A comprehensive training for wavelet-based RBF classifier for power quality disturbances

IEEE Region 10 Annual International Conference, Proceedings/TENCON

Volumn 3, Issue , 2002, Pages 1919-1922

  Hoang, T A ^a   Nguyen, D T ^a  

^a UNIVERSITY OF TASMANIA   (Australia)

Author keywords

Pattern Classification; Power Quality Disturbances; Radial Basis Function Networks; Wavelets

Indexed keywords

ALGORITHMS; ELECTRIC POWER SYSTEMS; PATTERN RECOGNITION; VECTORS; WAVELET TRANSFORMS;

POWER QUALITY DISTURBANCES;

RADIAL BASIS FUNCTION NETWORKS;

EID: 0038310312     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

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2. S. Santoso, E.J. Powers, W.M Grady and A.C. Parsons," Power Quality Disturbance Waveform Recognition Using Wavelet-based Neural Classifier, Part 1: Theoretical foundation, Part 2: Application," IEEE Trans. Power Delivery, Jan. 1997.
3. T.A. Hoang and D.T. Nguyen, "Appropriate Processing for the Classification of Power Quality Disturbances," Proc. of Australian Universities Power Engineering Conf. AUPEC 2000, Brisbane, Australia, pp. 195-201, 24-27 Sep. 2000.
4. T.A. Hoang and D.T. Nguyen, "Wavelet-based Neural Network for the Classification of Power Quality Disturbances," Proc. Int. Conf. on Artificial Intell, in Science and Technology AISAT 2000, Hobart, Australia, pp. 273-278, 17-20 Dec. 2000.
5. S. Mallat and W.L. Hwang, "Singularity detection and processing with wavelet," IEEE Trans. Inform. Theory, vol. 38, no. 2, Mar. 1992.
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7. T.J. Moody and C.J.Darken, "Fast Learning in networks of locally tuned processing units," Neural Computation, vol.1, pp.151-160, 1989.
8. T.A. Hoang and D.T. Nguyen, "Wavelet-Based Classification of Power Quality Disturbances using RBF networks," Proc. 6"' IASTED Int. Conf. on Power and Energy Systems, Marina Del Rey, California, USA, 13-15 May 2002.