Detection and identification techniques for multi-PD source in GIS

Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering

Volumn 29, Issue 16, 2009, Pages 119-126

  Si, Wen Rong ^a   Li, Jun Hao ^a   Yuan, Peng ^a   Yang, Jing Gang ^a   Li, Da Jian ^a   Li, Yan Ming ^a  

^a XI'AN JIAOTONG UNIVERSITY   (China)

Author keywords

Classification; Gas insulated switchgear; Multi PD source; Partial discharge; Pattern recognition; Wideband detection

Indexed keywords

CURVE FITTING; EDUCATION; FEATURE EXTRACTION; GEOGRAPHIC INFORMATION SYSTEMS; PARTIAL DISCHARGES; RESEARCH AIRCRAFT; SUPPORT VECTOR MACHINES;

CLASSIFICATION; COMPETITIVE LEARNING; DETECTION TECHNIQUE; DISCRIMINANT FUNCTIONS; GAS INSULATED SWITCHGEAR; GAS INSULATED SWITCHGEARS; IDENTIFICATION APPROACH; IDENTIFICATION SYSTEMS; IDENTIFICATION TECHNIQUES; INSULATION DEFECTS; LEAST SQUARES SUPPORT VECTOR MACHINES; MULTI-PD SOURCE; PD PULSE; SIMULATION TESTS; STOCHASTIC FEATURES; SUB-GROUPS; TIME FREQUENCY FEATURES; WIDE-BAND; WIDEBAND DETECTION;

INSULATING MATERIALS;

EID: 67649225136     PISSN: 02588013     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (20)

1. Si Wenrong, Li Junhao, Li Yanming, et al. Fast feature extraction technique for PD pulse shape based on wideband detection[J]. Adv. Tech. of Elec. Eng. & Energy, 2008, 27(2): 11-15(in Chinese).
2. Si Wenrong, Li Junhao, Li Yanming, et al. Fast and practical grouping technique for partial discharge pulse sequence and its application[J]. Journal of Xi'an Jiaotong University, 2008, 42(8): 1021-1025(in Chinese).
3. Si Wenrong, Li Junhao, Li Yanming, et al. Digital detection, grouping and classification of partial discharge at DC voltage[J]. IEEE Trans. on Dielectrics and Electrical Insulation, 2008, 15(6): 1663-1674.
4. Contin A, Cavallini A, Montanari G C, et al. Digital detection and fuzzy classification of partial discharge signals[J]. IEEE Trans, on Dielectrics and Electrical Insulation, 2002, 9(2): 335-348.
5. Cavallini A, Montanari G C, Contin A, et al. A new approach to the diagnosis of solid insulation systems based on PD signal inference[J]. IEEE Electrical Insulation Magazine, 2003, 19(2): 23-30.
6. Cavallini A, Montanari G C, Puletti F. A fuzzy logic algorithm to detect electrical trees in polymeric insulation systems[J]. IEEE Trans. on Dielectrics and Electrical Insulation, 2005, 12(6): 1134-1144.
7. Cavallini A, Contin A, Montanari G C, et al. Advanced PD inference in on-field measurements, part 1: noise rejection[J]. IEEE Trans, on Dielectrics and Electrical Insulation, 2003, 10(2): 216-224.
8. Cavallini A, Conti M, Montanari G C, et al. Advanced PD inference in on-field measurements, part 2: identification of defects in solid insulation system[J]. IEEE Trans, on Dielectrics and Electrical Insulation, 2003, 10(2): 528-537.
9. Zhang Xuegong. Introduction to statistical learning theory and support vector machines[J]. Acta Automatica Sinica, 2000, 26(1): 32-42(in Chinese).
10. Dong Ming, Meng Yuanyuan, Yan Zhang, et al. Fault diagnosis model for power transformer based on support vector machine and dissolved gas analysis[J]. Proceedings of the CSEE, 2003, 23(7): 88-92(in Chinese).
11. Wang Chunlin, Zhou Hao, Zhou Zhanghua, et al. Support vector machine modeling on the unburned carbon in fly ash[J]. Proceedings of the CSEE, 2005, 25(20): 72-76(in Chinese).
12. Zhang Quanming, Liu Huijin. Application of LS-SVM in classification of power quality disturbances[J]. Proceedings of the CSEE, 2008, 28(1): 106-110(in Chinese).
13. Cheng Qiming, Wang Yonghao. The support vector network controller based on least square algorithms and its application[J]. Proceedings of the CSEE, 2007, 27(8): 76-80(in Chinese).
14. Wang Guoli, Yuan Peng, Li Yanming, et al. Application of frequency mixing technique of ultra-high-frequency PD detection for transformers[J]. Proceedings of the CSEE, 2004, 24(10): 115-120(in Chinese).
15. Sun Caixin, Li Xin, Li Jian, et al. Research on complimentariry between wavelet and fractal theory and relevant application in PD pattern recognition[J]. Proceedings of the CSEE, 2001, 21(12): 73-76(in Chinese).
16. Jiang Lei, Zhu Deheng, Tan Kexiong, et al. ANN based discharge pattern recognition of insulation models of electrical transformers[J]. Proceedings of the CSEE, 2001, 21(1): 21-24(in Chinese).
17. Li Yanqing, Chen Zhiye, Liu Yunpeng, et al. Pattern recognition of transformer partial discharge based on acoustic method[J]. Proceedings of the CSEE, 2003, 23(2): 108-111(in Chinese).
18. Li Ruihua, Xie Hengkun, Gao Naikui, et al. Application of genetic programming for partial discharge pattern recognition of insulation inside defects models[J]. Proceedings of the CSEE, 2003, 23(8): 105-109 (in Chinese).