Joint contribution of RTEM and AGC system for frequency stabilisation in renewable energy integrated power system

IF 1.6 Q4 ENERGY & FUELS
Liza Debbarma, S. Debbarma, K. Roy, S. Roy, P. Singh
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引用次数: 0

Abstract

Increasing penetration of variable renewable generations will diminish system inertia thereby degrading the conventional frequency regulation capability. As a result, maintaining frequency stability will be more and more challenging with traditional approaches. Even though renewable sources integration would jeopardise the grid stability, it also presents several opportunities as well. For example, converter‐interfaced generators can bid in real‐time electricity markets (RTEM) and provide short‐time dispatch to minimise load‐generation mismatch. In this paper, an integrated approach that accommodates discrete automatic generation control (AGC) system with a regulation mileage framework and RTEM model to balance generation and consumption is proposed. The RTEM model is assumed to have a five‐minute dispatch trading interval which is to some extent comparable to the discrete AGC system. Furthermore, a fractional order PID (FOPID) controller is equipped in the AGC system whose parameters are tuned using a novel metaheuristic‐based optimisation called Lichtenberg Algorithm (LA). The proposed framework is tested in a three‐area system under several operating conditions to reveal the improvement in the dynamic performance of the system. The objective function is also incorporated with mileage payment that allows a fair compensation rule for all the units.
RTEM 和 AGC 系统对可再生能源集成电力系统频率稳定的共同贡献
可再生能源发电渗透率的增加将削弱系统惯性,从而降低传统频率调节能力。因此,用传统方法维持频率稳定将越来越具有挑战性。尽管可再生能源的整合会危及电网的稳定性,但它也带来了一些机遇。例如,变流器并网发电机可以在实时电力市场(RTEM)上竞标,并提供短时调度,以尽量减少负荷-发电不匹配。本文提出了一种集成方法,将离散自动发电控制(AGC)系统与调节里程框架和 RTEM 模型结合起来,以平衡发电和用电。假定 RTEM 模型的调度交易间隔为五分钟,这在一定程度上与离散 AGC 系统相当。此外,还在 AGC 系统中配备了一个分数阶 PID(FOPID)控制器,该控制器的参数通过一种名为 Lichtenberg 算法(LA)的新型元启发式优化方法进行调整。在多个运行条件下,在一个三区域系统中对所提出的框架进行了测试,以揭示系统动态性能的改善情况。目标函数还与里程付款相结合,为所有机组提供公平的补偿规则。
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
IET Energy Systems Integration
IET Energy Systems Integration Engineering-Engineering (miscellaneous)
CiteScore
5.90
自引率
8.30%
发文量
29
审稿时长
11 weeks
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