模糊PIDF控制器在白蚁相关PSO算法自动发电控制中的应用

Q1 Mathematics
M. Debnath, Sayantan Sinha, R. Mallick
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引用次数: 2

摘要

针对两区联合电力系统的自动发电控制,提出了一种新的带导数滤波器的模糊PID控制器。模糊逻辑控制器的控制器增益和比例因子通过一种新接受的优化方案(称为Termite Correlation PSO算法)进行调整。在0.01p.u.的阶跃负载扰动下测试了系统的稳定性。通过在系统中应用随机负载扰动,进一步建立了系统的鲁棒性。通过与模糊PID控制器和传统PID控制器的比较,观察了系统在稳定时间、最大过冲和最小下冲方面的瞬态性能,并测试了系统的优越性。最后,通过改变系统参数来扩展分析,以验证推荐控制器的灵敏度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of Fuzzy-PIDF Controller for Automatic Generation Control Using Termite Correlation PSO Algorithm
A novel Fuzzy-PID controller with derivative filter has been put forward in this paper for the Automatic Generation control of a two area combined power system. The controller gains and the scaling factors of the Fuzzy Logic Controller are tuned by a newly accepted optimization scheme called the Termite Correlation PSO algorithm. The stability of the system is tested under a step load disturbance of 0.01 p.u. The robustness of the system is further established by the application of a random load disturbance in the system. The transient performance of the system in terms of settling time, maximum overshoots and minimum undershoots are observed and the supremacy of the system is tested by comparing it to the Fuzzy-PID controller and the conventional PID controller. Finally, the analysis is extended by varying the parameters of the system to verify the sensitiveness of the recommended controller.
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来源期刊
International Review of Automatic Control
International Review of Automatic Control Engineering-Control and Systems Engineering
CiteScore
2.70
自引率
0.00%
发文量
17
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