Fault diagnosis of partial discharge in the transformers based on the fuzzy neural networks

Proceedings - 2010 International Conference on Computational and Information Sciences, ICCIS 2010

Volumn , Issue , 2010, Pages 1253-1256

  Zhao, Hailong ^a   Lin, Zhongying ^b  

^a NORTHEAST PETROLEUM UNIVERSITY   (China)

^b NORTHEAST FORESTRY UNIVERSITY   (China)

Author keywords

Fault diagnosis; Fuzzy neural networks; Partial discharge; Transformers

Indexed keywords

FAULT DIAGNOSIS; FUZZY-NEURAL; POWER SYSTEMS; SECURITY AND STABILITY; TRANSFORMERS; WAVELET SINGULARITY;

FAULT DETECTION; INFORMATION SCIENCE; PARTIAL DISCHARGES;

FUZZY NEURAL NETWORKS;

EID: 79952419579     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCIS.2010.309     Document Type: Conference Paper

References (8)

1. S. M. Strachan, S. Rudd, S. D. J. McArthur, M. D. Judd. Knowledge-Based Diagnosis of Partial Discharges in Power Transformers. IEEE Transactions on Dielectrics and Electrical Insulation Vol. 15, No. 1; February 2008:259-268. (Pubitemid 351225220)
2. Zhang Jiajia, Pan Hongbin Huang Huixian.Electric Power Transformer Fault Diagnosis using OLS based Radial Basis Function Neural Network. 10.1109/ICIT.2008.4608337:1-4.
3. Li Weixuan,Xia Zixiang. Online monitoring and fault diagnosis system of Power Transformer. 10.1109/APPEEC.2010.5448936:1-4.
4. Hu Xiaoguang, Dai Jingmin, etc. "THE FAULT DIAGNOSIS OF HIGH VOLTAGE BREAKERS BASED ON WAVELET SINGULARITY DETECTION," Proceedings of the CSEE, 2001, 21(5), pp.67-70.
5. J. L. Guardado, J. L. Naredo. A Comparative Study of Neural Network Efficiency in Power Transformers Diagnosis Using Dissolved Gas Analysis. IEEE Trans. Power Delivery, VOL. 16, NO. 4, OCT 2001:643-647.
6. J.S.Fool and P.S.Ghosh. Artificial Neural Network modelling of Partial Discharge parameters for transformer oil diagnosi. 10.1109/CEIDP.2002.1048836: 470-473.
7. Shi Jiangping, Tong Weiguang, Wang Daling. Design of The Transformer Fault Diagnosis Expert System Based on Fuzzy Reasoning. 10.1109/IFCSTA. 2009.34:110-114.
8. H. Nafisi, M. Davari. Using Fuzzy ARTmap Neural Network for Determination of Partial Discharge Location in Power Transformers. 10.1109/PTC.2009.5281920: 1-4.