Dispatchable Region for Active Distribution Networks Using Approximate Second-Order Cone Relaxation

IF 6.9 2区 工程技术 Q2 ENERGY & FUELS CSEE Journal of Power and Energy Systems Pub Date : 2023-04-20 DOI:10.17775/CSEEJPES.2022.00220
Zhigang Li;Wenjing Huang;J. H. Zheng;Q. H. Wu
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Abstract

Uncertainty in distributed renewable generation threatens the security of power distribution systems. The concept of dispatchable region is developed to assess the ability of power systems to accommodate renewable generation at a given operating point. Although DC and linearized AC power flow equations are typically used to model dispatchable regions for transmission systems, these equations are rarely suitable for distribution networks. To achieve a suitable trade-off between accuracy and efficiency, this paper proposes a dispatchable region formulation for distribution networks using tight convex relaxation. Second-order cone relaxation is adopted to reformulate AC power flow equations, which are then approximated by a polyhedron to improve tractability. Further, an efficient adaptive constraint generation algorithm is employed to construct the proposed dispatchable region. Case studies on distribution systems of various scales validate the computational efficiency and accuracy of the proposed method.
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使用近似二阶锥形松弛的主动配电网络可调度区域
分布式可再生能源发电的不确定性威胁着配电系统的安全。可调度区域的概念是为了评估电力系统在给定运行点容纳可再生能源发电的能力而提出的。虽然直流和线性化交流功率流方程通常用于为输电系统的可调度区域建模,但这些方程很少适用于配电网络。为了在精度和效率之间取得适当的权衡,本文提出了一种采用紧凸松弛的配电网可调度区域公式。本文采用二阶圆锥松弛来重构交流电力流方程,然后用多面体对其进行近似以提高可操作性。此外,还采用了一种高效的自适应约束生成算法来构建所提出的可调度区域。对不同规模配电系统的案例研究验证了所提方法的计算效率和准确性。
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来源期刊
CiteScore
11.80
自引率
12.70%
发文量
389
审稿时长
26 weeks
期刊介绍: The CSEE Journal of Power and Energy Systems (JPES) is an international bimonthly journal published by the Chinese Society for Electrical Engineering (CSEE) in collaboration with CEPRI (China Electric Power Research Institute) and IEEE (The Institute of Electrical and Electronics Engineers) Inc. Indexed by SCI, Scopus, INSPEC, CSAD (Chinese Science Abstracts Database), DOAJ, and ProQuest, it serves as a platform for reporting cutting-edge theories, methods, technologies, and applications shaping the development of power systems in energy transition. The journal offers authors an international platform to enhance the reach and impact of their contributions.
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