DocumentCode :
2284440
Title :
Neural Network Hysteresis Control of three-phase Switched Capacitor Active Power Filter
Author :
Wang, Ping ; Xin, Aiqin ; Zou, Yu
Author_Institution :
Sch. of Electr. Eng. & Autom., Tianjin Univ.
fYear :
2006
fDate :
12-14 Nov. 2006
Firstpage :
256
Lastpage :
259
Abstract :
The switched capacitor active filter is different from the traditional active filter. It removes the requirement for a large current or voltage source, which leads to the reduction in cost and in physical size. A control method that combines the neural network technology with the hysteresis band technology is presented. Through training the neural network can learn the control rules by itself and can replace the real hysteresis comparator in power converter control. The computer simulation results show this filter´s advantage.
Keywords :
active filters; hysteresis; neural nets; switched capacitor filters; hysteresis band technology; hysteresis comparator; hysteresis control; neural network technology; power converter control; switched capacitor active power filter; Active filters; Control systems; Hysteresis; Neural networks; Power capacitors; Power electronics; Power harmonic filters; Switched capacitor networks; Switches; Switching circuits;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power Electronics Systems and Applications, 2006. ICPESA '06. 2nd International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
962-367-544-5
Type :
conf
DOI :
10.1109/PESA.2006.343109
Filename :
4147822
Link To Document :
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