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基于启发式贪婪算法的电动汽车充电调度优化

叶振豪 张宗包 于洋洋 武婕

微型电脑应用2025,Vol.41Issue(4):115-118,122,5.
微型电脑应用2025,Vol.41Issue(4):115-118,122,5.

基于启发式贪婪算法的电动汽车充电调度优化

Electric Vehicle Charging Scheduling Optimization Based on Heuristic Greedy Algorithm

叶振豪 1张宗包 1于洋洋 1武婕1

作者信息

  • 1. 深圳供电局有限公司,广东,深圳 518000
  • 折叠

摘要

Abstract

The high penetration ratio of electric vehicles in the distribution network has brought significant operational challen-ges to the distribution network.To optimize the charging scheduling problem of electric vehicles,an electric vehicle charging scheduling optimization method based on heuristic greedy algorithm is proposed.This method takes into account the effects of the non-linearity of the three-phase formula,the important constraints of distribution network,and the uncertainty of EV load and performance on EV charging scheduling.A multi-cycle three-phase power flow is utilized to optimize charging cycle schedu-ling of connected electric vehicles within 24 h.The proposed method is tested on IEEE low-voltage distribution test feeder to verify the effectiveness of the proposed charging scheduling method.

关键词

电动汽车/启发式贪婪算法/充电调度/优化控制

Key words

electric vehicle/heuristic greedy algorithm/charging scheduling/optimal control

分类

动力与电气工程

引用本文复制引用

叶振豪,张宗包,于洋洋,武婕..基于启发式贪婪算法的电动汽车充电调度优化[J].微型电脑应用,2025,41(4):115-118,122,5.

基金项目

深圳供电局有限公司技改项目(090000GS62201342) (090000GS62201342)

微型电脑应用

1007-757X

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