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Power Quality Disturbance Classification Based on Adaptive Neuro-Fuzzy System
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Thai Nguyen
Published/Copyright:
June 25, 2009
This paper presents an adaptive neuro-fuzzy inference system and a set of novel features for classification of power quality disturbances. The most common types of disturbances including flickers, harmonics, impulses, notches, outages, sags, swells, and switching transients are considered in this research. The proposed method employs voltage waveforms for analysis. The features are extracted utilizing the signal processing techniques such as the windowed discrete Fourier transform and S-transform. Evaluation studies based on both simulated and field data are reported.
Keywords: adaptive neuro-fuzzy inference system; power quality disturbances; feature extraction; decision making; S-transform
Published Online: 2009-6-25
©2011 Walter de Gruyter GmbH & Co. KG, Berlin/Boston
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Keywords for this article
adaptive neuro-fuzzy inference system;
power quality disturbances;
feature extraction;
decision making;
S-transform
Articles in the same Issue
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- Effect of Dry Zone Formation around Underground Power Cables on Their Ratings
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- Power Flow Analysis of HVAC and HVDC Transmission Systems for Offshore Wind Parks
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- Minimization of Financial Losses due to Voltage Sag in an Indian Distribution System using D-STATCOM
- Three-Phase Transformer Winding Deformation Diagnostics using Terminal Capacitance Measurements
