Optimum Design of Fractional Order PID Controller for an AVR System Using an Improved Artificial Bee Colony Algorithm

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• 作者：Dong-Li ZHANG^a ; ^{zdl@ysu.edu.cn" class="auth_mail}Author Vitae ; Ying-Gan TANG^a ; ^b ; ^{ygtang@ysu.edu.cn" class="auth_mail}Author Vitae ; Xin-Ping GUAN^c ; ^{xpguan@ysu.edu.cn" class="auth_mail}Author Vitae
• 关键词：Fractional order proportional-integral-derivative (FOPID) controller ; optimal control ; artificial bee colony algorithm ; cyclic exchange neighborhood ; chaos ; automatic voltage regualator (AVR) system
• 刊名：Acta Automatica Sinica
• 出版年：May 2014
• 年：2014
• 卷：40
• 期：5
• 页码：973-979
• 全文大小：713 K

文摘

Fractional order proportional-integral-derivative (FOPID) controller generalizes the standard PID controller. Compared to PID controller, FOPID controller has more parameters and the tuning of parameters is more complex. In this paper, an improved artificial bee colony algorithm, which combines cyclic exchange neighborhood with chaos (CNC-ABC), is proposed for the sake of tuning the parameters of FOPID controller. The characteristic of the proposed CNC-ABC exists in two folds: one is that it enlarges the search scope of the solution by utilizing cyclic exchange neighborhood techniques, speeds up the convergence of artificial bee colony algorithm (ABC). The other is that it has potential to get out of local optima by exploiting the ergodicity of chaos. The proposed CNC-ABC algorithm is used to optimize the parameters of the FOPID controller for an automatic voltage regulator (AVR) system. Numerical simulations show that the CNC-ABC FOPID controller has better performance than other FOPID and PID controllers.