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基于有限网络与监测数据的中低压规则化电动汽车充电控制
MV-LV Rule-Based Control of EV Charging Using Limited Network and Monitoring Data
| 作者 | Jing Zhu · Arthur Gonçalves Givisiez · Michael Z. Liu · William J. Nacmanson · Luis F. Ochoa |
| 期刊 | IEEE Transactions on Power Systems |
| 出版日期 | 2025年3月 |
| 技术分类 | 光伏发电技术 |
| 技术标签 | 储能系统 户用光伏 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | 电动汽车充电控制 中低压配电网 分层规则控制 电压和热问题 配电网公司 |
语言:
中文摘要
电动汽车的大规模接入将加剧中压(MV)和低压(LV)配电网的峰值负荷,影响设备安全与用户电压质量。实时调控电动汽车充电是替代昂贵扩容的有效方案,但多数研究依赖详细的网络模型与实时智能电表数据,实际应用受限。本文提出一种适用于不平衡、大规模MV-LV网络的分层规则化充电控制方法,仅利用设备关联关系及来自变压器与充电点的有限监测数据,即可在全网范围内合理设定电动汽车充电功率,有效应对高渗透率场景。基于澳大利亚真实网络(含3300余户)的仿真表明,在高电动汽车与光伏渗透下,该方法可像线性化交流最优潮流(OPF)基准方法一样有效缓解电压越限与热过载问题,且对充电延迟影响较小,具备在大型配电系统中部署的实用性与可行性。
English Abstract
The widespread adoption of electric vehicles (EVs) will increase the peak demand of existing medium voltage (MV) and low voltage (LV) distribution networks, affecting assets and customer voltages. An alternative to costly reinforcements is the adequate real-time control of EV charging. However, most studies that investigate such control often require detailed electrical network models and real-time smart meter data. While distribution companies have MV network models, LV ones are rare. And despite the rising adoption of smart meters, their real-time usage is uncommon. This paper proposes a hierarchical rule-based control of EV charging in unbalanced, large-scale MV-LV networks. Only using asset associations and limited monitoring (from transformers and charging points), it calculates adequate EV charging setpoints across the MV-LV networks, successfully managing high EV penetrations in large areas. Its effectiveness is compared to a linearized AC Optimal Power Flow (OPF)-based approach using a real Australian MV-LV network with 3,300+ residential customers, considering high EV and photovoltaic (PV) penetrations. Results demonstrate that the proposed approach can mitigate voltage and thermal issues as effectively as the benchmark OPF-based approach, and with limited impacts on EV charging delays. It provides a practical, implementable solution for distribution companies to control EVs in large-scale networks.
S
SunView 深度解读
该分层规则化充电控制技术对阳光电源新能源汽车业务线具有重要应用价值。研究提出的基于有限监测数据的充电控制方法,可直接应用于阳光电源交直流充电桩产品,通过变压器与充电点的简化数据即可实现动态功率调节,无需昂贵的全网智能电表部署。该技术与阳光电源iSolarCloud云平台结合,可构建轻量级充电管理系统,在光储充一体化场景中协调光伏发电、储能系统与充电负荷。特别是在高渗透率工商业园区,该方法能有效缓解ST系列储能变流器面临的电压越限与过载风险,提升系统经济性。研究验证的实用性为阳光电源开发适配大规模配电网的智能充电解决方案提供了理论支撑。