Title :
Simulation of PID neural network control system with virtual instrument
Author :
Shu, Hua ; Shu, Huailin
Author_Institution :
Inst. of Inf. & Control Technol., Guangzhou Univ., Guangzhou
Abstract :
The PID neural network controller can make both neural networks and PID control into an organic whole, which has the merit of any PID controller for its simple construction and definite physical meaning of parameters, and also has the self-study and adaptive functions of neural network. The approach to realize neural network control in virtual instrument is researched. Combining virtual instrument technology and PID neural network together organically and adopting LabVIEW to design the module of PID neural network, which will improve performance of the control system and development efficiency.
Keywords :
control engineering computing; neurocontrollers; three-term control; virtual instrumentation; LabVIEW; PID neural network control system; adaptive functions; virtual instrument; Automatic control; Control system synthesis; Control systems; Instruments; Multi-layer neural network; Neural networks; Neurons; Pi control; Proportional control; Three-term control;
Conference_Titel :
System Simulation and Scientific Computing, 2008. ICSC 2008. Asia Simulation Conference - 7th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-1786-5
Electronic_ISBN :
978-1-4244-1787-2
DOI :
10.1109/ASC-ICSC.2008.4675594