Stability and Reactive Power Sharing Enhancement in Islanded Microgrid via Small-Signal Modeling and Optimal Virtual Impedance Control

IF 1.9 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC International Transactions on Electrical Energy Systems Pub Date : 2024-05-04 DOI:10.1155/2024/5469868
Ilyas Bennia, Yacine Daili, Abdelghani Harrag, Hasan Alrajhi, Abdelhakim Saim, Josep M. Guerrero
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Abstract

In the context of integrating Renewable Energy Sources, Microgrid (MG) development is pivotal, particularly as a foundational technology for Smart-Grid evolution. Despite advancements in control techniques, challenges persist in ensuring system stability and accurate power sharing across diverse operational conditions and load types. The objective of this research is to control numerous paralleled inverters-based distributed generators (DGs) that contribute to power sharing in an island MG. The proposed methodology involves developing an innovative small-signal model for islanding MGs that incorporate virtual impedances. Subsequently, optimization algorithms based on Genetic Algorithm (GA) and Particle Swarm Optimization (PSO) are proposed and compared for designing the virtual impedances. These algorithms analyze all potential operating points, aiming to minimize reactive power mismatches while maximizing MG stability. The suggested objective function facilitates the simultaneous achievement of these objectives. The proposed approaches were tested using MATLAB-Simulink software, and the comparison of the results between conventional approach and the proposed optimal approaches shows significant improvement in terms of the dynamic response during load changes, such as a decrease in response time by up to 20%, a reduction in overshoot percentage by approximately 15%, and a settling time improvement of nearly 25%. These quantified improvements highlight the effectiveness of the GA and PSO methods in minimizing the reactive power-sharing error while optimizing MG performance and stability.

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通过小信号建模和优化虚拟阻抗控制增强孤岛式微电网的稳定性和无功功率共享
在整合可再生能源的背景下,微电网(MG)的发展至关重要,尤其是作为智能电网发展的基础技术。尽管控制技术不断进步,但在不同运行条件和负载类型下确保系统稳定性和准确的功率共享仍面临挑战。本研究的目标是控制众多基于并联逆变器的分布式发电机 (DG),以促进岛屿 MG 的电力共享。所提出的方法包括为孤岛 MG 开发一个创新的小信号模型,该模型包含虚拟阻抗。随后,提出了基于遗传算法(GA)和粒子群优化(PSO)的优化算法,并对虚拟阻抗的设计进行了比较。这些算法分析了所有潜在的工作点,旨在最大限度地减少无功功率失配,同时最大限度地提高调相机的稳定性。建议的目标函数有助于同时实现这些目标。使用 MATLAB-Simulink 软件对所提出的方法进行了测试,对传统方法和所提出的优化方法的结果进行比较后发现,在负载变化时的动态响应方面有了显著改善,例如响应时间最多缩短了 20%,过冲百分比降低了约 15%,稳定时间缩短了近 25%。这些量化的改进凸显了 GA 和 PSO 方法在优化 MG 性能和稳定性的同时最小化无功功率分担误差的有效性。
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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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