A novel electric vehicle charging guidance strategy for distribution grids based on stochastic response capacity
Year: 2025
Type: conference-paper
Abstract: In the new power system distribution grid, the source-load mismatch is caused by the uncertainty of scenery and the randomness of EV charging behavior, and this paper proposes a new distribution grid EV charging guidance strategy based on random response capacity. First, the EV stochastic charging load is modeled. Then, to address the stochasticity of scenery output, Latin hypercubic sampling is used to generate scenarios, and the fast antecedent elimination technique with an improved reduction rate is utilized for scenario reduction. Finally, a DDPG EV charging control strategy is established. Simulation examples verify the effectiveness of the method.
Authors: Jingya Chen, Dong Zhang, Hongyang Jin
Institution: Shenyang Institute of Engineering
Language: English
Subfield: Electrical and Electronic Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W4413153898