DocumentCode :
569952
Title :
Optimal tuning of PI controller for speed control of DC motor drive using particle swarm optimization
Author :
Kanojiya, Rohit G. ; Meshram, P.M.
Author_Institution :
Dept. of Electr. Eng., Chavan Coll. of Eng., Nagpur, India
fYear :
2012
fDate :
2-4 Aug. 2012
Firstpage :
1
Lastpage :
6
Abstract :
This paper present a method to determine the optimal tuning of the PI controller parameter on Direct current (DC) motor drive system using particle swarm optimization (PSO) algorithm, Ziegler-Nichols (ZN) tuning and Modified Ziegler-Nichols (MZN) tuning method. The main objective of this paper is to minimize transient response specifications chosen as rise time, settling time and overshoot, for better speed response of DC motor drive. The speed control of DC motor is done using PI and PID controllers. Implementation of PID controller for DC motor speed control is done using ZN and MZN tuning method. For PSO algorithm technique, PI controller is used to improve the performance of DC motor speed control system. A comparison is made on the basis of objective function (rise time, settling time and overshoot) from output Step responses. The proposed approach had superior features, including easy implementation, stable convergence characteristic, and good computational efficiency. Fast tuning of optimum PI controller parameters yields high-quality solution. Compared with traditional ZN method and MZN method, the proposed method is found indeed more efficient and robust in improving the step response of DC motor drive system.
Keywords :
DC motor drives; PI control; electric current control; machine control; particle swarm optimisation; velocity control; DC motor drive system; DC motor speed control system; MZN method; PI controller optimal tuning; PI controller parameter; PSO algorithm technique; ZN method; computational efficiency; direct current motor drive system; modified Ziegler-Nichols tuning method; optimal tuning; optimum PI controller parameters yields; particle swarm optimization; transient response specifications; DC motors; Equations; Mathematical model; Particle swarm optimization; Transfer functions; Tuning; Velocity control; DC motor; PI controller; PID controller; Ziegler-Nichols tuning method; optimal contro; particle swarm optimization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advances in Power Conversion and Energy Technologies (APCET), 2012 International Conference on
Conference_Location :
Mylavaram, Andhra Pradesh
Print_ISBN :
978-1-4673-2042-9
Type :
conf
DOI :
10.1109/APCET.2012.6302000
Filename :
6302000
Link To Document :
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