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4 Acknowledgment 
The project is co-funded by the European Social 
Fund and National Resources - EPEAEK II –
ARCHIMIDIS.
We would like to thank all the members of our 
group for their help in this project. 
References: 
[1] L.L. Grigsby, The Electric Power Engineering 
Handbook, CRC Press LLC and IEEE Press, 
1991. 
[2] M. Horning, J. Kelly, S. Myers and R. 
Stebbins, Transformer Maintenance Guide, 
Third 
Edition
Transformer 
Maintenance 
Institute, S. D. Myers Inc, 2004. 
[3] M. Wang, A.J. Vandermaar, K.D. Srivastava 
Review of Condition Assessment of Power 
Transformers in Service, IEEE Electrical 
Insulation Magazine, Vol. 18, No 6, 2002, pp. 
12-25.
[4] P. Jackson, Introduction to Expert Systems, 3
rd
Edition, Addison-Wesley, 1999. 
[5] J. Ignizio, Introduction to Expert Systems: The 
Development and Implementation of Rule-
Based Expert Systems, McGraw-Hill, 1991. 
[6] Z.Z. Zhang, G.S. Hope, O.P. Malik, Expert 
Systems in Electric Power Systems – A 
Bibliographical Survey, IEEE Transanctions on 
Power Systems, Vol. 4, No. 4, 1989, pp. 1355-
1362. 
[7] Jovelino Falqueto, Matheus Sebastian Telles, 
Automatization of the Analysis and Diagnosis 
in Power Transformers using Artificial 
Intelligence, Proceedings of IEEE International 
Conference on Industrial Informatics, 2006, 
pp.189-194. 
[8] Fu Yang, Zhang Liang, Comprehensive Method 
Detecting the Status of the Transformer Based 
on the Artificial Intelligence, International 
Conference on Power System Technology – 
POWERCON, 2004, pp. 1638-1643. 
[9] J. P. van Bolhuis, E. Gulski, and J. J. Smit, 
Monitoring and Diagnostic of Transformer 
Solid Insulation, IEEE Transactions on Power 
Delivery, Vol. 17, No. 2, 2002, pp. 528-536. 
[10] FIST 3-30, Transformer Maintenance, US 
Depart. Of Interior, Bureau of Reclamation, 
Denver, Colorado 2000. 
[11] FIST 3-31, Transformer Diagnostics, US 
Depart. Of Interior, Bureau of Reclamation, 
Denver, Colorado, 2003. 
Proceedings of the 6th WSEAS Int. Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases, Corfu Island, Greece, February 16-19, 2007 56


[12] IEC 
60599, 
Mineral 
Oil-Impregnated 
Electrical 
Equipment 
in 
Service 
– 
Interpretation of Dissolved and Free Gas 
Analysis, 1999. 
[13] IEEE C57.104, Guide for the Interpretation of 
Gases 
Generated 
in 
Oil-Immersed 
Transformers, 1991. 
[14] ASTM D 1816, Standard Test Method for 
Dielectric Breakdown Voltage of Insulating 
Oils of Petroleum Origin Using VDE 
Electrodes, 2004. 
[15] ASTM D 971 Rev. A, Standard Test Method 
for Interfacial Tension of Oil Against Water by 
the Ring Method, 1999. 
[16] IEEE 62, Guide for Diagnostic Field Testing of 
Electric Power Apparatus – Part 1: Oil-filled 
Power Transformers, Regulators and Reactors, 
1995. 
Proceedings of the 6th WSEAS Int. Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases, Corfu Island, Greece, February 16-19, 2007 57

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