A systematic stochastic petri net based methodology for transformer fault diagnosis and repair actions

Journal of Intelligent and Robotic Systems: Theory and Applications

Volumn 45, Issue 2, 2006, Pages 181-201

  Georgilakis, P S ^a   Katsigiannis, J A ^a   Valavanis, K P ^b   Souflaris, A T ^c  

^a TECHNICAL UNIVERSITY OF CRETE   (Greece)

^b University of South Florida   (United States)

^c Elvim Plant ^*  (Greece)

Author keywords

Power system reliability; Stochastic petri nets; Transformer fault diagnosis

Indexed keywords

COMPUTER SIMULATION; ELECTRIC FAULT LOCATION; ELECTRIC POWER SYSTEMS; ELECTRIC TRANSFORMERS; RELAY PROTECTION; REPAIR; SAFETY DEVICES; STOCHASTIC CONTROL SYSTEMS; THERMOMETERS;

POWER SYSTEM RELIABILITY; SAFETY DETECTOR; STOCHASTIC PETRI NETS; TRANSFORMER FAULT DIAGNOSIS;

PETRI NETS;

EID: 33745213607     PISSN: 09210296     EISSN: 15730409     Source Type: Journal    
DOI: 10.1007/s10846-006-9033-9     Document Type: Article

References (40)

1. Georgilakis, P.S., Doulamis, N.D., Doulamis, A.D., Hatziargyriou, N.D., Kollias, S.D.: A novel iron loss reduction technique for distribution transformers based on a combined genetic algorithm-neural network approach. IEEE Trans. Syst. Man Cybern. Part C, Applications and Reviews 31(1), 16-34 (Feb. 2001)
2. Fulchiron, D.; Protection of MV/LV Substation Transformers. Grenoble: Schneider Electric, Direction Scientifique et Technique, Service Communication Technique, Cahier Technique no 192, 1998
3. Benglsson, C.: Status and trends in transformer monitoring. IEEE Trans. Power Deliv. 11(3), 1379-1384 (July 1996)
4. Pugh, P.S., Wagner, H.H.: Detection of incipient faults in transformer by gas analysis. AIEE Transaction 80, 189-195 (1961)
5. Kelly, J.J.: Transformer fault diagnosis by dissolved gas analysis. IEEE Trans. Ind. Appl. 16(6). 777-782 (1980)
6. Oommen, T.V., et al.: Analysis of furanic compounds from cellulose aging by GC-MS, and attempts to correlate with degree of polymerization. CIGRE Berlin Symposium, Paper 110-2, Apr. 1993
7. Eriksson, T., Leijon, M., Bengtsson, C.: PD on-line monitoring of power transformers. IEEE Stockholm Power Tech (1995)
8. Hanique, E., Reijnders, H., Vaessen, P.: Frequency response analysis as a diagnostic tool. Elektrotechniek 68, 549 (1990)
9. Ildstad, E., Gäfvert, U., Thärning, P.: Relation between return voltage and other methods for measurement of dielectric response. IEEE Int. Symposium on Electrical Insulation. June 1994
10. Wang, Z., Liu, Y., Griffin, P.J.: A combined ANN and expert system tool for transformer fault diagnosis. IEEE Trans. Power Deliv. 13(4), 1224-1229 (Oct. 1998)
11. Zhang, Y., Ding, X., Liu, Y., Griffin, P.J.: An artificial neural network approach to transformer fault diagnosis. IEEE Trans. Power Deliv. 11(4), 1836-1841 (Oct. 1996)
12. Lin, C.E., Ling. J.M., Huang, C.L.: An expert system for transformer fault diagnosis using dissolved gas analysis. IEEE Trans. Power Deliv. 8(1), (Jan. 1993)
13. Tomsovic, K., Tapper, M., Ingvarsson, T.: A fuzzy information approach to integrating different transformer diagnostic methods. IEEE Trans. Power Deliv. 8(3), (July 1993)
14. Farag, A.S., Mohandes, M., Al-Shaikh, A.: Diagnosing failed distribution transformers using neural networks. IEEE Trans. Power Deliv. 16(4), 631-636 (Oct. 2001)
15. Peterson, J.L.: Petri Net Theory and the Modeling of Systems. Prentice-Hall, Engelwood Cliffs, NJ (1981)
16. Desrochers, A.A., Al-Jaar, R: Applications of Petri Nets in Manufacturing Systems - Modeling, Control and Performance Analysis. IEEE (1995)
17. Murata, T.: Petri Nets: Properties, analysis and applications. Proceedings of the IEEE. 77(4). 541-580 (Apr. 1989)
18. Torn, Petri nets - Calculating invariants [Online]. Available: www.abo.fi/~atorn/Petri/P53.html
19. Martinez, J., Silva, M.: A simple and fast algorithm to obtain all invariants of generalized Petri Net. Application and Theory of Petri Nets, vol. 52, pp. 301-311. Springer, Berlin Heidelberg New York (1982)
20. Mellado, E.L.: Analysis of discrete event systems by simulation of timed Petri Net models. Math. Comput. Simul. 61, 53-59 (2002)
21. Zuberek, W.: Timed Petri Nets in modeling and analysis of cluster tools. IEEE Trans. Robot. Autom. 17(5), 562-575 (Oct. 2001)
22. Moloy, M.K.: Performance analysis using stochastic Petri Nets. IEEE Trans. Comput. C-31. 913-917 (Sept. 1987)
23. Valavanis, K.P.: On the hierarchical modeling analysis and simulation of flexible manufacturing systems with extended Petri Nets. IEEE Trans. Syst. Man Cybern. 20(1), 94-110 (Jan.-Feb. 1990)
24. Moody, J., Antsaklis, P.: Supervisory Control of Discrete Event Systems Using Petri Nets. Kluwer (1998)
25. Gu, T., Bahri, P.: A survey of Petri Net applications in batch processes. Comput. Ind. 47, 99-111 (2002)
26. Tsinarakis, G.J., Valavanis, K.P.: Modular hybrid Petri Nets for studying multi-operational production systems where parts follow multiple alternative processes. Proc. IEEE ICRA 2004, New Orleans. Los Angeles (April 2004)
27. Sun, J., Qin, S.Y., Song, Y.H.: Fault diagnosis of electric power systems based on fuzzy Petri Nets. IEEE Trans. Power Systems 19(4), 2053-2059 (Nov. 2004)
28. Fountas, N.A., Hatziargyriou, N.D., Valavanis, K.P.: Hierarchical time-extended Petri Nets as a generic tool for power system restoration. IEEE Trans. Power Syst. 12(2), 837-843 (May 1997)
29. Wu, J.S., Liu, C.C., Liou, K.L., Chu, R.F.: A Petri Net algorithm for scheduling of generic restoration actions. IEEE Trans. Power Syst. 12(1), 69-76 (Feb. 1997)
30. Chen, C.S., Lin, C.H., Tsai, H.Y.: A rule-based expert system with colored Petri Net models for distribution system service restoration. IEEE Trans. Power Syst. 17(4), 1073-1080 (Nov. 2002)
31. Ke, Y.L., Chen, C.S., Kang, M.S., Wu, J.S., Lee, T.E.: Power distribution system switching operation scheduling for load balancing by using colored Petri Nets. IEEE Trans. Power Syst. 19(1), 629-635 (Feb. 2004)
32. Wu, J.S.: A Petri-Net algorithm for multiple contingencies of distribution system operation. IEEE Trans. Power Syst. 13(3), 1164-1171 (Aug. 1998)
33. Chen, C.S., Ke, Y.L., Wu, J.S., Kang, M.S.: Application of Petri Nets to solve distribution system contingency by considering customer load patterns. IEEE Trans. Power Syst. 17(2), 417-423 (May 2002)
34. Pinto de Sa, J.L., Paiva, J.P.S.: Design and verification of concurrent switching sequences with Petri Nets. IEEE Trans. Power Deliv. 5(4), 1766-1772 (Oct. 1990)
35. Pinto de Sa, J.L., Paiva, J.P.S.: A multitasking software architecture to implement concurrent switching sequences designed with Petri Nets. IEEE Trans. Power Deliv. 6(3), 1058-1064 (July 1991)
36. Brand, K.P., Kopainsky, J.: Systematic design of automation, protection, and control in substations. IEEE Trans. PAS 103(9), (Sep. 1984)
37. Pinto de Sa, J.L., Damasio, J.: Coordination of automatic control functions in transmission substations using Petri Nets. IEEE Trans. Power Deliv. 7(1), 262-268 (Jan. 1992)
38. Yang, C.L., Yokoyama, A., Sekine, Y.: Fault section estimation of power system using colored and timed Petri Nets. In: Proc. Expert Systems Applications to Power Systems, Australia, pp. 321-326 (Jan.1993)
39. Salchfar, H., Rodick, R.: A new and fast electric power generating system reliability evaluation model using Petri Nets. Int. Journal of Reliability, Quality and Safety Engineering 1(4), 459-473 (1994)
40. Anschuetz Henryk HPSIM, http://www.winpesim.de/petrinet/e/hpsim_e.htm