New frequency stability assessment based on contribution rates of wind power plants

IF 5 2区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
SungHoon Lim , KangWon Seo , Jung-Wook Park , Kwang Y. Lee
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引用次数: 0

Abstract

In future power systems, various generation units are expected to contribute to frequency stability. Depending on their characteristics, these units will support the frequency stability in diverse ways. Traditionally, power systems have relied on synchronous generators (SGs), ensuring sufficient inertia and providing ancillary services for frequency stability. However, with the integration of multiple wind power plants (WPPs), which have substantially different characteristics, many countries are restructuring their ancillary service markets to accommodate WPPs.
This study proposes a novel frequency stability contribution rate index to analyze and compare the contribution of SGs and WPPs to frequency stability. To do so, this paper first analyzes the factors from SGs and WPPs, such as inertia, power reserves, resource conditions, and available frequency responses, and compares their roles in supporting frequency stability. The proposed index is then calculated using a multiple linear regression model that incorporates these factors. Therefore, this index provides a comprehensive evaluation of SGs and WPPs in terms of their contribution to frequency stability, offering valuable insights into their roles in supporting three key frequency stability indicators, the rate of change of frequency, frequency nadir, and settling frequency. The effectiveness of the proposed index is verified through case studies on the IEEE 39-bus system. In all cases, the coefficient of determination exceeds 95%, indicating a highly predictive regression model. Furthermore, as the penetration level of WPPs rises from 20% to 60%, the contribution weight of factors related to WPPs increases while that of SGs decreases.
基于风力发电厂贡献率的新频率稳定性评估
在未来的电力系统中,各种发电设备都将为频率稳定做出贡献。根据其特性,这些机组将以不同的方式支持频率稳定。传统上,电力系统依靠同步发电机(SG)确保足够的惯性,并为频率稳定提供辅助服务。本研究提出了一种新的频率稳定贡献率指数,用于分析和比较 SG 和 WPP 对频率稳定的贡献。为此,本文首先分析了 SG 和 WPP 的惯性、电力储备、资源条件和可用频率响应等因素,并比较了它们在支持频率稳定方面的作用。然后,利用包含这些因素的多元线性回归模型计算出拟议指数。因此,该指数可全面评估 SG 和 WPP 对频率稳定的贡献,为了解它们在支持频率变化率、频率最低点和稳定频率这三个关键频率稳定指标方面的作用提供宝贵的见解。通过对 IEEE 39 总线系统的案例研究,验证了所提指标的有效性。在所有情况下,确定系数均超过 95%,表明回归模型具有很高的预测性。此外,随着 WPP 的渗透率从 20% 上升到 60%,与 WPP 相关的因素的贡献权重增加,而与 SG 相关的因素的贡献权重降低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International Journal of Electrical Power & Energy Systems
International Journal of Electrical Power & Energy Systems 工程技术-工程:电子与电气
CiteScore
12.10
自引率
17.30%
发文量
1022
审稿时长
51 days
期刊介绍: The journal covers theoretical developments in electrical power and energy systems and their applications. The coverage embraces: generation and network planning; reliability; long and short term operation; expert systems; neural networks; object oriented systems; system control centres; database and information systems; stock and parameter estimation; system security and adequacy; network theory, modelling and computation; small and large system dynamics; dynamic model identification; on-line control including load and switching control; protection; distribution systems; energy economics; impact of non-conventional systems; and man-machine interfaces. As well as original research papers, the journal publishes short contributions, book reviews and conference reports. All papers are peer-reviewed by at least two referees.
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