考虑经济调度和需求响应的电力系统运行可靠性双层评估模型

IF 5 2区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Congcong Pan , Xueying Yu , Bo Hu , Changzheng Shao , Hui Lu , Kaigui Xie , Amjad Anvari-Moghaddam
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引用次数: 0

摘要

越来越多的放松管制和可再生能源的整合正在增加电力系统的不确定性。主要的不确定性包括不同利益相关者之间的均衡博弈过程、可再生能源发电的不确定性和组件的随机失效。准确量化其对电力系统可靠性的影响至关重要。考虑了发电和输电运营商(GTOs)的经济调度方案与负荷集成商(LAs)的效益之间的相互作用,建立了可再生能源放松管制电力系统(DPSR)的双层运行可靠性评估模型。在上层,根据动态区位边际价格(LMP)和需求响应(DR)容量,LA对终端用户的电力消费进行激励。在较低层次上,提出了一个经济调度模型来确定风险规避型LMP。利用Karush-Kuhn-Tucker (KKT)条件、强对偶定理和线性松弛技术对模型进行求解。结果表明,GTO和LA都实现了双赢,既降低了运营成本,又改善了负载分布。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A bi-level operational reliability evaluation model for power systems considering economic dispatch and demand response
The increasing deregulation and integration of renewable energy are contributing to growing uncertainties in the power systems. The main uncertainties include the equilibrium game process among different stakeholders, the uncertainty of renewable generation, and random failures of components. It is critical to quantify their impact on the reliability of the power system accurately. This paper develops a bi-level operational reliability evaluation model of the deregulated power system with renewables (DPSR), considering the interaction between the economic dispatch scheme of generation and transmission operators (GTOs) and the benefits of load aggregators (LAs). In the upper level, the electricity consumption of end-users is incentivized by LA according to the dynamic locational marginal prices (LMP) and demand response (DR) capacity. In the lower level, an economic dispatch model is proposed to determine the risk-averse LMP. The developed model is solved using Karush-Kuhn-Tucker (KKT) conditions, strong duality theorem, and linear relaxation techniques. The results show that a win–win situation is achieved for both the GTO and LA, with a reduction in operational costs and an improvement in load profile.
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来源期刊
International Journal of Electrical Power & Energy Systems
International Journal of Electrical Power & Energy Systems 工程技术-工程:电子与电气
CiteScore
12.10
自引率
17.30%
发文量
1022
审稿时长
51 days
期刊介绍: The journal covers theoretical developments in electrical power and energy systems and their applications. The coverage embraces: generation and network planning; reliability; long and short term operation; expert systems; neural networks; object oriented systems; system control centres; database and information systems; stock and parameter estimation; system security and adequacy; network theory, modelling and computation; small and large system dynamics; dynamic model identification; on-line control including load and switching control; protection; distribution systems; energy economics; impact of non-conventional systems; and man-machine interfaces. As well as original research papers, the journal publishes short contributions, book reviews and conference reports. All papers are peer-reviewed by at least two referees.
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