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储能系统技术 储能系统 调峰调频 ★ 5.0

面向客户满意度的需求响应未来规划中负荷失配与电网电压行为

Loads Mismatch and Network Voltage Behavior for Future Planning of Demand Response With Customer Satisfaction

作者 Ismail Arafat · Eduardo Castillo-Guerra · Julian Meng
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 调峰调频
相关度评分 ★★★★★ 5.0 / 5.0
关键词 温控负载 虚拟电池 需求响应失配 客户满意度 削峰策略
语言:

中文摘要

温控负荷TCL聚合为通用虚拟电池VB提供系统化方法优化管理此类设备。然而,运行条件过度简化或忽略时会导致预期与实际结果失配。本文深入研究削峰负荷管理背景下的需求响应失配DRM挑战,探讨外部管理和聚合商控制导致的功率削减影响。引入客户满意度指数评估削减对客户舒适度的影响。采用综合VB模型管理聚合商,确保遵守所有运行约束。在标准运行条件和削峰策略下评估DRM百分比。研究根据设备运行和成本调查不同类型客户不适。负荷DRM百分比预测分析是未来削峰规划的宝贵工具。研究进一步分析电压变化对以客户负荷为终端的配电网的影响。

English Abstract

Thermostatically controlled loads (TCLs) aggregated into a generalized virtual battery (VB) offer a systematic approach to optimally manage such devices. However, challenges arise when operational conditions are oversimplified or overlooked, leading to a mismatch between expected and actual outcomes. This paper delves into the demand response mismatch (DRM) challenge within the context of peak load management, exploring the implications of power reductions stemming from external management and aggregator control. A customer satisfaction index has been introduced to assess the impact of such reductions on customer comfort. A comprehensive VB model is employed to govern the aggregator, ensuring adherence to all operational constraints. The DRM percentage is evaluated under both standard operating conditions and peak shaving strategies. The study also investigates the different types of customer discomfort according to device operation and cost. A predictive analysis of the percentages of load DRM serves as a valuable tool for future peak shaving planning. This research further analyzes the impacts of voltage variation on a distribution network that ends with customer loads.
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SunView 深度解读

该需求响应研究对阳光电源虚拟电厂和负荷管理具有指导意义。阳光工商业储能系统通过需求响应参与电网调峰,需要平衡电网需求和用户体验。该研究的客户满意度指数和虚拟电池模型可集成到阳光EMS能量管理系统,优化负荷控制策略。在工商业储能场景下,阳光PowerTitan系统可根据用户舒适度阈值调整充放电功率,实现削峰填谷同时保障用户正常生产。结合阳光iSolarCloud平台的大数据分析,该技术可预测负荷失配风险,动态优化调度策略,提升需求响应参与度和用户满意度,增强虚拟电厂聚合能力和电网服务价值。