewable and Sustainable Energy Reviews, 81, 181-191. Ferreira A. Kunh S. S. Fagnani K. C. De Souza T. A. Tonezer C. Dos Santos G. R. Coimbra-Araújo C. H. ( 2018 ). Economic overview of the use and production of photovoltaic solar energy in brazil . Renewable and Sustainable Energy Reviews , 81 , 181 - 191 . Search in Google Scholar

[9] Sharma, V., Aziz, S. M., Haque, M. H., & Kauschke, T. (2020). Effects of high solar photovoltaic penetration on distribution feeders and the economic impact. Renewable and Sustainable Energy Reviews, 131, 110021. Sharma V. Aziz S. M. Haque M. H. Kauschke T. ( 2020 ). Effects of high solar photovoltaic penetration on distribution feeders and the economic impact . Renewable and Sustainable Energy Reviews , 131 , 110021 . Search in Google Scholar

[10] Zhao, B., Xu, Z., Xu, C., Wang, C., & Lin, F. (2017). Network partition-based zonal voltage control for distribution networks with distributed PV systems. IEEE Transactions on Smart Grid, 9(5), 4087-4098. Zhao B. Xu Z. Xu C. Wang C. Lin F. ( 2017 ). Network partition-based zonal voltage control for distribution networks with distributed PV systems . IEEE Transactions on Smart Grid , 9 ( 5 ), 4087 - 4098 . Search in Google Scholar

[11] Li, H., Lin, H., Tan, Q., Wu, P., Wang, C., De, G., & Huang, L. (2020). Research on the policy route of China’s distributed photovoltaic power generation. Energy Reports, 6, 254-263. Li H. Lin H. Tan Q. Wu P. Wang C. De G. Huang L. ( 2020 ). Research on the policy route of China’s distributed photovoltaic power generation . Energy Reports , 6 , 254 - 263 . Search in Google Scholar

[12] Guno, C. S., Agaton, C. B., Villanueva, R. O., & Villanueva, R. O. (2021). Optimal investment strategy for solar PV integration in residential buildings: A case study in the Philippines. International Journal of Renewable Energy Development, 10(1), 79. Guno C. S. Agaton C. B. Villanueva R. O. Villanueva R. O. ( 2021 ). Optimal investment strategy for solar PV integration in residential buildings: A case study in the Philippines . International Journal of Renewable Energy Development , 10 ( 1 ), 79 . Search in Google Scholar

[13] Chen, X., Shi, M., Zhou, J., Zuo, W., Chen, Y., Wen, J., & He, H. (2018). Consensus-based distributed control for photovoltaic-battery units in a DC microgrid. IEEE Transactions on Industrial Electronics, 66(10), 7778-7787. Chen X. Shi M. Zhou J. Zuo W. Chen Y. Wen J. He H. ( 2018 ). Consensus-based distributed control for photovoltaic-battery units in a DC microgrid . IEEE Transactions on Industrial Electronics , 66 ( 10 ), 7778 - 7787 . Search in Google Scholar

[14] Pasetti, M., Rinaldi, S., & Manerba, D. (2018). A virtual power plant architecture for the demand-side management of smart prosumers. Applied Sciences, 8(3), 432. Pasetti M. Rinaldi S. Manerba D. ( 2018 ). A virtual power plant architecture for the demand-side management of smart prosumers . Applied Sciences , 8 ( 3 ), 432 . Search in Google Scholar

[15] Jin, M., Feng, W., Marnay, C., & Spanos, C. (2018). Microgrid to enable optimal distributed energy retail and end-user demand response. Applied Energy, 210, 1321-1335. Jin M. Feng W. Marnay C. Spanos C. ( 2018 ). Microgrid to enable optimal distributed energy retail and end-user demand response . Applied Energy , 210 , 1321 - 1335 . Search in Google Scholar

[16] Wang, Y., Huang, Y., Wang, Y., Zeng, M., Li, F., Wang, Y., & Zhang, Y. (2018). Energy management of smart micro-grid with response loads and distributed generation considering demand response. Journal of cleaner production, 197, 1069-1083. Wang Y. Huang Y. Wang Y. Zeng M. Li F. Wang Y. Zhang Y. ( 2018 ). Energy management of smart micro-grid with response loads and distributed generation considering demand response . Journal of cleaner production , 197 , 1069 - 1083 . Search in Google Scholar

[17] Afzal, M., Huang, Q., Amin, W., Umer, K., Raza, A., & Naeem, M. (2020). Blockchain enabled distributed demand side management in community energy system with smart homes. Ieee Access, 8, 37428-37439. Afzal M. Huang Q. Amin W. Umer K. Raza A. Naeem M. ( 2020 ). Blockchain enabled distributed demand side management in community energy system with smart homes . Ieee Access , 8 , 37428 - 37439 . Search in Google Scholar

[18] Carreiro, A. M., Jorge, H. M., & Antunes, C. H. (2017). Energy management systems aggregators: A literature survey. Renewable and sustainable energy reviews, 73, 1160-1172. Carreiro A. M. Jorge H. M. Antunes C. H. ( 2017 ). Energy management systems aggregators: A literature survey . Renewable and sustainable energy reviews , 73 , 1160 - 1172 . Search in Google Scholar

[19] Tushar, M. H. K., Zeineddine, A. W., & Assi, C. (2017). Demand-side management by regulating charging and discharging of the EV, ESS, and utilizing renewable energy. IEEE Transactions on Industrial Informatics, 14(1), 117-126. Tushar M. H. K. Zeineddine A. W. Assi C. ( 2017 ). Demand-side management by regulating charging and discharging of the EV, ESS, and utilizing renewable energy . IEEE Transactions on Industrial Informatics , 14 ( 1 ), 117 - 126 . Search in Google Scholar

[20] Li, K., Wang, F., Mi, Z., Fotuhi-Firuzabad, M., Duić, N., & Wang, T. (2019). Capacity and output power estimation approach of individual behind-the-meter distributed photovoltaic system for demand response baseline estimation. Applied energy, 253, 113595. Li K. Wang F. Mi Z. Fotuhi-Firuzabad M. Duić N. Wang T. ( 2019 ). Capacity and output power estimation approach of individual behind-the-meter distributed photovoltaic system for demand response baseline estimation . Applied energy , 253 , 113595 . Search in Google Scholar

[21] Jin, X., Baker, K., Christensen, D., & Isley, S. (2017). Foresee: A user-centric home energy management system for energy efficiency and demand response. Applied Energy, 205, 1583-1595. Jin X. Baker K. Christensen D. Isley S. ( 2017 ). Foresee: A user-centric home energy management system for energy efficiency and demand response . Applied Energy , 205 , 1583 - 1595 . Search in Google Scholar

[22] Sameer Al Dahidi,Mohammad Alrbai,Bilal Rinchi,Loiy Al Ghussain,Osama Ayadi & Ali Alahmer. (2024). A tiered NARX model for forecasting day-ahead energy production in distributed solar PV systems. Cleaner Engineering and Technology100831-100831. Sameer Al Dahidi Mohammad Alrbai Bilal Rinchi Loiy Al Ghussain Osama Ayadi Ali Alahmer ( 2024 ). A tiered NARX model for forecasting day-ahead energy production in distributed solar PV systems . Cleaner Engineering and Technology 100831 - 100831 . Search in Google Scholar

[23] Hongwei Kang,Xin Li,Yong Shen,Xingping Sun & Qingyi Chen. (2024). Particle swarm optimization with historical return decay enhances cooperation in public goods games with investment risks. Chaos, Solitons and Fractals: the interdisciplinary journal of Nonlinear Science, and Nonequilibrium and Complex Phenomena(P1),115665-115665. Hongwei Kang Xin Li Yong Shen Xingping Sun Qingyi Chen ( 2024 ). Particle swarm optimization with historical return decay enhances cooperation in public goods games with investment risks . Chaos, Solitons and Fractals: the interdisciplinary journal of Nonlinear Science, and Nonequilibrium and Complex Phenomena(P1) , 115665 - 115665 . Search in Google Scholar

[24] Song Zeren,Tian Hongliang,Zuo Tao & Kuang Jiaxin. (2022). A broadband loose coupling coupler with discrete structure and hybrid binary particle swarm genetic optimization algorithm. International Journal of RF and Microwave Computer-Aided Engineering(12). Song Zeren Tian Hongliang Zuo Tao Kuang Jiaxin ( 2022 ). A broadband loose coupling coupler with discrete structure and hybrid binary particle swarm genetic optimization algorithm . International Journal of RF and Microwave Computer-Aided Engineering(12) . Search in Google Scholar