Controlling a Nonlinear Servo Hydraulic System Using PID Controller with a Genetic Algorithm Tool
IRAQI JOURNAL OF COMPUTERS, COMMUNICATIONS, CONTROL AND SYSTEMS ENGINEERING,
2012, Volume 12, Issue 1, Pages 42-52
AbstractThe purpose of this paper is to present the modeling and simulation of a servo
hydraulic system. Hydraulic systems are broadly used in the industry due to their
ability to adapt to a wide range of purposes and their proven robustness. First we
develop a mathematical model to obtain the system responses. These responses
represent the response of the servo hydraulic system with a sinusoidal input.
Secondly, we design a PID controller in order to improve the position transient
response and reach minimum steady state error in the output displacement. Then, we
use Genetic Algorithm technique to find the best (KP, KI and KD) gains for PID
controller to enhance the output of the servo hydraulic system.
The results have showed a higher improvement of the servo hydraulic system
response with minimizing the steady state error after using the PID controller gains
obtained from the Genetic Algorithm technique.
- Article View: 142
- PDF Download: 30