TY - GEN
T1 - Multi-motor synchronous system based on neural network control
AU - Cong, Chen
AU - Xingqiao, Liu
AU - Guohai, Liu
AU - Liang, Zhao
AU - Li, Chen
AU - Buhui, Zhao
PY - 2008
Y1 - 2008
N2 - On the basis of mathematic model analysis of multi-motor synchronous system, intelligent decoupling technology of multi-variable system is introduced to design neural network controller that is composed of self-turning PID controller based on diagonal recurrent neural network and adaptive neuron decoupling compensator, which make use of serial open loop decoupling strategy of adaptive neuron decoupling compensator located after self-turning PID controller. The results of experiment prove that the control system has stronger robustness, higher dynamic and static status and following performances than traditional PID, realizing better decoupling control of speed and tension of the system. The control system has good application prospects.
AB - On the basis of mathematic model analysis of multi-motor synchronous system, intelligent decoupling technology of multi-variable system is introduced to design neural network controller that is composed of self-turning PID controller based on diagonal recurrent neural network and adaptive neuron decoupling compensator, which make use of serial open loop decoupling strategy of adaptive neuron decoupling compensator located after self-turning PID controller. The results of experiment prove that the control system has stronger robustness, higher dynamic and static status and following performances than traditional PID, realizing better decoupling control of speed and tension of the system. The control system has good application prospects.
UR - https://www.scopus.com/pages/publications/67649444275
M3 - Conference contribution
AN - SCOPUS:67649444275
SN - 9787506292214
T3 - Proceedings of the 11th International Conference on Electrical Machines and Systems, ICEMS 2008
SP - 1231
EP - 1236
BT - Proceedings of the 11th International Conference on Electrical Machines and Systems, ICEMS 2008
T2 - 11th International Conference on Electrical Machines and Systems, ICEMS 2008
Y2 - 17 October 2008 through 20 October 2008
ER -