TY - GEN
T1 - Simulation of three-motor synchronous control system based on BP neural network
AU - Zhao, Liang
AU - Liu, Xingqiao
AU - Chen, Chong
AU - Liu, Guohai
AU - Cheng, Li
PY - 2008
Y1 - 2008
N2 - Multi-motor synchronous system is being widely applied in industrial field, in order to ulteriorly improve synchronous performance of multi-motor system, this paper presents a synchronous control system for three-motor which includes three intelligent PID controllers based on BP neural network arithmetic which adjusts the parameters of PID controllers on-line, and neuron decoupling compensator fulfilling open loop decoupling control of multi-variable to reduce mutual effect. The results of simulation indicates that the control system can get the optimal parameters of the PID controllers according to different running state of system, and has better performances of dynamic and static status comparing to traditional PID, and realizes better decoupling control of speed and tension in the system.
AB - Multi-motor synchronous system is being widely applied in industrial field, in order to ulteriorly improve synchronous performance of multi-motor system, this paper presents a synchronous control system for three-motor which includes three intelligent PID controllers based on BP neural network arithmetic which adjusts the parameters of PID controllers on-line, and neuron decoupling compensator fulfilling open loop decoupling control of multi-variable to reduce mutual effect. The results of simulation indicates that the control system can get the optimal parameters of the PID controllers according to different running state of system, and has better performances of dynamic and static status comparing to traditional PID, and realizes better decoupling control of speed and tension in the system.
UR - http://www.scopus.com/inward/record.url?scp=58049144489&partnerID=8YFLogxK
U2 - 10.1109/ASC-ICSC.2008.4675584
DO - 10.1109/ASC-ICSC.2008.4675584
M3 - Conference contribution
AN - SCOPUS:58049144489
SN - 9781424417872
T3 - 2008 Asia Simulation Conference - 7th International Conference on System Simulation and Scientific Computing, ICSC 2008
SP - 1358
EP - 1363
BT - 2008 Asia Simulation Conference - 7th International Conference on System Simulation and Scientific Computing, ICSC 2008
T2 - 2008 Asia Simulation Conference - 7th International Conference on System Simulation and Scientific Computing, ICSC 2008
Y2 - 10 October 2008 through 12 October 2008
ER -