多代理控制在风力发电厂虚拟惯性模式中的适用性

V. Y. Astapov
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引用次数: 0

摘要

本研究就如何提高风力发电厂的管理效率和质量进行了文献综述。分析的重点是减轻风力涡轮机对电力系统的不利影响,并提供系统服务,如初级频率调节。研究评估了近 150 篇科学出版物和综述,这些出版物和综述选自各种科学来源(如 IEEE、Web of Science 和 Scopus),关键词包括 "风力发电站"、"风力涡轮机"、"多代理控制"、"虚拟惯性"、"微电网"、"虚拟发电厂 "和 "频率控制"。研究强调了开发提高风力发电厂调节能力的技术的紧迫性,因为可再生能源的低惯性会导致电力系统稳定性下降,而风力发电厂在电力系统中占有很大比例。从文献综述中可以看出,提高此类电力系统稳定性的手段之一是为风力发电厂创建虚拟惯性。然而,由于单个风力涡轮机的容量和控制能力有限,在对单个机组实施虚拟惯性时,引入虚拟惯性的效率可能不足。此外,不协调的控制也会影响系统的稳定性。在本综述中,分析了考虑对几台风力涡轮机(风力发电厂)的虚拟惯性进行协调多代理控制的具体来源。综述得出的结论是,目前对建议的方法研究不足,而通过开发必要的算法和分析结果,可以证实概述的论点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Applicability of multi-agent control for virtual inertia modes in a wind power plant
This work presents a literature review devoted to increasing the efficiency and quality of managing wind power plants. The analysis focuses on mitigating the adverse effects of wind turbines on the power system and providing system services, such as primary frequency regulation. Nearly 150 scientific publications and reviews, selected from various scientific sources (such as IEEE, Web of Science and Scopus) by the keywords, including “wind power station”, “wind turbine”, “multi-agent control”, “virtual inertia”, “microgrid”, “virtual power plant”, and “frequency control”, were evaluated.A systematic review methodology of specialised sources was applied, which offers a defined structure for this field of research by categorising articles. The study emphasises the urgency of developing technologies to increase the regulation capacity of a wind power plant, since the low inertia of renewable energy sources leads to a decrease in the stability of power systems, a significant proportion of which accounts for wind power plants. It follows from the literature review that one of the means to increase the stability of such power systems is the creation of virtual inertia for wind power plants. However, due to the limited capacity and control capabilities of each individual wind turbine, the efficiency of introduced virtual inertia may be insufficient, when implemented for individual units. Moreover, it is shown that uncoordinated control can affect the stability of the system. In this review, the specific sources considering coordinated multi-agent control of the virtual inertia for several wind turbines (wind power plants) were analysed. The review concludes that the proposed approach is currently understudied, while the outlined theses can be confirmed by developing the necessary algorithms and analysing the results.
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