Optimization Techniques in PID Controller on a Nonlinear Electro-Hydraulic Actuator ystem
Keywords:
Electro-Hydraulic Actuator System, Ziegler-Nichols Tuning Method, Particle Swarm OptimizationAbstract
The controller is an important component in the nonlinear controlsystem, especially for the system that needs accuracy in position tracking.Electro-Hydraulic Actuator (EHA) sys em is a popular nonlinear s ystem that is used by researchers. Proportional-Integral-Derivative (PID) controller is the most popular controller that is normally used in the industry. This is mainly because of its simplicity in the design process. However, there are three constants that need to be assigned in the PID controller, often we called this as the parameters selection process or the PID tuning process. In this paper, a comparison studyfor the selection process of the PID parameters process will be conducted a mongZiegler-Nichols tuning method, conventional Particle Swarm Optimization (PSO) technique and Priority-based Fitness Pa rticle Swarm Optimization (PFPSO) technique. PFPSO is one of the improved versions of the conventional PSO technique. The simulation study will be conducted on a nonlinear Electro-Hydraulic Actuator (EHA) system. A simple robustness test on the PID controller will be evaluated interms of actuator internal leakage. Results showed that the PID performed better when its controller’s parameters are selected using PFPSO technique rather than the Ziegler-Nichols method and conventional PSO technique.