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Modeling harmonics of networks supplying nonlinear loads | IEEE Conference Publication | IEEE Xplore

Modeling harmonics of networks supplying nonlinear loads


Abstract:

This work presents the development and validation of a model for electric networks supplying nonlinear loads (NLL). The model is based on Neural Networks (NN) and its pur...Show More

Abstract:

This work presents the development and validation of a model for electric networks supplying nonlinear loads (NLL). The model is based on Neural Networks (NN) and its purpose is the prediction of harmonic currents sank by the loads, in case of supply impedance changes caused by the insertion or releasing of neighboring loads or by the voluntary insertion of filters to reduce such harmonic currents. The NN is trained using data obtained from several Matlab simulations and the model is validated using the same network with different supply impedances and load conditions.
Date of Conference: 01-04 June 2014
Date Added to IEEE Xplore: 26 July 2014
Electronic ISBN:978-1-4799-2399-1

ISSN Information:

Conference Location: Istanbul, Turkey

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