基于蜣螂优化器的开关磁阻电机级联控制器设计

IF 1 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC
Yue Pan, Runtong Wei, Zhichong Wang
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引用次数: 0

摘要

由于开关磁阻电机具有较强的非线性和较大的转矩纹波,因此设计了一种级联分数阶 PID 滑动模式控制系统。考虑到系统的复杂性给参数调整带来的困难,引入了利用蜣螂优化器的优化技术来优化所设计的级联控制器,控制转速和转矩纹波。为了证明所提出的级联控制器的有效性,在 MATLAB/Simulink 中建立了控制模型,并与鲸鱼优化算法、粒子群优化算法、麻雀搜索算法进行了比较,以验证级联控制器的响应效果。为了验证分数阶 PID 滑动模式控制器的有效性,还建立了级联双 PID 控制器进行比较。结果表明,经蜣螂优化器优化的级联分数阶 PID 滑动模式控制器优于另一个级联双 PID 控制器,产生的转矩纹波最小,速度响应和稳定性更好。电机的扭矩纹波得到了抑制。© 2024 日本电气工程师学会和 Wiley Periodicals LLC。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Cascaded Controller Design for Switched Reluctance Motor Based on Dung Beetle Optimizer

Due to the strong nonlinearity and large torque ripple of switched reluctance motor, a cascaded fractional order PID sliding mode control system is designed. Considering the difficulty of parameter adjustment caused by the complexity of the system, the optimization technology using dung beetle optimizer is introduced to optimize the designed cascaded controller and control the speed and torque ripple. To prove the effectiveness of the proposed cascaded controller, a control model is built in MATLAB/Simulink, and compared with whale optimization algorithm, particle swarm optimization, sparrow search algorithm to verify the response effect of the cascaded controller. A cascaded double PID controller is also built for comparison to verify the effectiveness of fractional order PID sliding mode controller. The results show that the cascaded fractional order PID sliding mode controller optimized by dung beetle optimizer is better than another cascaded double PID controller, produces the minimum torque ripple, and has better speed response and stability. The torque ripple of motor is suppressed. © 2024 Institute of Electrical Engineers of Japan and Wiley Periodicals LLC.

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来源期刊
IEEJ Transactions on Electrical and Electronic Engineering
IEEJ Transactions on Electrical and Electronic Engineering 工程技术-工程:电子与电气
CiteScore
2.70
自引率
10.00%
发文量
199
审稿时长
4.3 months
期刊介绍: IEEJ Transactions on Electrical and Electronic Engineering (hereinafter called TEEE ) publishes 6 times per year as an official journal of the Institute of Electrical Engineers of Japan (hereinafter "IEEJ"). This peer-reviewed journal contains original research papers and review articles on the most important and latest technological advances in core areas of Electrical and Electronic Engineering and in related disciplines. The journal also publishes short communications reporting on the results of the latest research activities TEEE ) aims to provide a new forum for IEEJ members in Japan as well as fellow researchers in Electrical and Electronic Engineering from around the world to exchange ideas and research findings.
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