Application of neural networks to voltage fluctuations measurement-a proposal for a new flickermeter

This paper discusses the standard IEC 61000-4-15 flickermeter design and the principle of measuring voltage fluctuations based on human eye-brain perception. The conception of a neural network performs the measuring part of a flicker meter. The flicker is developed with Matlab environment to set inp...

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Published in2004 11th International Conference on Harmonics and Quality of Power (IEEE Cat. No.04EX951) pp. 403 - 407
Main Authors Szlosek, M., Swiqtek, B., Hanzelka, Z., Bien, A.
Format Conference Proceeding
LanguageEnglish
Published IEEE 2004
Subjects
Frequency modulation
IEC standards
Instruments
Mathematical model
Neural networks
Power measurement
Proposals
Testing
Voltage fluctuations
Voltage measurement
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Summary:This paper discusses the standard IEC 61000-4-15 flickermeter design and the principle of measuring voltage fluctuations based on human eye-brain perception. The conception of a neural network performs the measuring part of a flicker meter. The flicker is developed with Matlab environment to set input and output signals, which is taken as the training set for the neural network. The simulation results are obtained from the estimation of the input signal envelope employed to the processes of training the neural network.
ISBN:0780387465
9780780387461
DOI:10.1109/ICHQP.2004.1409389