DocumentCode :
777655
Title :
Predictive transient-following control of shunt and series active power filters
Author :
Marks, John H. ; Green, Tim C.
Author_Institution :
Dept. of Electr. & Electron. Eng., Imperial Coll. of Sci., Technol. & Med., London, UK
Volume :
17
Issue :
4
fYear :
2002
fDate :
7/1/2002 12:00:00 AM
Firstpage :
574
Lastpage :
584
Abstract :
A novel technique is presented for generation of a contemporary estimate of the fundamental component of the distorted input current or voltage to an uncontrolled three-phase bridge rectifier with a DC link smoothing filter. This allows for accurate calculation of cancellation references for series and shunt active power filters (APF) operating under steady-state and transient conditions. Improved transient performance allows for reduction of the power rating and control system bandwidth of an APF. An artificial neural network (ANN) predictor has been used to directly calculate the mean dq-axis input to the rectifier without filtering. This is a critical stage in separating harmonic distortion from fundamental current or voltage. The technique is developed using simulation data for both series and shunt APFs and validated with experimental results. The predictive harmonic identifier shows good steady-state performance and excellent transient performance that far exceeds that of a conventional identifier using time-domain or frequency-domain filtering
Keywords :
active filters; harmonic distortion; neural nets; power engineering computing; power harmonic filters; power system parameter estimation; power system transients; predictive control; rectifying circuits; transient response; DC link smoothing filter; active filters; cancellation references; distorted input current; distorted input voltage; frequency-domain filtering; fundamental current; fundamental voltage; harmonic distortion; improved transient performance; neural networks; predictive control; predictive transient-following control; series active power filters; shunt active power filters; steady-state conditions; steady-state performance; time-domain filtering; transient conditions; transient performance; transient response; uncontrolled three-phase bridge rectifier; Active filters; Artificial neural networks; Bridge circuits; Control systems; DC generators; Power harmonic filters; Rectifiers; Smoothing methods; Steady-state; Voltage;
fLanguage :
English
Journal_Title :
Power Electronics, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-8993
Type :
jour
DOI :
10.1109/TPEL.2002.800970
Filename :
1016806
Link To Document :
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