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储能系统技术 储能系统 SiC器件 微电网 ★ 5.0

通过光伏和电池储能优化配置提升配电网韧性:面向正常和紧急条件的基于成本的优化框架

Improving Power Distribution Resilience Through Optimal PV and BES Allocation With a Cost-Based Optimization Framework for Normal and Emergency Conditions

作者 Mohammad Taghi Ettehad · Reza Mohammadi Chabanloo · Mohammad Taghi Ameli
期刊 IEEE Access
出版日期 2025年1月
技术分类 储能系统技术
技术标签 储能系统 SiC器件 微电网
相关度评分 ★★★★★ 5.0 / 5.0
关键词 光伏系统 电池储能系统 配电网 优化配置 网络韧性
语言:

中文摘要

近期自然灾害和人为攻击给配电公司和用户带来重大挑战。光伏PV系统因环境、技术和经济因素集成到配电网不断增加。技术进步使PV系统和电池储能BES系统能够提供无功功率。本文提出配电系统中PV和BES系统优化配置的综合框架,最小化正常条件下的能量损失和未供电能量ENS,以及紧急条件下的负荷中断。该框架建模小型微电网形成,考虑运行和物理限制,与网络恢复过程协调,考虑各种发电和负荷场景最大化紧急条件下中断负荷恢复。采用混合整数二次规划MIQP进行成本优化。结果表明该方法显著增强紧急情况下配电网韧性,负荷中断减少22.3%,相关成本降低26.5%。能量损失降低6.7%,ENS改善7.2%。

English Abstract

Recent natural disasters and man-made attacks have imposed substantial challenges on power distribution companies and consumers. The integration of photovoltaic (PV) systems into power distribution networks has risen due to environmental, technical, and economic factors. Additionally, technological advancements have made it possible to provide reactive power using PV systems and battery energy storage (BES) systems. This article proposes a comprehensive framework for the optimal allocation of PV and BES systems within the power distribution system to minimize energy losses and energy not served (ENS) during normal conditions, as well as load interruption under emergency conditions. The framework models the formation of small microgrids, accounting for operational and physical limitations, coordinating them with the network recovery process, and considering various production and load scenarios to maximize the restoration of interrupted loads during emergency conditions. An analysis has been conducted to determine the penetration levels of BES in power distribution systems under these conditions. A Mixed-Integer Quadratic Programming (MIQP) formulation is employed for cost optimization, with the model coded in MATLAB and implemented on a modified IEEE 33-bus network. Results demonstrate that the proposed method significantly enhances the distribution network’s resilience during emergencies, achieving a 22.3% reduction in load interruptions and a 26.5% decrease in associated costs. Additionally, energy losses are reduced by 6.7%, while ENS improves by 7.2% compared to configurations optimized solely for normal conditions. This research underscores the importance of strategically integrating PV and BES systems to improve performance metrics in normal and emergency scenarios within power distribution networks.
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SunView 深度解读

该配电网韧性优化技术与阳光电源光储一体化解决方案高度契合。阳光PowerTitan储能系统结合SG系列光伏逆变器可为配电网提供韧性提升。所提框架的微电网孤岛运行能力与阳光构网型储能技术一致。MIQP优化方法可应用于阳光iSolarCloud平台的多站点协同优化。该研究验证的紧急条件下负荷中断显著降低,证明阳光光储系统在提升电网韧性和应急保电方面的重要价值,可支撑阳光拓展灾备电源和应急保供市场。