PD pattern recognition based on kernel statistical uncorrelated optimum discriminant vectors in GIS

Diangong Jishu Xuebao/Transactions of China Electrotechnical Society

Volumn 23, Issue 9, 2008, Pages 111-117

  Zhang, Xiaoxing ^a   Tang, Ju ^a   Sun, Caixin ^a   Yao, Yao ^a  

^a CHONGQING UNIVERSITY   (China)

Author keywords

Fisher discriminant analysis; GIS; Kernel; Pattern recognition; PD

Indexed keywords

ARSENIC; BOOLEAN FUNCTIONS; DISCHARGE (FLUID MECHANICS); DISCRIMINANT ANALYSIS; ELECTRIC SUBSTATIONS; FISHER INFORMATION MATRIX; GEOGRAPHIC INFORMATION SYSTEMS; INSULATING MATERIALS; PARTIAL DISCHARGES; PATTERN RECOGNITION; STATISTICAL METHODS; VECTORS;

DISCHARGE PATTERNS; DISCRIMINANT VECTORS; FEATURE SPACES; FISHER DISCRIMINANT ANALYSIS; GAS INSULATED SUBSTATIONS; GIS; KERNEL; KERNEL METHODS; LINEAR FEATURE EXTRACTIONS; PARTIAL-DISCHARGE; PD; PD DIAGNOSES; STATISTICAL CORRELATIONS; UNCORRELATED;

FEATURE EXTRACTION;

EID: 54549087774     PISSN: 10006753     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (15)

1. Cheng Yonghong, Xie Xiaojun, Chen Yu, et al. Study on the fractal characteristics of ultra-wideband partial discharge in GIS with typical defects [J]. Proceedings of the CSEE, 2004, 24(8): 99-102.
2. Sun Caixin, Xu Gaofeng, Tang Ju, et al. PD pattern recognition method using box dimension and inform-ation dimension as discrimination features in GIS [J]. Proceedings of the CSEE, 2005, 25(3): 100-104.
3. Tang Ju, Sun Caixin, Peng Wenxiong, et al. Extracting partial discharge signals from white noise by wavelet packet transform in GIS [J]. Automation of Electric Power Systems, 2004, 28(5): 25-29.
4. Zhang Xiaoxing, Sun Caixin, Tang Ju, et al. PD pattern recognition based on optimal set of statistical uncorrelated discriminant vectors in GIS [J]. Automation of Electric Power Systems, 2006, 30(5): 59-62.
5. Man Yuyan, Gao Wensheng, Gao Kai, et al. Statistical recognition of discharge patterns in power generator [J]. Transactions of China Electrotechnical Society, 2006, 21(4): 41-45.
6. Dan Wengang, Chen Xiangxun, Zheng Jianchao. Classification of partial discharge distribution using wavelet transform and neural network [J]. Proceedings of the CSEE, 2002, 22(9): 1-5.
7. Gao Kai, Tan Kexiong, Li Fuqi, et al. Partial discharge pattern recognition of electrical machine insulation models using moment features [J]. Transactions of China Electrotechnical Society, 2001, 16(4): 61-64.
8. Foley D H, Sammon J W. An optimal set of discriminant vectors [J]. IEEE Trans. on Computers, 1975, 24(3): 281-289.
9. Wu Xiaojun, Yang Jingyu, Wang Shitong, et al. An improved optimal set of statistical uncorrelated discriminant vectors [J]. Journal of Electronics and Information Technology, 2005, 27(1): 47-50.
10. Mika S, Ratsch G, Weston J, et al. Fisher discriminant analysis with Kernels [J]. Proceeding of the 9th Neural Networks for Signal Processing Madison, WI, USA, 1999: 41-48.
11. Baudat G, Anouar F. Generalized discriminant analysis using a kernel approach [J]. Neural Computation, 2000, 12(10): 2385-2404.
12. Scholkopf B, Smola A, Müller K R. Nonlinear component analysis as a Kernel eigenvalue problem [J]. Neural Computation, 1998, 10(5): 1299-1319.