Approximated Power Flow for AC Islanded Microgrids

IF 3.3 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Electric Power Systems Research Pub Date : 2024-10-07 DOI:10.1016/j.epsr.2024.111129
Elson N. M. Silva, Anselmo B. Rodrigues, Maria da Guia da Silva
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Abstract

This paper proposes a new approximated power flow method for islanded AC microgrids. The proposed linear power flow is based on the expansion and improvement of the well-known approximated model for voltage drop calculation in distribution networks based on power injections and the Zbus matrix. The accuracy of this conventional approximation has been improved through the following strategies: linearization based on warm-start and post-solution correction to include the imaginary part of complex voltages. Furthermore, droop controls were embedded into the original approximated model to consider the microgrids islanded operation. The accuracy of the proposed method was assessed using nonlinear optimization models. The tests results with 69 and 906 nodes microgrids demonstrated that the proposed approach is generally more accurate than existing approximated algorithms for solving power flow in islanded microgrids. Furthermore, a computational cost assessment of the proposed technique was performed using a Probabilistic Power Flow (PPF) based on Monte Carlo Simulation. The results revealed that the PPF based on the proposed approach can estimate probabilistic performance indices with high precision, but with reductions of 97% in CPU time.
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交流孤岛式微电网的近似电力流
本文为孤岛交流微电网提出了一种新的近似功率流方法。所提出的线性功率流是在众所周知的基于功率注入和 Zbus 矩阵的配电网电压降计算近似模型的基础上扩展和改进而来的。通过以下策略提高了传统近似模型的准确性:基于热启动的线性化和包含复数电压虚部的后求解修正。此外,还在原始近似模型中嵌入了降压控制,以考虑微电网的孤岛运行。利用非线性优化模型评估了所提方法的准确性。69 节点和 906 节点微电网的测试结果表明,在解决孤岛微电网的电力流问题上,所提出的方法总体上比现有的近似算法更准确。此外,还使用基于蒙特卡罗模拟的概率功率流(PPF)对所提技术进行了计算成本评估。结果表明,基于所提方法的 PPF 可以估算出高精度的概率性能指标,但 CPU 时间却减少了 97%。
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来源期刊
Electric Power Systems Research
Electric Power Systems Research 工程技术-工程:电子与电气
CiteScore
7.50
自引率
17.90%
发文量
963
审稿时长
3.8 months
期刊介绍: Electric Power Systems Research is an international medium for the publication of original papers concerned with the generation, transmission, distribution and utilization of electrical energy. The journal aims at presenting important results of work in this field, whether in the form of applied research, development of new procedures or components, orginal application of existing knowledge or new designapproaches. The scope of Electric Power Systems Research is broad, encompassing all aspects of electric power systems. The following list of topics is not intended to be exhaustive, but rather to indicate topics that fall within the journal purview. • Generation techniques ranging from advances in conventional electromechanical methods, through nuclear power generation, to renewable energy generation. • Transmission, spanning the broad area from UHV (ac and dc) to network operation and protection, line routing and design. • Substation work: equipment design, protection and control systems. • Distribution techniques, equipment development, and smart grids. • The utilization area from energy efficiency to distributed load levelling techniques. • Systems studies including control techniques, planning, optimization methods, stability, security assessment and insulation coordination.
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