Title :
Fuzzy PID control for AC servo system based on Stribeck friction model
Author :
Jiazhong Xu ; Ming Qiao ; Wei Wang ; Yanan Miao
Author_Institution :
Coll. of Autom., Harbin Univ. of Sci. & Technol., Harbin, China
Abstract :
Friction is the key factor influencing high precision and super low-speed running performance of AC servo system. In order to factually simulate the influence of friction on AC servo system, three-loop nonlinear model of industry AC servo motor including measured Stribeck friction disturbance factors is established. The control performance of position loop is simulated and studied by adopting traditional PID and fuzzy PID. The results show that Stribeck friction can lead to “flat top” of position tracking and “dead zone” of speed tracking adopting traditional PID, while fuzzy PID decreases the influence of friction on servo system performance and improves tracking precision and robust performance of the system.
Keywords :
friction; fuzzy control; servomotors; three-term control; AC servo motor; AC servo system; Stribeck friction disturbance factors; Stribeck friction model; control performance; fuzzy PID control; position loop; position tracking; speed tracking; three-loop nonlinear model; Friction; Niobium; Permanent magnet motors; Robustness; Rotors; Servomotors; Torque; AC servo system; Stribeck friction model; fuzzy PID control; motion control;
Conference_Titel :
Strategic Technology (IFOST), 2011 6th International Forum on
Conference_Location :
Harbin, Heilongjiang
Print_ISBN :
978-1-4577-0398-0
DOI :
10.1109/IFOST.2011.6021121