电力工程技术2025，Vol.44Issue(6)：94-102,9.DOI:10.12158/j.2096-3203.2025.06.009
计及光储充的电动汽车充电服务可靠性时序评估
Temporal evaluation of electric vehicle charging services reliability considering photovoltaic-storage-charging integration
摘要
Abstract
The power grid is faced with challenges arising from the integration of electric vehicle charging,and the reliability of electric vehicle charging services is also affected by grid failures.To address the difficulties in reliability assessment caused by multi-dimensional characteristics such as randomness and sequentiality,temporal evaluation of electric vehicle charging services reliability considering photovoltaic-storage-charging integration is proposed in this paper.Firstly,the fault characteristics of distribution networks under electric vehicle grid integration are analyzed,and a distribution network fault and reliability evaluation model integrating electric vehicle charging load is constructed.Secondly,a dynamic optimization strategy for energy storage based on model predictive control is proposed,by which the reliability of charging services under both grid-connected and off-grid modes,considering distribution network faults and coordinated operation of photovoltaic-storage-charging is enhanced.Finally,multi-dimensional charging service reliability indices and a calculation method based on the sequential Monte Carlo simulation are proposed.It is shown by simulation results that the proposed evaluation indices can quantify the reliability of electric vehicle charging services reliability from multi-dimensional,and the proposed coordinated optimization strategy for photovoltaic-storage-charging can significantly improve the reliability level of electric vehicle charging services under different operation modes and fault scenarios.关键词
充电服务可靠性/储能/电动汽车/光伏/蒙特卡洛方法/模型预测控制Key words
charging service reliability/energy storage/electric vehicle/photovoltaic/Monte Carlo simulation/model predictive control分类
信息技术与安全科学引用本文复制引用
旷嘉庆,汤迪霏,王晗,李骏鹏,王鹏,王明深..计及光储充的电动汽车充电服务可靠性时序评估[J].电力工程技术,2025,44(6):94-102,9.基金项目
国家自然科学基金资助项目(52277105) （52277105）
江苏省研究生科研与实践创新资助项目(SJCX25_0715) （SJCX25_0715）
