Frontiers in artificial intelligence and applications
A Scheme for Charging Load Prediction of EV Based on Fuzzy Theory
January 2024 • Sike Wang, Liansong Yu, Peng Cao, Huafeng Hu, Bo Pang, Wei Luo, Xiaohu Ge
With the development of the electric vehicle industry, the increasing charging load of electric vehicles has brought enormous pressure to urban distribution networks, affecting their safety and efficiency. Therefore, the power system needs a better load forecasting model to predict the load value more accurately. Considering that traditional electric vehicle charging load prediction models still have many shortcomings, this article uses fuzzy theory to deal with uncertain influencing factors and combines fuzzy clu…