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数据驱动的电动汽车充电调度建模与优化综述

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电动汽车充电调度是电力系统管理中的一项关键技术,在平衡发电与用电、有效消纳可再生能源等方面发挥着至关重要的作用.全面分析电动汽车用户的充电行为、电动汽车的电力需求预测、充电调度优化的国内外相关研究,通过对现有文献的系统整理,梳理现有研究的不足之处,并展望未来的研究方向.此项工作不仅有助于深化对电动汽车充电调度的理解,还将推动电力系统的高效与可持续发展.
Review on Data-Driven Modeling and Optimization of Electric Vehicle Charge Scheduling
Electric vehicle charge scheduling is a key technology in power system management,playing a critical role in balancing power generation and consumption as well as effectively absorbing renewable energy resources.This review con-duct a comprehensive analysis on relevant researches worldwide on electric vehicle users'charging behavior,electric vehi-cle power demand forecasting,and charge scheduling optimization.By systematically retrospecting published literature,it clarifies gaps in current researches and outlines future research directions.This endeavor contributes to enhancing our un-derstanding of electric vehicle charge scheduling,and also fosters the efficient and sustainable development of electric sys-tems.

data-drivenelectric vehiclechargescheduling

侯丽楠、张潇、罗雄飞、刘勇、侯少敏、薛玮

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国能龙源电气有限公司,北京 100083

国网北京市电力公司检修分公司,北京 100071

山东省交通规划设计院集团有限公司,山东 济南 250101

数据驱动 电动汽车 充电 调度

2024

电工技术
重庆西南信息有限公司(原科技部西南信息中心)

电工技术

影响因子:0.177
ISSN:1002-1388
年,卷(期):2024.(21)