DocumentCode
1915573
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
fYear
1993
fDate
20-24 Jun 1993
Firstpage
887
Lastpage
892
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Power Electronics Specialists Conference, 1993. PESC '93 Record., 24th Annual IEEE
Conference_Location
Seattle, WA
Print_ISBN
0-7803-1243-0
Type
conf
DOI
10.1109/PESC.1993.472026
Filename
472026
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