The Optimization of the PID Controller Using the Least Squares Method and the Improved Lbest PSO Algorithm

Author:

Yang Chuan Gui1,Yang Zhao Jun1,Chen Fei1,Zhu Yan1,Kan Ying Nan1,Zheng Zhi Tong1

Affiliation:

1. Jilin University

Abstract

A self-adaptive PID tuning scheme is presented for the electro-hydraulic servo loading system. It requires the least squares method to identify the parameters of the transfer function of the electro-hydraulic servo loading system and utilizes the improved lbest PSO algorithm to optimize the PID controller. The scheme can provide the optimal PID parameters so that the dynamic performance and stability of the electro-hydraulic servo loading system are improved. Results show the fact that the dynamic performance and stability of the system are improved by the scheme. And in terms of optimization of PID controller, the improved lbest PSO algorithm is better than the lbest PSO algorithm and Ziegler-Nichols method.

Publisher

Trans Tech Publications, Ltd.

Reference13 articles.

1. K Ogata. In: Modern Control Systems, University of Minnesota, Prentice Hall(1987), in press.

2. S.J. Bassi, M.K. Mishra, E.E. Omizegba: International Journal of Artificial Intelligence & Application (IJAIA), Vol. 2(2011), p.25.

3. James Kennedy, Rui Mendes, In: CEC '02. Proceedings of the 2002 Congress on Evolutionary Computation Proc, Vol. 2 (2002), p.1671.

4. E Detiček, E Kiker: Experimental techniques, Vol. 2(2001), p.35.

5. Feng Ding, Yang Shi, Tong wen: Systems & Control Letters, Vol. 56(2007), p.373.

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