A. Y. Hatata, M. Eladawy, K. Shebl, "Parameter Control Scheme for Active Power Filter Based on NARX Neural Network," WSEAS Transactions on Power Systems, vol. 13, pp. 118-124, 2018, DOI:
A. Y. Hatata, M. Eladawy, K. Shebl. Parameter Control Scheme for Active Power Filter Based on NARX Neural Network.
WSEAS Transactions on Power Systems. 2018;13:118-124.
WSEAS Transactions on Power Systems
Print ISSN: 1790-5060, E-ISSN: 2224-350X
Volume 13, 2018
Parameter Control Scheme for Active Power Filter Based on NARX Neural Network
Authors: , ,
Abstract: This paper presents a shunt active power filter control reference signal using Nonlinear Autoregressive with eXogenous neural network (NARX) with back propagation training algorithm. The instantaneous reactive power algorithm is integrated within the neural network to extract the dominant harmonics. The proposed method is demonstrated on three phase thyristor controlled drive which is one of widely used loads in petroleum industry field.
Keywords:
NARX Neural Network, Nonlinear Loads, Shunt Active Power Filter, Instantaneous Reactive Power Algorithm
Pages: 118-124 WSEAS Transactions on Power Systems, ISSN / E-ISSN: 1790-5060 / 2224-350X, Volume 13, 2018, Art. #12 DOI: *As the DOI is a unique identifier, it is already available in the pdf version.
**The DOI link will be activated in the first midst of January 2026.
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