Design of power transformer fault diagnosis model based on support vector machine

2009 International Symposium on Intelligent Ubiquitous Computing and Education, IUCE 2009

Volumn , Issue , 2009, Pages 137-140

  Liu, Tao ^a,b   Wang, Zhijie ^c  

^a SUZHOU VOCATIONAL UNIVERSITY   (China)

^b Jiangsu Research and Development Centre for Modern Enterprise Information Software Engineering   (China)

^c SHANGHAI DIANJI UNIVERSITY   (China)

Author keywords

Fault diagnosis; Model; Power transformer; Support vector machines

Indexed keywords

DISSOLVED GAS; FAULT DIAGNOSIS; GEAR FAULTS; LEARNING SAMPLES; MACHINE LEARNING ALGORITHMS; STATISTICAL LEARNING THEORY; TESTING RESULTS; TRANSFORMER FAULTS;

DISSOLUTION; EDUCATION; ELECTRIC INSTRUMENT TRANSFORMERS; FAILURE ANALYSIS; GEARS; INTELLIGENT COMPUTING; LEARNING ALGORITHMS; MACHINE DESIGN; MULTILAYER NEURAL NETWORKS; POWER TRANSFORMERS; TRANSFORMER SUBSTATIONS; UBIQUITOUS COMPUTING; VECTORS;

SUPPORT VECTOR MACHINES;

EID: 70449381181     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IUCE.2009.59     Document Type: Conference Paper

References (8)

1. Caixin Sun, Weigen Chen, Jian Li (ed.): Online Monitoring of Gas in Oil and Fault Diagnosis in Electrical Equipments, Science Press, Beijing (2004)
2. Na Liu, Wensheng Gao, Kexiong Tan: Fault Diagnosis Method Based on Combined Neural Network Model in Electrical Power Transformers . Electrical Technology Journal,vol. 2: pp. 84-87, 2003.
3. Hao Xiong, Xiaoxing Zhang, Ruijin Liao, Tao Chang, Caixin Sun: fault diagnosis method in electrical power transformers Based on Dynamic Clustering. Equipment and Meters Journal,vol. 3: pp. 74-77, 2007.
4. Jie Yu, Hao Zhou: An Immune Algorithm Diagnosis Method for Gas in Oil Analysis in in Power Transformers. High Voltage Technology Journal,vol. 3: pp. 54- 55,69, 2006.
5. Gang Liu, Jiwei Guo, Guoqing Tang: Fault Diagnosis Method in Electrical Power Transformers Based on Grey Position Potential Theory . Electrical System and Automation Journal,vol.2: pp. 57-60, 2004.
6. Wei Jiang, Yi Luo, Guangyu Tu: Fault Diagnosis Method in Electrical Power Transformers Based on Multiple Support Vector Machines . Water Electricity Energy Science, vol.1: pp. 56-59, 2007.
7. Hengnian Qi: Support Vector Machine and Its Applications. Computer Projects, vol.10: pp. 11-14, 2004.
8. Vapnik V N (ed.): The Nature of Statistical Learning Theory , Springer-Verlag, New York (1999)