A fault diagnosis method for power transformer using Bayesian data analysis

Proceedings - 2010 3rd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2010

Volumn 6, Issue , 2010, Pages 567-570

  Cui, Haoyang ^a,b,c   Fang, Yong ^b   Tang, Zhong ^a   Liu, Jun ^c   Ye, Bo ^a  

^a SHANGHAI UNIVERSITY OF ELECTRIC POWER   (China)

^b SHANGHAI UNIVERSITY   (China)

^c Hangzhou Qianjiang River Electric Group Co Ltd   (China)

Author keywords

Bayesian probability density theory; Fault diagnosis; Transformers

Indexed keywords

BAYESIAN DATA ANALYSIS; BAYESIAN PROBABILITIES; CONDITION BASED MAINTENANCE; EQUIPMENT FAULT DIAGNOSIS; FAULT DIAGNOSIS; FAULT DIAGNOSIS METHOD; FAULT MONITORING; MAINTENANCE COST; MEMBERSHIP PROBABILITY; NORMAL STATE; TEMPERATURE INFORMATION; TRANSFORMER FAULT DIAGNOSIS; TRANSFORMERS; WORKING TEMPERATURES;

BAYESIAN NETWORKS; COMPUTER SCIENCE; DATA REDUCTION; ERROR COMPENSATION; INFORMATION TECHNOLOGY; POWER TRANSFORMERS; PROBABILITY; PROBABILITY DENSITY FUNCTION; TRANSFORMER SUBSTATIONS;

PREVENTIVE MAINTENANCE;

EID: 77958539175     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCSIT.2010.5564983     Document Type: Conference Paper

References (7)

1. Zhou Zhimin, General introduction to condition maintenance technique and on-line monitoring of equipment, High Voltage Apparatus, 2002, 38(5):42-45.
2. Lee Young K., Mavris Dimitri N., Volovoi Vitali V., Yuan Ming, Fisher Ted, A fault diagnosis method for industrial gas turbines using Bayesian data analysis, J. Engineering for gas turbines and power, 2010, 132(4):041602-041607.
3. Romessis C. Mathioudakis K. Bayesian network approach for gas path fault diagnosis, J. Engineering for gas turbines 570 and power, 2006, 128(1):64-72.
4. Wang Huiyan, Cheng yiyu, A quantitative system for pulse diagnosis in traditional Chinese medicine. In: Proceedings 27th annual int. Conf. on IEEE Engineering in Medichine and Biology Society. Shanghai: IEEE, 2005. 5676-5679.
5. Heckerman D. Bayesian network for data mining, Data mining and knowledge discovery, 1997, 3 :79-119.
6. Li Xiaogang, Fu Dongmei, Infrared Thermal Imaging Detection and Diagnosis, China Electric Power Press 2006, 1st edition, Beijing, 165-169.
7. Fu Dongmei, Li Xiaogang, Fu Zhiyi, The probability of transformer fault diagnosis method of fuzzy, Test and Control, 2001, 12:25-26.