Fuzzy logic approach to identify transformer criticality using dissolved gas analysis

IEEE PES General Meeting, PES 2010

Volumn , Issue , 2010, Pages

  Abu Siada, A ^a   Arshad, M ^b   Islam, S ^a  

^a CURTIN UNIVERSITY   (Australia)

^b BC HYDRO   (Canada)

Author keywords

Condition monitoring; DGA; Fuzzy logic; Transformer diagnosis

Indexed keywords

DGA; DISSOLVED GAS ANALYSIS; FUZZY LOGIC APPROACH; FUZZY LOGIC MODEL; MATHEMATICAL FORMULATION; OIL SAMPLES; RESEARCH AREAS; TRANSFORMER CONDITION MONITORING; TRANSFORMER DIAGNOSIS; TRANSFORMER OIL;

CONDITION MONITORING; FUZZY SYSTEMS; MATHEMATICAL TECHNIQUES; OIL FILLED TRANSFORMERS; POWER TRANSFORMERS; TRANSFORMER SUBSTATIONS;

FUZZY LOGIC;

EID: 78649562264     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PES.2010.5589789     Document Type: Conference Paper

References (14)

1. T. K. Saha, "Review of modern diagnostic techniques for assessing insulation condition in aged transformers," Dielectrics and Electrical Insulation, IEEE Transactions on [see also Electrical Insulation, IEEE Transactions on], vol. 10, pp. 903-917, 2003.
2. M. Arshad, "Remnant Life Estimation Model Using Fuzzy Logic for Power Transformer Asset Management," PhD thesis, Curtin University of Technology, 2005.
3. X. Liu, F. Zhou, and F. Huang, "Research on on-line DGA using FTIR [power transformer insulation testing]," 2002, pp. 1875-1880 vol.3.
4. "IEEE guide for the interpretation of gases generated in oil-immersed transformers," IEEE Std C57.104-2008 (Revision of IEEE Std C57.104- 1991), pp. C1-27, 2009.
5. V. G. Arakelian, "Effective diagnostics for oil-filled equipment," Electrical Insulation Magazine, IEEE, vol. 18, pp. 26-38, 2002.
6. R. R. Rogers, "IEEE and IEC Codes to Interpret Incipient Faults in Transformers, Using Gas in Oil Analysis," Electrical Insulation, IEEE Transactions on, vol. EI-13, pp. 349-354, 1978.
7. M. Duval, "New techniques for dissolved gas-in-oil analysis," Electrical Insulation Magazine, IEEE, vol. 19, pp. 6-15, 2003.
8. N. A. Muhamad, B. T. Phung, and T. R. Blackburn, "Comparative study and analysis of DGA methods for mineral oil using fuzzy logic," in Power Engineering Conference, 2007. IPEC 2007. International, 2007, pp. 1301-1306.
9. M. Hongzhong, L. Zheng, P. Ju, H. Jingdong, and Z. Limin, "Diagnosis of power transformer faults on fuzzy three-ratio method," in Power Engineering Conference, 2005. IPEC 2005. The 7th International, 2005, pp. 1-456.
10. [W. Zhenyuan, L. Yilu, and P. J. Griffin, "Neural net and expert system diagnose transformer faults," Computer Applications in Power, IEEE, vol. 13, pp. 50-55, 2000.
11. S. Mofizul Islam, T. Wu, and G. Ledwich, "A novel fuzzy logic approach to transformer fault diagnosis," Dielectrics and Electrical Insulation, IEEE Transactions on, vol. 7, pp. 177-186, 2000.
12. A. Singh and P. Verma, "A review of intelligent diagnostic methods for condition assessment of insulation system in power transformers," in Condition Monitoring and Diagnosis, 2008. CMD 2008. International Conference on, 2008, pp. 1354-1357.
13. M. Wang, A. J. Vandermaar, and K. D. Srivastava, "Review of condition assessment of power transformers in service," Electrical Insulation Magazine, IEEE, vol. 18, pp. 12-25, 2002.
14. H. Li and M. M. Gupta, "Fuzzy Logic and Intelligent Systems," in International Series in Intelligent Technologies: Kluwer Academic Publisher 1995.