Application of Artificial Intelligence Techniques for Dissolved Gas Analysis of Transformers-A Review
 IEEE Guide for the Interpretation of Gases Generated in Oil-Immersed
Transformers, ANSI/IEEE Standard C57.104-1991.
 "Mineral Oil Impregnated Electrical Equipment in service. Guide to the
interpretation of Dissolved Free Gas Analysis". CEI, IEC 60599, second
 M. Duval, "A review of fault detectable by gas-in-oil analysis in
transformers," IEEE electrical Insulation Magazine, Vol. 10, No. 3, pp
 K. F. Thang, R. K. Aggarwal, A. J. MacGrail and D. G. Esp,
"Application of Self-Organizing Map Algorithms for Analysis and
Interpretation of Dissolved Gases in Power Transformers," Power
Engineering Society Summer Meeting, 2001. IEEE, Vancouver, BC,
Canada,07 /15/2001 Vol. 3,pp 1881-1886.
 K. F. Thang, R. K. Aggarwal, D. G. Esp, and A. J. MacGrail, "Statistical
and Neural Analysis of Dissolved Gases in Power Transformers,"
Eighth International Conference on Dielectric Materials, Measurements
and Applications, 2000. (IEE Conf. Publ. No. 473) 09/17-21/2000,
Edinburgh, UK, pp 324-329.
 N. Yadaiah and Nagireddy Ravi, "Fault Detection Techniques for
Power Transformers," Industrial & Commercial Power Systems
Technical Conference, 2007. ICPS 2007. IEEE/IAS Vol.6 , Issue ,11
May 2007, pp:1 - 9.
 Diego Roberto Moaris and Jacqueline Gisete Rolim, "An artificial
Neural Network Approach to Transformer Fault Diagnosis," IEEE
Transactions on Power Delivery , Vol. 11, No. 4, April 1996, pp 1836-
 IS 10593:2006 Indian Standard "Mineral Oil-impregnated Electrical
Equipment in service-Guide to interpretation of dissolved and free gas
analysis." ( Second Revision).
 C. F Lin, J. M. Ling and C. L. Huang "An Expert System for
Transformers Fault Diagnosis Using Dissolved Gas Analysis", IEEE
Transactions on Power Delivery, Vol. 8, No. 1, January 1993, pp 231-
 K. Tomsovic, M. Tapper and T. Ingvarsson, "A Fuzzy Information
Approach to Integrate Different Transformer Diagnostic Methods,"
IEEE Transactions on Power Systems, Vol. 08, No. 3, July 1993, pp
 Yann-Chang Huang, Hong-Tzer Yang and Ching Lien Huang,
"Developing a new transformer Fault diagnostic System through
Evolutionary Fuzzy Logic," IEEE Transactions on Power Delivery, Vol.
12, No. 2, April 1997, pp 761-767.
 Q. Su, C. Mi, L. L. Lai and P Austin, "A Fuzzy Dissolved Gas Analysis
Method for Diagnosis of Multiple Incipient Faults in a Transformer,"
IEEE Transactions on Power Systems, Vol. 15, No. 2, May 2000, pp
 N.A Muhamad, B. T Phung and T R Blackburn, "Comparative study
and analysis of DGA methods for Mineral Oil Using Fuzzy Logic,"
Proceedings of 8th International Power Engineering Conference
(IPEC2007), pp 1301-1306.
 Hong-Tzer Yang, Chiung Chou Liou and Jeng Hong Chow, "Fuzzy
Learning Vector Quantization Networks for Power Transformer
Condition Assessment, " IEEE Transactions on Dielectrics and Electrical
Insulation, Vol. 08, No. 1, February 2001, pp 143-149.
 O. Vanegas, Y. Mizuno, K. Naito , and T Kamiya, " Diagnosis of Oil
Insulated Power Apparatus using Neural Network Simulation," IEEE
Transactions on Dielectrics and Electrical Insulations, Vol 4, No3, June
1997, pp 290-299.
 Hong- Tzer Yang and Yann-Chang Huang, "Intelligent Decision
Support for Diagnosis of Incipient Transformer Faults Using Self-
Organizing Polynomial Networks," IEEE Transactions on Power
Systems Vol 13, No: 3, August 1998, pp 946-952.
 J. L. Guardado, J. L. Naredo, P. Moreno and C. R. Fuerte, "A
comparative study of Neural Network Efficiency in Power Transformer
Diagnosis Using Dissolved Gas Analysis," IEEE Transactions on Power
Delivery, Vol. 16, No. 4, October 2001, pp 643-647.
 A. S. Farag, M. Mohandes and Ali Al Shaikh, "Diagnosing Failed
Distribution Transformers using Neural Networks," IEEE Transactions
on Power Delivery, Vol. 16, No. 4, October 2001, pp 631-636.
 Y. C. Huang, H.T. Yang, and K. Y. Huang, "Abductive Network Modelbased
Diagnostic System of Power Transformer Incipient Fault
Detection," IEE Proceedings on Generation Transmission Distribution,
Vol. 149, No 3, May 2002.
 M. H. Wang, "Extension Neural Network for Power Transformer
Incipient Fault Diagnosis," IEE Proceeding Generation Transmission
Distribution, Vol 150, No. 6, Nov 2003, pp 679-656.
 Zhan Wang, JiWei guo, Jing Dong Xie, and Guoqing Tang, "An
Introduction of a Condition Monitoring System of Electrical
Equipment." Proceedings of 2001 International Symposium on
Electrical Insulating Materials, 2001. (ISEIM 2001). Himeji, Japan
11/19/2001-11/22/2001 pp 221-224.
 D.V.S.S Siva Sarma and G.N.S Kalyani, "ANN approach for Condition
Monitoring of Power Transformers Using DGA," (0-1803-
8560/04┬®2004 IEEE) pp 444-447.
 James J. Dukaram, "Transformer oil diagnosis using Fuzzy Logic and
Neural Networks," Canadian Conference on Electrical & Computer
Engineering, Vol. 1, pp 329-332.
 Jingen Wang, Lin Shang, Shifu, Chen and Yanfei Wang, "Application of
Fuzzy Classification by Evolutionary Neural Network in Incipient Fault
Detection of Power Transformer," Proceedings of IEEE International
Joint Conference on Neural Networks, 2004, Date: 25-29 July 2004,
Vol. 3, pp 2279- 2283.
 Diego Roberto Moaris and Jacqueline Gisete Rolim, "A Hybrid Tool for
Detection of Incipient Faults in Transformers Based on Dissolved Gas
Analysis of Insulating oil," IEEE Transactions on Power Delivery, Vol.
21, No. 2, April 2006, pp 673-680.
 M. A. Izzularab, G.E.M Aly, D.A Mansour, "On line diagnosis of
Incipient Faults and Cellulose Degradation Based on Artificial
Intelligence Methods," Proceedings of the 2004 IEEE International
Conference on Solid Dielectrics, 2004, Vol. 2,, 7/5-9 2004 pp: 767-770.
 Adriana Rosa, Garcez Castro, Valdimiro Miranda, "Knowledge
Discovery in Neural Networks with Application to Transformer Failure
Diagnosis," IEEE Transactions on Power Systems, Vol. 20, No 2. May
2005, pp 717-724.
 Wei-Song Lin, Chin-Pao Hung, Mang -Hui Wang, "CMAC_ based
Fault Diagnosis of Power Transformers," Proceedings of the 2002
International Joint Conference onNeural Networks 2002, Volume 3,
Issue , 2002 pp 986-991.
 Yann-Chang Huang, "A New Data Mining Approach to Dissolved Gas
Analysis of Oil-Insulated Power Apparatus," IEEE Transactions on
Power Delivery, Vol 18, No. 4, October 2003, pp 1257-1261.
 Weigen Chen, Chong Pan, Yuxin Yun, and Yilu Liu, "Wavelet Network
in Power Transformers Diagnosis Using Dissolved Gas Analysis," IEEE
Transactions on Power Delivery, Vol. 24, No: 1, January 2009, pp187-
 Karen L. Butler-Purry and Mustafa Bagriyanik, "Identifying
Transformer Incipient Events for Maintaining Distribution System
Reliability," Proceedings of the 36th Annual Hawaii International
Conference on System Sciences (HICSS-03), 1/6-9/ 2003, pp-8.
 Hang Wang and Karen L. Butler, "Modeling Transformers with Internal
Incipient Faults," IEEE Transactions on Power Systems Vol 17, No:2,
April 2002, pp 500-509.
 S. Rajasekaran, & G.A. Vijayalakshmi Pai, "Neural Networks, Fuzzy
logic and Genetic Algorithms Synthesis and Applications," Prentice-Hall
of India Pvt,New Delhi. Ltd First edition, pp 297-300.