Title :
A neural network controller for switching power converters
Author :
Chan, Hung-Chang ; Chau, K.T. ; Chan, C.C.
Author_Institution :
Dept. of Electr. Eng., Hong Kong Polytech., Hong Kong
Abstract :
Since switching power converters behave in a highly nonlinear manner, conventional controllers are incapable of obtaining good dynamical performance. The use of a neural network as an adaptive feedforward controller as well as another neural network as an emulator for switching DC-DC converters is addressed. The simulation results show that this neural network control system can provide good dynamical responses even under high-frequency pulsed supply voltage and high-frequency pulsed reference signal
Keywords :
DC-DC power convertors; adaptive control; feedforward; neurocontrollers; power engineering computing; switching circuits; DC-DC converters; adaptive feedforward controller; high-frequency pulsed supply voltage; neural network controller; simulation; switching power converters; Adaptive control; Adaptive systems; Automatic control; Control system synthesis; Control systems; Feedforward neural networks; Neural networks; Programmable control; Switching converters; Voltage;
Conference_Titel :
Power Electronics Specialists Conference, 1993. PESC '93 Record., 24th Annual IEEE
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-1243-0
DOI :
10.1109/PESC.1993.472026
