Recurrent Neural Networks Trained With Backpropagation Through Time Algorithm to Estimate Nonlinear Load Harmonic Currents

Generation of harmonics and the existence of waveform pollution in power system networks are important problems facing the power utilities. The determination of harmonic currents injected into a power network by a nonlinear load is complicated when the supply voltage waveform to the load is distorte...

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Veröffentlicht in:	IEEE transactions on industrial electronics (1982) Jg. 55; H. 9; S. 3484 - 3491
Hauptverfasser:	Mazumdar, J., Harley, R.G.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.09.2008 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Algorithms Back propagation Backpropagation algorithms Current measurement Harmonic distortion Harmonics Instruments Load metering Neural networks Pollution Power generation power quality Power system harmonics Recurrent neural networks recurrent neural networks (RNNs) Studies Voltage Harmonics Recurrent neural networks Power quality Metering
ISSN:	0278-0046, 1557-9948
Online-Zugang:	Volltext
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