福建师范大学学报（自然科学版）2026，Vol.42Issue(1)：10-19,79,11.DOI:10.12046/j.issn.1000-5277.2024110049
基于充电优先级确定机制的电动汽车充电调度策略
Electric Vehicle Charging Scheduling Based on a Charging Priority Determination Mechanism
摘要
Abstract
To address the charging scheduling problem in a parking lot with multiple charging modes,an electric vehicle charging scheduling strategy based on a charging priority determination mechanism is proposed.First,considering the variability in the tolerable waiting times and charging demands among electric vehicles,a charging priority determination mechanism is proposed,which aims to reasonably allocate charging modes to improve the charging efficiency of electric vehicles.Second,an adaptive crossover and mutation operator is introduced to improve the updating strategy of the traditional non-dominated sorting genetic algorithm Ⅱ(NSGA-Ⅱ),in order to achieve joint optimization of car owners'charging costs and power grid load fluctuations.Finally,the optimal compromise solution is selected as the final charging scheduling scheme by employing a fuzzy mem-bership function within the obtained Pareto solution set.Experimental results based on the national household travel survey(NHTS)data show that the proposed algorithm outperforms other benchmark algorithms.关键词
电动汽车/充电调度/多目标优化/非支配排序遗传算法Key words
electric vehicles/charging scheduling/multi-objective optimization/NSGA-Ⅱ分类
信息技术与安全科学引用本文复制引用
陈舒,陈冷,陈愉..基于充电优先级确定机制的电动汽车充电调度策略[J].福建师范大学学报（自然科学版）,2026,42(1):10-19,79,11.基金项目
国家自然科学基金项目(62072108) （62072108）
福建省高校产学合作项目(2022H6024、2021H6026) （2022H6024、2021H6026）
福建省高校物理学学科联盟教学改革项目(FJPHYS-2022-B02) （FJPHYS-2022-B02）
福建省促进海洋与渔业产业高质量发展专项资金(FJHYF-ZH-2023-02) （FJHYF-ZH-2023-02）
福建省技术创新重点攻关及产业化项目(2024XQ004) （2024XQ004）
