A novel proactive frequency control based on 4-DoF-TMPC-1+PI-FOPI for a high order power system with communication delays and uncertainties

IF 4 3区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Computers & Electrical Engineering Pub Date : 2024-11-19 DOI:10.1016/j.compeleceng.2024.109876
Daud Sibtain , Riaz Ahmed Rana , Ali Faisal Murtaza
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Abstract

The stability of the electric power systems (EPS) is essential for the continuous flow of electricity in an extensive distributed area network (EDAN). Mitigating frequency fluctuations is one of the chief challenges in complex power system networks (PSN). The nonlinear dynamics of the electric power systems and the high penetration of renewable energy sources (RESs) will impose additional challenges on the EDAN by deteriorating the system frequency. To affirm better stability of the EPS under several contingencies of load perturbation, communication time delay (CTD), system parameters uncertainties, high renewable penetration, and faults between areas. A proactive frequency control (PFC) is formulated with the ability to counter these challenges by introducing novel 4-degrees of freedom (4-DOF) based hybrid tilt model predictive control (TMPC), and 1+ proportional integral-fractional order proportional integral (1+PI-FOPI) controller is deployed by taking into account frequency deviation, area control error (ACE), power tie and power grid. Utilizes an outer loop to minimize errors and a quicker inner loop to counter act the impacts of disturbances. The 4-DoF-TMPC-1+PI-FOPI is optimized by tunicate searching algorithm (TSA) for high order interconnected power system (HOIPS). The proposed controller shows efficient resilience in reducing frequency fluctuations by depicting a frequency regulation in 1.772 sec, 1.598 sec, 1.950 sec and 2.665 sec for area-1, area-2, area-3 and area-4 respectively.

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基于 4-DoF-TMPC-1+PI-FOPI 的新型主动频率控制,适用于具有通信延迟和不确定性的高阶电力系统
电力系统(EPS)的稳定性对于广泛分布式区域网络(EDAN)中电力的持续流动至关重要。缓解频率波动是复杂电力系统网络(PSN)面临的主要挑战之一。电力系统的非线性动态和可再生能源(RES)的高渗透率将通过恶化系统频率给分布式区域网带来额外的挑战。为了确保 EPS 在负载扰动、通信时延 (CTD)、系统参数不确定性、可再生能源高渗透率和区域间故障等几种突发情况下具有更好的稳定性。通过引入基于 4 自由度(4-DOF)的新型混合倾斜模型预测控制(TMPC)和 1+ 比例积分-分数阶比例积分(1+PI-FOPI)控制器,并将频率偏差、区域控制误差(ACE)、电力绑定和电网考虑在内,制定了能够应对这些挑战的主动频率控制(PFC)。利用外环将误差降至最低,并利用快速内环抵消干扰的影响。针对高阶互联电力系统(HOIPS),采用调谐搜索算法(TSA)对 4-DoF-TMPC-1+PI-FOPI 进行了优化。所提出的控制器在减少频率波动方面表现出了高效的复原力,对区域-1、区域-2、区域-3 和区域-4 的频率调节分别为 1.772 秒、1.598 秒、1.950 秒和 2.665 秒。
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来源期刊
Computers & Electrical Engineering
Computers & Electrical Engineering 工程技术-工程:电子与电气
CiteScore
9.20
自引率
7.00%
发文量
661
审稿时长
47 days
期刊介绍: The impact of computers has nowhere been more revolutionary than in electrical engineering. The design, analysis, and operation of electrical and electronic systems are now dominated by computers, a transformation that has been motivated by the natural ease of interface between computers and electrical systems, and the promise of spectacular improvements in speed and efficiency. Published since 1973, Computers & Electrical Engineering provides rapid publication of topical research into the integration of computer technology and computational techniques with electrical and electronic systems. The journal publishes papers featuring novel implementations of computers and computational techniques in areas like signal and image processing, high-performance computing, parallel processing, and communications. Special attention will be paid to papers describing innovative architectures, algorithms, and software tools.
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