Research on optimization of charging pile siting based on immune algorithm

GuoHan Ma; QiPeng Zheng; JingFeng Wang; TianYi Zhang; Da Chang; XingLi Li

doi:10.1117/12.2668802

28 March 2023 Research on optimization of charging pile siting based on immune algorithm

GuoHan Ma, QiPeng Zheng, JingFeng Wang, TianYi Zhang, Da Chang, XingLi Li

Proceedings Volume 12566, Fifth International Conference on Computer Information Science and Artificial Intelligence (CISAI 2022); 125664F (2023) https://doi.org/10.1117/12.2668802
Event: Fifth International Conference on Computer Information Science and Artificial Intelligence (CISAI 2022), 2022, Chongqing, China

Abstract

Aiming at the problem of supply and demand that a large number of charging piles are idle, and the charging of some users is not satisfied, an Immune Algorithm (IA) based charging pile location optimization model is proposed. Give full consideration to affect the charging pile location of multivariate data, such as the data, the number of parking queued up for the charging data, etc., has established the mathematical model of charging pile location selection problem. Secondly, from the perspective of the user, based on the user to the shortest charging pile distance, time, at least for the target's location optimization model, in the regional scale adaptive search for charging pile location. Finally, through the simulation experiment, the rationality and effectiveness of the immune algorithm for optimizing the location of charging piles are verified, which provides a reference for the scientific location of charging piles.

Citation Download Citation

GuoHan Ma, QiPeng Zheng, JingFeng Wang, TianYi Zhang, Da Chang, and XingLi Li "Research on optimization of charging pile siting based on immune algorithm", Proc. SPIE 12566, Fifth International Conference on Computer Information Science and Artificial Intelligence (CISAI 2022), 125664F (28 March 2023); https://doi.org/10.1117/12.2668802

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