WNN based intelligent energy meter
WNN based intelligent energy meter
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Date
2008-05-01
Authors
Sabat, Samrat L.
Nayak, Santanu K.
Mahapatra, Sakuntala
Journal Title
Journal ISSN
Volume Title
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Abstract
This paper presents a novel method for estimation of average power based on multiresolution signal decomposition technique and neural network. Proposed method allows the measurement form the samples of voltage and current signal over a cycle. Significance of this approach is we have not considered the phase factor for measuring average power as in conventional method. A prototype model for on line measuring and estimating the average power with high accuracy is presented using TMS320C3X starter kit. © 2007 Elsevier Ltd. All rights reserved.
Description
Keywords
Energy estimation,
Feature extraction,
Intelligent instrument,
Multiresolution analysis,
Multiresolution signal decomposition,
Neural network model
Citation
Measurement: Journal of the International Measurement Confederation. v.41(4)