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Author:

Cai, Wen-Wen (Cai, Wen-Wen.) | Jia, Li-Xin (Jia, Li-Xin.) | Zhang, Yan-Bin (Zhang, Yan-Bin.) | Ni, Nan (Ni, Nan.)

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Abstract:

Aiming at the problem that it is difficult to confirm the parameters of the PID controller and the parameters can not be changed once identified, an intelligent PID control method is proposed. According to the size of the system error, this algorithm controls the system with different subsections of different parameters, by using the particle swarm optimization (PSO) to optimize the parameters of the PID controller to solve the problems, such as lag, time-variety and nonlinearity. A new evaluation function including the system adjusting time, rise time, over-shoot, and system error is defined. A group of parameters of the PID controller that minimize the evaluation function is calculated rapidly by searching in the given controller parameters area. Numerical simulations show that the controller can easily be applied to the first-order and second-order systems with time delay and its performance is also better than the classic PID optimized by PSO. ©2010 IEEE.

Keyword:

Controller parameter Design and simulation Evaluation function Intelligent pid Intelligent PID control PID controllers Second-order systemss System errors

Author Community:

  • [ 1 ] [Cai, Wen-Wen;Jia, Li-Xin;Zhang, Yan-Bin;Ni, Nan]School of Electrical Engineering, Xi'An Jiao Tong University, Xi'an, Shaanxi, 710049, China

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Source :

2010 International Conference on E-Product E-Service and E-Entertainment, ICEEE2010

ISSN: 9781424471614

Year: 2010

Publish Date: 2010

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 10

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 38

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