Detection and classification of power quality disturbances using wavelet transform, fuzzy logic and neural network

Proceedings of the 2010 Annual IEEE India Conference: Green Energy, Computing and Communication, INDICON 2010

Volumn , Issue , 2010, Pages

  Saikia, L C ^a   Borah, S M ^a   Pait, S ^a  

^a NATIONAL INSTITUTE OF TECHNOLOGY SILCHAR   (India)

Author keywords

Artificial Neural Network; Fuzzy logic; Power quality; Wavelet transform

Indexed keywords

ARTIFICIAL NEURAL NETWORK; DISTURBANCE CLASSIFICATION; POWER QUALITY DISTURBANCES; TOTAL HARMONIC DISTORTIONS;

ALTERNATIVE FUELS; FUZZY LOGIC; FUZZY SYSTEMS; WAVELET TRANSFORMS;

NEURAL NETWORKS;

EID: 79952480502     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/INDCON.2010.5712674     Document Type: Conference Paper

References (14)

1. Surya Santoso, Edward J. Powers, and W. Mack Grady, "Electric Power Quality Disturbance Detection Using Wavelet Transform Analysis".
2. Atish K. Ghosh and David L. Lubkeman, "The classification of power system disturbance waveforms using a neural network approach", in IEEE Transactions on Power Delivery, Vol. 10, No. 1, January 1995.
3. J. S. Huang, M. Negnevitsky and D. T. Nguyen, "Wavelet Transform Based Harmonic Analysis".
4. Surya Santoso, Edward J. Powers, and W. Mack Grady and Antony C. Parsons, "Power Quality Disturbance Waveform Recognition Using Wavelet-Based Neural Classifier - Part 1: Theoretical Foundation", in IEEE transactions on power delivery, vol. 15, no. 1, January 2000.
5. Resende, J.W., Chaves, M.L.R. and Penna, C., "Identification of power quality disturbances using the MATLAB wavelet transforms toolbox".
6. Ricardo A. Lima, Claudio A. Reineri and Fernando H. Magnago "Hybrid Power Quality Harmonic Analysis".
7. T.K. Abdel-Galil, E. F. EL-Saadany, A.M. Youssef and M. M. A. Salama, "On-line Disturbance Recognition utilizing Vector Quantization based fast match".
8. Jaehak Chung, Edward J. Powers, W. Mack Grady and Siddharth C. Bhatt, "Power Disturbance classifier using a Rule-based method and wavelet packet based hidden Markov model", in IEEE transactions on power delivery, vol. 17, no. 1, January 2002.
9. Thomas Croes, Cristina Gherasim, Jeroen Van den Keybus and Jozef Ghijselen, "Power Measurement Using Wavelet Transform of Analytic Signals", in 2004 11th International Conference on Harmonics and Quality of Power.
10. S. Tuntisak and S. Premrudeepreechacharn, "Harmonic Detection in Distribution System Using Wavelet Transform & Support Vector Machine", unpublished
11. Boris Bizjak and Peter Planinsic, "Classification of Power Disturbances using Fuzzy Logic"
12. Peisheng Gao and Weilin Wu, "Power Quality Disturbances Classification Using Wavelet & Support Vector Machine", in IEEE Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA'06).
13. Math H. J. Bollen and P. M. Anderson, "Understanding Power Quality problems".
14. U.D. Dwivedi, Deepti Shakya and S.N. Singh, "Power Quality Monitoring And Analysis: An Overview and key issues" in Medwell Journals.