Review of frequency response strategies in renewable-dominated power system grids: Market adaptations and unit commitment formulation

IF 2.7 Q2 MULTIDISCIPLINARY SCIENCES Scientific African Pub Date : 2024-09-17 DOI:10.1016/j.sciaf.2024.e02357
Azeez O. Olasoji , D.T.O. Oyedokun , Samuel O. Omogoye , Chris Thron
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Abstract

This study provides a thorough analysis of unit commitment (UC) formulations in the context of low-inertia power systems, which are increasingly prevalent as the transition to Renewable Energy Sources (RES) gain momentum. Given the move towards more sustainable energy models, incorporating RES presents unique challenges in maintaining grid stability due to their inherent lack of synchronous inertia. This review examined the intricacies of modelling energy market designs and UC strategies to tackle these challenges. The study explores the expansion of frequency response services, emphasizing the increasing dependence on ancillary services, particularly in markets with a substantial presence of RES, attention is focused on the unique operating challenges in regions like Sub-Saharan Africa, where dispersed grid networks and generation inadequacies compound the problem. The paper delves into different methodologies and modelling approaches used in frequency-constrained optimization, shedding light on the strengths and weaknesses of current practices. A crucial outcome of our study is that the use of uniform frequency response models to deduce post-fault frequency parameters will not give adequate results in sparsely connected power system networks. Also, studies primarily focus on generation adequacy and the reliability criterion of the largest generator outage, overlooking the potential impact of network constraints and congestions in their formulation. Our analysis provides valuable insights into creating market frameworks that optimize energy and ancillary services, ensuring a stable and efficient grid operation in a power system dominated by RES. Based on our findings, it is essential to establish electricity market frameworks that can effectively maximize the utilization of energy resources and address the specific regional challenges associated with frequency regulation services in the future.

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可再生能源主导的电力系统电网中的频率响应策略回顾:市场适应性和机组承诺的制定
本研究深入分析了低惯量电力系统中的单位承诺(UC)公式,随着向可再生能源(RES)过渡的势头越来越猛,低惯量电力系统也越来越普遍。在向更可持续的能源模式转变的过程中,由于可再生能源本身缺乏同步惯性,因此在维持电网稳定方面面临着独特的挑战。本综述探讨了能源市场设计建模的复杂性,以及应对这些挑战的统一通信策略。研究探讨了频率响应服务的扩展,强调了对辅助服务日益增长的依赖性,尤其是在大量使用可再生能源的市场中,重点关注了撒哈拉以南非洲等地区独特的运营挑战,这些地区分散的电网网络和发电不足加剧了问题的复杂性。本文深入探讨了频率受限优化中使用的不同方法和建模方式,揭示了当前实践的优缺点。我们研究的一个重要成果是,在连接稀疏的电力系统网络中,使用统一频率响应模型来推导故障后频率参数并不能得出充分的结果。此外,研究主要集中在发电量充足性和最大发电机停机的可靠性标准上,忽略了网络约束和拥塞对研究结果的潜在影响。我们的分析为创建优化能源和辅助服务的市场框架提供了宝贵的见解,从而确保在可再生能源占主导地位的电力系统中电网的稳定高效运行。根据我们的研究结果,未来必须建立能够有效最大化利用能源资源的电力市场框架,并解决与频率调节服务相关的特定区域挑战。
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来源期刊
Scientific African
Scientific African Multidisciplinary-Multidisciplinary
CiteScore
5.60
自引率
3.40%
发文量
332
审稿时长
10 weeks
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