DocumentCode
3416933
Title
Precise position tracking control based on adaptive neuron PID algorithm for automatic clutch driven by DC motor
Author
Wang, Xudong ; Xie, Xianping ; Wu, Xiaogang ; Yu, Tengwei
Author_Institution
Coll. of Electr. & Electron. Eng., Harbin Univ. of Sci. & Technol., Harbin
fYear
2008
fDate
3-5 Sept. 2008
Firstpage
1
Lastpage
4
Abstract
For automatic clutch control system, precise and quick position tracking is difficult on account of its nonlinear character. A new clutch actuating mechanism with a whirl spring was devised for torque compensation to reduce the load of DC actuator and improve the dynamic performance of clutch control system firstly, and then a neuron adaptive PID controller with feedforward and adjustable gain was designed. The feedforward can accelerate the response of controller, and the weights of neuron adjust automatically through self-learning function so as to obtain adaptive control character, furthermore, PSD (proportion, sum and differentiation) algorithm was proposed to adjust its gain. The experiment results show that the position tracking error is smaller than that of common controller; and the controller can adapt the nonlinear change of clutch load and target engaging speed. It indicates that the controller has good robustness and can meet position tracking control command of clutch.
Keywords
DC motors; adaptive control; clutches; feedforward; machine control; neurocontrollers; position control; three-term control; DC actuator; DC motor; adaptive neuron PID algorithm; adjustable gain; automatic clutch control system; clutch actuating mechanism; feedforward; precise position tracking control; proportion sum and differentiation algorithm; self-learning function; torque compensation; whirl spring; Adaptive control; Automatic control; Control systems; DC motors; Neurons; Nonlinear control systems; Programmable control; Target tracking; Three-term control; Torque control; PID control; PSD algorithm; automatic clutch; neuron; position tracking;
fLanguage
English
Publisher
ieee
Conference_Titel
Vehicle Power and Propulsion Conference, 2008. VPPC '08. IEEE
Conference_Location
Harbin
Print_ISBN
978-1-4244-1848-0
Electronic_ISBN
978-1-4244-1849-7
Type
conf
DOI
10.1109/VPPC.2008.4677409
Filename
4677409
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