Title :
Research on PID Control Algorithm of BP Network based on Two Axis Digital Control Turntable
Author :
Hao, Jie ; Zhang, Wenxiang ; Ling, Mingqing
Author_Institution :
Zhejiang Wanli Univ., Ningbo, China
fDate :
June 29 2010-July 1 2010
Abstract :
Under the research context of two axis digital control turntable, this paper has set up a mathematical model of control system of turntables. Proceeding from such model, it has made an analysis on the deficiencies of classical PID control during turntable control. Against the feature of PID parameters difficult to be tuned, the neural network is thus introduced in the optimizing process of turncontrol PID parameters, during which PID controller is designed based on BP network. In addition, the PID algorithm control based on BP network is simulated with results indicating PID controller designed so featuring high tracking accuracy, stable performance and strong robustness, which provides a solution to the problem of inadequate precision required by classic PID control as regards to the control precision.
Keywords :
backpropagation; control system synthesis; digital control; electric drives; neurocontrollers; optimisation; three-term control; tracking; BP network; PID algorithm control; PID control algorithm; PID controller design; control system; neural network; optimizing process; tracking accuracy; turncontrol PID parameters; turntable control; two axis digital control turntable; Artificial neural networks; Computers; Digital control; Mathematical model; Servomotors; Torque; Axis Digital Control Turntable; BP network; PID control; neural network;
Conference_Titel :
Computer and Information Technology (CIT), 2010 IEEE 10th International Conference on
Conference_Location :
Bradford
Print_ISBN :
978-1-4244-7547-6
DOI :
10.1109/CIT.2010.385