Title :
Controller design for position tracking of nonlinear system
Author :
Rozali, S. Md ; Kamarudin, M.N. ; Rahmat, M.F. ; Husain, Abdul Rashid ; Abidin, Amar Faiz Zainal
Author_Institution :
Fac. of Electr. Eng., Univ. Teknikal Malaysia Melaka, Durian Tunggal, Malaysia
Abstract :
Usually, the nonlinearities existing in the system is eliminated by using linearization method. However, backstepping method allows additional nonlinearities to be created and introduced to the control process so that the undesirable nonlinearities can be cancelled out from the system. In this work,position tracking of electrohydraulic actuator system is taken as a numerical example since it is highly nonlinear. Backstepping controller is designed for the system without disturbance and with additional disturbance is given to its actuator. Control parameter of the designed controller for both condition is then optimized by using Particle Swarm Optimization method. The performance of the designed controller to the system is observed through its tracking error.
Keywords :
control nonlinearities; control system synthesis; controllers; electrohydraulic control equipment; hydraulic actuators; linearisation techniques; nonlinear control systems; particle swarm optimisation; performance index; position control; tracking; backstepping controller; backstepping method; control parameter; control process; controller design; electrohydraulic actuator system; linearization method; nonlinear system; particle swarm optimization method; position tracking; system nonlinearities; tracking error; Actuators; Backstepping; Electrohydraulics; Equations; Mathematical model; Particle swarm optimization; Lyapunov function; backstepping; particle swarm optimization; stability; tracking error;
Conference_Titel :
Industrial Electronics and Applications (ICIEA), 2013 8th IEEE Conference on
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4673-6320-4
DOI :
10.1109/ICIEA.2013.6566360