Optimization Strategy for Demand Response Participation of Heterogeneous Flexible Load Aggregators Based on Inner Approximation Method

IF 1.9 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Chenzheng Xie, Rui Zhu, Xinge Xu, Yingyun Sun
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Abstract

Flexible load resources on the demand side are characterized by diverse types, small capacity, and wide distribution. Since these load resources cannot be individually invoked at the system level, it is becoming increasingly important to consider how to establish heterogeneous flexible load aggregates and utilize their adjustable characteristics. In response to the above problems, this paper establishes mechanistic models for three specific heterogeneous load resources, uses the basic homothetic polytope to approximate the original feasible region of loads, and aggregates the feasible region of heterogeneous load resources using the Minkowski sum, while ensuring the aggregation speed and accuracy. Finally, for scenarios of system load shedding and high wind and solar penetration, a demand response strategy on the load side is introduced, and the role of this method in system power supply guarantee and new energy consumption is illustrated through a numerical example.

Abstract Image

基于内逼近法的异构柔性负载聚合器需求响应参与优化策略
需求侧柔性负荷资源具有类型多、容量小、分布广等特点。由于这些负载资源不能在系统级别单独调用,因此考虑如何建立异构灵活负载聚合并利用其可调特性变得越来越重要。针对上述问题,本文针对三种特定的异构负载资源建立了机理模型,利用基本同构多面体近似原始负载可行域,在保证聚合速度和准确性的前提下,利用Minkowski和对异构负载资源可行域进行聚合。最后,针对系统减载和高风能和太阳能渗透率的情况,介绍了负荷侧的需求响应策略,并通过数值算例说明了该策略在系统供电保障和新能源消耗方面的作用。
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来源期刊
International Transactions on Electrical Energy Systems
International Transactions on Electrical Energy Systems ENGINEERING, ELECTRICAL & ELECTRONIC-
CiteScore
6.70
自引率
8.70%
发文量
342
期刊介绍: International Transactions on Electrical Energy Systems publishes original research results on key advances in the generation, transmission, and distribution of electrical energy systems. Of particular interest are submissions concerning the modeling, analysis, optimization and control of advanced electric power systems. Manuscripts on topics of economics, finance, policies, insulation materials, low-voltage power electronics, plasmas, and magnetics will generally not be considered for review.
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