Title :
Self-tuning fuzzy PID controller for electro-hydraulic cylinder
Author :
Adnan, Ramli ; Tajjudin, Mazidah ; Ishak, Norlela ; Ismail, Hashimah ; Rahiman, Mohd Hezri Fazalul
Author_Institution :
Fac. of Electr. Eng., UiTM Malaysia, Shah Alam, Malaysia
Abstract :
Hydraulic systems are widely used in industrial applications. This is due to its high speed of response with fast start, stop and speed reversal possible. The torque to inertia ratio is also large with resulting high acceleration capability. The nonlinear properties of hydraulic cylinder make the position tracking control design challenging. This paper presents the development and implementation of self-tuning fuzzy PID controller in controlling the position variation of electro-hydraulic actuator. The hydraulic system mathematical model is approximated using system identification technique. The simulation studies were done using Matlab Simulink environment. The output performance was compared with the design using pole-placement controller. The roots mean squared error for both techniques showed that self-tuning Fuzzy PID produced better result compared to using pole-placement controller.
Keywords :
adaptive control; control system synthesis; fuzzy control; hydraulic systems; poles and zeros; position control; three-term control; Matlab Simulink; electrohydraulic cylinder; hydraulic systems; pole-placement controller; position tracking control design; self-tuning fuzzy PID controller; system identification; Fuzzy logic; Hydraulic actuators; Hydraulic systems; Mathematical model; Signal processing; System identification; Fuzzy PID; Self-tuning; electro-hydraulic actuator; pole placement; system identification Introduction;
Conference_Titel :
Signal Processing and its Applications (CSPA), 2011 IEEE 7th International Colloquium on
Conference_Location :
Penang
Print_ISBN :
978-1-61284-414-5
DOI :
10.1109/CSPA.2011.5759909