A comprehensive overview on signal processing and artificial intelligence techniques applications in classification of power quality disturbances

作者: Suhail Khokhar , Abdullah Asuhaimi B. Mohd Zin , Ahmad Safawi B. Mokhtar , Mahmoud Pesaran

DOI: 10.1016/J.RSER.2015.07.068

关键词:

摘要: … transform, wavelet transform, S-transform, Hilbert transform, … review is presented for the detection and classification of power … for feature extraction, data compression and de-noising of …

参考文章(165)
Irene Yu-Hua Gu, Math H. J. Bollen, Signal processing of power quality disturbances ,(2006)
Baskaran Kalaiperumal, Brahmadesam Viswanathan Krishna, Image pattern recognition technique for the classification of multiple power quality disturbances Turkish Journal of Electrical Engineering and Computer Sciences. ,vol. 21, pp. 656- 678 ,(2013)
Guo-Sheng Hu, Feng-Feng Zhu, Yong-Jun Tu, Power Quality Disturbance Detection and Classification Using Chirplet Transforms Lecture Notes in Computer Science. pp. 34- 41 ,(2006) , 10.1007/11903697_5
H. Erişti, Y. Demir, Automatic classification of power quality events and disturbances using wavelet transform and support vector machines Iet Generation Transmission & Distribution. ,vol. 6, pp. 968- 976 ,(2012) , 10.1049/IET-GTD.2011.0733
Chirag A. Naik, Prasanta Kundu, Power quality disturbance classification employing S-transform and three-module artificial neural network International Transactions on Electrical Energy Systems. ,vol. 24, pp. 1301- 1322 ,(2014) , 10.1002/ETEP.1778
Roger C Dugan, Mark F McGranaghan, Surya Santoso, H Wayne Beaty, Electrical Power Systems Quality ,(1995)
T.K. Abdel-Galil, E.F. El-Saadany, A.M. Youssef, M.M.A. Salama, Disturbance classification using Hidden Markov Models and vector quantization IEEE Transactions on Power Delivery. ,vol. 20, pp. 2129- 2135 ,(2005) , 10.1109/TPWRD.2004.843399
M. Manjula, S. Mishra, A.V.R.S. Sarma, Empirical mode decomposition with Hilbert transform for classification of voltage sag causes using probabilistic neural network International Journal of Electrical Power & Energy Systems. ,vol. 44, pp. 597- 603 ,(2013) , 10.1016/J.IJEPES.2012.07.040
S.J. Huang, C.L. Huang, C.T. Hsieh, Application of Gabor transform technique to supervise power system transient harmonics IEE Proceedings - Generation, Transmission and Distribution. ,vol. 143, pp. 461- 466 ,(1996) , 10.1049/IP-GTD:19960534