International Journal of Advances in Science, Engineering and Technology(IJASEAT)
current issues
Volume-7,Issue-2, Spl. Iss-2  ( Jun, 2019 )
Statistics report
Aug
Submitted Papers : 80
Accepted Papers : 10
Rejected Papers : 70
Acc. Perc : 12%
  Journal Paper

Paper Title
A Novel Hybrid Fuzzy PID Controller based on GA-PSO Optimization

Abstract
In this paper,a hybrid fuzzy PID controller is presented which uses the combined GA-PSO algorithms for parameters optimization. To improve the performance of the controller, a new formula for the acceleration factor of particle swarm optimization is proposed. This formula is based on the decreasing and increasing features of acceleration factors, c1 and c2.Thisapproach is applied to a nonlinear dynamic system to show the effectiveness of the proposed controller. The simulation results show the superiority of the proposed method in terms of overshoot, rise time and settling time. Key Words - Fuzzy Control, PID Control, Genetic Algorithm, Particle Swarm Optimization


Author - Alireza Aarabi, Mehdi Shahbazian, Mohsen Hadian

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| Published on 2018-05-14
   
   
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