Mathematical model for predicting the state of health of transformers and service methodology for enhancing their life

International Journal of Electrical Power and Energy Systems

Volumn 43, Issue 1, 2012, Pages 1487-1494

  Chatterjee, Anjali ^a   Bhattacharjee, Partha ^a   Roy, Nirmal Kumar ^b  

^a CSIR CENTRAL MECHANICAL ENGINEERING RESEARCH INSTITUTE   (India)

^b NATIONAL INSTITUTE OF TECHNOLOGY   (India)

Author keywords

Dissolve gas analysis; Leaky bucket; Markov model; Oil buffer capacity; Related proportional concentration

Indexed keywords

ANALYSIS AND MODELING; BUFFER CAPACITY; DESIGN PARAMETERS; DISSOLVED GAS; GAS FILTRATION; GAS GENERATION; GAS REMOVAL; KEY PARAMETERS; LEAKY BUCKETS; LIFE EXPECTANCIES; LONG DURATION; MARKOV MODEL; SERVICE FREQUENCY; STATE OF HEALTH; STOCHASTIC CHARACTERISTIC;

FUEL FILTERS; GAS GENERATORS; GASES; MARKOV PROCESSES; MATHEMATICAL MODELS; OIL TANKS;

OIL FILLED TRANSFORMERS;

EID: 84864570521     PISSN: 01420615     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijepes.2012.07.026     Document Type: Article

References (36)

1. R.R. Rogers IEEE and IEC codes to interpret faults in transformers using gas in oil analysis IEEE Trans Electr Insul 13 1978 349 354
2. K. Spurgeon, W.H. Tang, Q.H. Wu, Z.J. Richardson, and G. Moss Evidential reasoning in dissolved gas analysis for power transformers IJIESP 2 2007 1 5
3. Dr.D.V.S.S. Siva Sarma, and G.N.S. Kalyani Application of AI techniques for non-destructive evaluation of power transformers using DGA IJIESP 2 2007 34 43
4. Anjali Chatterjee, and Nirmal Kumar Roy Health monitoring of power transformer by dissolved gas analysis using regression method and study the effect of filtration on oil WASET 35 2009 37 42
5. BoudewijnR Haverkort, E. Brinksma, H. Hermanns, and J.-P. Katoen Markovian models for performance and dependability evaluation 2001 Springer-Verlag Berlin Heidelberg p. 38-83
6. Liao Jianxin, Li Limin, and Sun Hairong Analysis of the leaky bucket processes for bursty sources in ATM networks J Electr (China) 14 1997 228 235
7. Syed Mofizul Islam, Tony Wu, and Gerard Ledwich A novel fuzzy logic approach to transformer fault diagnosis IEEE Trans Electr Insul 7 2000 177 186
8. S.H. Sim, and J. Endrenyl Optimal preventive maintenance with repair IEEE Trans Reliab 37 1988 92 96
9. M. Duval Dissolved gas analysis: it can save your transformer IEEE Electr Insul Mag 5 1989 22 27
10. Pandit C, Meyn S. Robust measurement-based admission control using Markov's theory of canonical distribution. Based upon work supported by National Science Foundation Award Nos. ECS 02 17836 and ITR 00-85929; 2006.
11. Xu Qingzhen, and Eunmi Choi Analytical analysis of RFID sensor network model IJCSNS 6 2006 37 43
12. P.K. Pollett Connecting reversible Markov processes Adv Appl Probab 18 1986 880 900
13. N.A. Muhammad, B.T. Phung, T.R. Blackburn, and K.X. Lai Comparative study and analysis of DGA methods for transformer mineral oil IEEE Xplore 2008 1301 1306 [978-9811-05-9423-7]
14. Anjali Chatterjee, and N.K. Roy Applying Grey theory prediction model on the DGA data of the transformer oil and using it for fault diagnosis WSEAS Trans Power Sys 4 2009 43 52
15. Debasis Mitra, and P.J. Weinberger Probabilistics models of database locking: solutions computational algorithms, and asymptotics ACM J 31 1984 855 878
16. M.A. Taghikhani, and A. Gholanie Prediction of hottest spot temperature in power transformer windings with non-directed and directed oil forced cooling Int J Electr Power Energy Sys 31 7 2009 356 364
17. Diego F. Garcia, Belen Garcia, and Juan Burgos Analysis of the influence of low frequency heating on transformer drying - Part I theoretical analysis Int J Electr Power Energy Sys 38 1 2012 84 89
18. O. Dzobo, C.T. Gaunt, and R. Herman Investigating the use of probability distribution functions in reliability worth analysis of electric power systems Int J Electr Power Energy Sys 37 1 2012 110 116
19. Mehdi Nafar, Taher Niknam, and Amirhossein Gheisari Using correlation coefficient for locating partial discharge in power transformer Int J Electr Power Energy Sys 33 3 2011 493 499
20. Borge Tilt, Solutions manual for Robert B. Cooper's introduction to Queueing theory, 2nd ed. Elsevier Science Publishing Co.,Inc. [ISSN 0-444-00379-7].
21. Boudewiin R. Haverkort, Markovian models for performance and Dependability evaluation. New York, USA: Springer-Verlag. [ISBN 3-540-42479-2].
22. W. Feller The strong law of large numbers an introduction to probability theory and its applications 3rd ed. 1968 Wiley New York
23. Sharma JK. Operations research theory and application, Copyright Macmillan India Ltd., [ISBN: 0333 93920-4; 2006].
24. A.M. Natarajan, and A. Tamilarasi Probability random process and queueing theory 2005 New age International publishers (formerly Wiley Eastern Ltd.)
25. Fredi Jakob. Dissolved gas analysis - past, present and future. Weidmann - ACTI Inc.
26. Periodic Oil filtration technologies. Working Paper No. 6; 2008.
27. Rous TO. Mineral insulating oil in transformer. IEEE electrical insulation magazine.
28. Zylka P, Mazurek B. Rapid dissolved gas analysis by means of electrochemical gas sensor. In: 14th international conference on dielectric liquids (ICDL); 2002. p. 325-28.
29. Rahmatollah Hooshmand, and Mahdi Banejad Application of fuzzy logic in fault diagnosis in transformers using dissolved gas based on different standards World Acad Sci Eng Technol 17 2006 157 161
30. Qian Suxiang Jiao Weidong, Hu Hongsheng, Yan Gongbiao. Transformer power fault diagnosis system design based on the HMM method. In; IEEE international conference on automation and logistics; 2007. P. 1077-82.
31. P. Bhattacharjee, and G. Sanyal Design and dimensioning if an edge router using Markov model Int J Commun Networks Distrib Sys 3 2009 146 158
32. Jyotishman Pathak, Yong Jiang, Vasant Honavar, James McCalley, Condition data aggregation with application to failure rate calculation of power transformers. In: Annual hawaii international conference on system sciences; 2006. P. 1-10.
33. IEC Guide to the interpretation of dissolved and free gases analysis. IEC Standards 60599; March 1999.
34. IEEE guide for the interpretation of gases generated in oil-immersed. IEEE Standards C57; 1991. p. 104.
35. CIGRE Brochure #296; 2006.
36. T.J. Haupert, and F. Jakob A review of the operating principles and practice of dissolved gas analysis 1998 ASTM International