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Published Article / RZ I07/2007/I-025 ENY-ARTICLE-2008-172

Analysis of influence of power quality disturbances using a neuro-fuzzy systems

Janik, P ; Leonowicz, Z ; Lobos, T ; Waclawek, Z


Abstract: The authors propose an automated neuro-fuzzy system approach (with neural network subsystem) to power quality assessment incorporating equipment susceptibility patterns. The system is expected to handle dependencies between superposition of different disturbances and specific devices’ susceptibility to disturbances. Two neural network architectures were applied: a well known radial-basis neural networks for automatic rules’ generation and a neuro-fuzzy system for overlaid disturbances influence modeling. Proposed approach can help to predict damages or abnormal functioning of devices and implement adequate countermeasures.

Keyword(s): neural networks ; fuzzy logic ; power quality
Note: Proceedings of the Seventh IASTED International Conference on Power and Energy Systems, Palma de Mallorca, Spain, August 29-31, 2007 / Ed. J. Milanovic. Anaheim, Acta Press, cop. 2007. pp. 182-185

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Cited by: try citation search for ENY-ARTICLE-2008-172; RZ I07/2007/I-025

Rekord stworzony 2008-09-27, ostatnia modyfikacja 2010-01-20

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