Current–Voltage Unbalanced Distribution AC Optimal Power Flow for Advanced Distribution Management System Applications

IF 7.9 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Open Journal of Industry Applications Pub Date : 2024-02-20 DOI:10.1109/OJIA.2024.3367547
Zahra Soltani;Mojdeh Khorsand;Shanshan Ma
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Abstract

Modern distribution systems are changing from passive load serving networks to active load and generation-inclusive networks. Accurate distribution systems modeling is critical for effective distribution system control, operation, and planning. This article proposes novel nonlinear and convex ac optimal power flow (ACOPF) models based on current–voltage (IVACOPF) formulation for an unbalanced distribution system with distributed energy resources (DERs). In the proposed formulation, untransposed distribution lines, shunt elements of distribution lines, distribution transformers, and DERs are modeled. The proposed nonlinear IVACOPF model is linearized and convexified using the Taylor series. The accuracy of the proposed nonlinear and convex IVACOPF approaches for modeling unbalanced distribution systems is compared with OpenDSS and the widely used LinDistFlow method. The proposed accurate convex IVACOPF model has multiple applications for distribution systems management, planning, and operation. Applications of the proposed model on two key parts of advanced distribution management systems (ADMS)—DERs scheduling and state estimation—are presented in this article. The proposed models are tested on the distribution feeder of an electric utility in Arizona with 2100 primary nodes and a large number of rooftop photovoltaic units. The results confirm the accuracy and effectiveness of the proposed IVACOPF for both examined ADMS applications.
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先进配电管理系统应用中的电流-电压不平衡配电交流优化功率流
现代配电系统正在从被动负载服务网络转变为主动负载和发电网络。精确的配电系统建模对于有效的配电系统控制、运行和规划至关重要。本文针对具有分布式能源资源(DER)的不平衡配电系统,提出了基于电流-电压(IVACOPF)公式的新型非线性、凸性交流最优功率流(ACOPF)模型。在提议的公式中,对未跨接的配电线路、配电线路的并联元件、配电变压器和 DER 进行了建模。使用泰勒级数对所提出的非线性 IVACOPF 模型进行线性化和凸化。比较了所提出的非线性和凸 IVACOPF 方法与 OpenDSS 和广泛使用的 LinDistFlow 方法在不平衡配电系统建模方面的准确性。所提出的精确凸 IVACOPF 模型在配电系统管理、规划和运行方面有多种应用。本文介绍了所提出的模型在高级配电管理系统(ADMS)的两个关键部分--DER 调度和状态估计中的应用。提出的模型在亚利桑那州一家电力公司的配电馈线上进行了测试,该馈线有 2100 个主节点和大量屋顶光伏发电装置。结果证实了所提出的 IVACOPF 在这两种 ADMS 应用中的准确性和有效性。
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