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CAS algorithm-based optimum design of PID controller in AVR system

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  • Zhu, Hui
  • Li, Lixiang
  • Zhao, Ying
  • Guo, Yu
  • Yang, Yixian

Abstract

This paper presents a novel design method for determining the optimal PID controller parameters of an automatic voltage regulator (AVR) system using the chaotic ant swarm (CAS) algorithm. In the tuning process of parameters, the CAS algorithm is iterated to give the optimal parameters of the PID controller based on the fitness theory, where the position vector of each ant in the CAS algorithm corresponds to the parameter vector of the PID controller. The proposed CAS-PID controllers can ensure better control system performance with respect to the reference input in comparison with GA-PID controllers. Numerical simulations are provided to verify the effectiveness and feasibility of PID controller based on CAS algorithm.

Suggested Citation

  • Zhu, Hui & Li, Lixiang & Zhao, Ying & Guo, Yu & Yang, Yixian, 2009. "CAS algorithm-based optimum design of PID controller in AVR system," Chaos, Solitons & Fractals, Elsevier, vol. 42(2), pages 792-800.
    • Handle: RePEc:eee:chsofr:v:42:y:2009:i:2:p:792-800
    DOI: 10.1016/j.chaos.2009.02.006
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    References listed on IDEAS

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    1. Hung, Meei-Ling & Lin, Jui-Sheng & Yan, Jun-Juh & Liao, Teh-Lu, 2008. "Optimal PID control design for synchronization of delayed discrete chaotic systems," Chaos, Solitons & Fractals, Elsevier, vol. 35(4), pages 781-785.
    2. Li, Lixiang & Yang, Yixian & Peng, Haipeng & Wang, Xiangdong, 2006. "Parameters identification of chaotic systems via chaotic ant swarm," Chaos, Solitons & Fractals, Elsevier, vol. 28(5), pages 1204-1211.
    3. Aguilar-López, Ricardo & Martinez-Guerra, Rafael, 2007. "Partial synchronization of different chaotic oscillators using robust PID feedback," Chaos, Solitons & Fractals, Elsevier, vol. 33(2), pages 572-581.
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