A Unified Artificial Neural Network Architecture for Active Power Filters

In this paper, an efficient and reliable neural active power filter (APF) to estimate and compensate for harmonic distortions from an AC line is proposed. The proposed filter is completely based on Adaline neural networks which are organized in different independent blocks. We introduce a neural met...

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Veröffentlicht in:	IEEE transactions on industrial electronics (1982) 2007-02, Vol.54 (1), p.61-76
Hauptverfasser:	Abdeslam, D.O., Wira, P., Merckle, J., Flieller, D., Chapuis, Y.-A.
Format:	Artikel
Sprache:	eng
Schlagworte:	Active filters Active power filter (APF) adaptive control Architecture Artificial neural networks artificial neural networks (ANNs) Balancing Compensation Computer Science Computer simulation Current measurement Distortion measurement Electric potential Engineering Sciences Filtering Harmonic distortion Harmonics Methods Neural networks Power harmonic filters Power system harmonics Power system simulation selective compensation Signal and Image processing Studies three-phase electric system Voltage
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