Configuration and dimension optimization of active power Filter in distribution networks using a Multi-Strategy improved algorithm

IF 5 2区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Tang Bo , Liang Haidong , Yue Xiwen , Zhu Ruijin
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引用次数: 0

Abstract

With the growing integration of electric vehicles, smart grids, and power electronics in power systems, harmonic distortion is becoming a pressing concern, degrading power quality and causing equipment issues that may lead to grid failures. Active Power Filters (APF) are extensively used in the field of harmonic suppression to proactively compensate for grid distortion caused by harmonic variations. In order to optimize the layout and capacity of APF connected to the grid, this paper proposes a hybrid Improved algorithm for the economic optimization of APF configurations. Initially, based on Beluga Whale Optimization, a multi-strategy Improved algorithm is introduced, and through verification on benchmark test functions, this method effectively improves convergence speed and accuracy. Subsequently, to achieve economically optimal conditions while meeting IEEE 519 standards, IBWO is employed to search for the installation positions and capacities of APF. Through practical validation, the Total Harmonic Distortion (THD) of each bus before APF installation exceeds 5%, and after optimization configuration, the THD of each bus falls below 5%. This significantly reduces grid distortion, meeting the standards for grid operation. The proposed method effectively ensures the safe and stable operation of the grid and equipment while providing reference for economically efficient configurations in other domains.
基于多策略改进算法的配电网有源滤波器配置与尺寸优化
随着电动汽车、智能电网和电力电子在电力系统中的日益融合,谐波失真正成为一个紧迫的问题,它会降低电能质量,并导致可能导致电网故障的设备问题。有源电力滤波器(APF)广泛应用于谐波抑制领域,以主动补偿谐波变化引起的电网畸变。为了优化接入电网的有源滤波器的布局和容量,本文提出了一种混合改进的有源滤波器配置经济优化算法。首先介绍了一种基于白鲸优化的多策略改进算法,通过对基准测试函数的验证,该方法有效地提高了收敛速度和精度。随后,为了在满足IEEE 519标准的同时达到经济最优状态,利用IBWO算法搜索APF的安装位置和容量。经实际验证,APF安装前各母线总谐波失真(THD)均超过5%,优化配置后各母线总谐波失真(THD)均低于5%。这大大减少了网格失真,符合网格运行标准。该方法有效地保证了电网和设备的安全稳定运行,同时也为其他领域的经济高效配置提供了参考。
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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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