Improved modelling of power transformer winding using bacterial swarming algorithm and frequency response analysis

Electric Power Systems Research

Volumn 80, Issue 9, 2010, Pages 1111-1120

  Shintemirov, A ^a   Tang, W J ^a   Tang, W H ^a   Wu, Q H ^a  

^a UNIVERSITY OF LIVERPOOL   (United Kingdom)

Author keywords

Bacterial swarming algorithm; Frequency response analysis; Mathematical model; Parameter identification; Transformer winding

Indexed keywords

ELECTRIC WINDINGS; FREQUENCY RESPONSE; GENETIC ALGORITHMS; IDENTIFICATION (CONTROL SYSTEMS); MATHEMATICAL MODELS; POWER TRANSFORMERS; TRANSFORMER WINDINGS; WINDING;

ANALYTICAL CALCULATION; BACTERIAL FORAGING; FREQUENCY RESPONSE ANALYSES (FRA); FREQUENCY RESPONSE ANALYSIS; LUMPED PARAMETER MODELING; MODEL PARAMETERS IDENTIFICATIONS; MODEL-BASED IDENTIFICATION; SEARCH SPACES;

PARAMETER ESTIMATION;

EID: 80054088181     PISSN: 03787796     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.epsr.2010.03.001     Document Type: Article

References (37)

1. S.A. Ryder, Diagnosing transformer faults using frequency responce analysis, IEEE Electrical Insulation Magazine 19 (2) (2003) 16-22.
2. S. K. Sahoo, L. Satish, Discriminating changes introduced in the model for the winding of a transformer based on measurements, Electric Power System Research, doi:10.1016/j.epsr.2006.07.007.
3. E.P. Dick, C.C. Erven, Transformer diagnostic testing by frequency responce analysis, IEEE Transactions on Power Apparatus and Systems 1 (6) (1978) 2144-2153. (Pubitemid 9413502)
4. L. Xiaowei, S. Qiang, Test research on power transformer winding deformation by FRA method, in: Proceedings of 2001 IEEE International Symposium on Electrical Insulating Materials, 2001, pp. 837-840.
5. S.M. Islam, K.M. Coates, G. Ledwich, Identification of high frequency equivalent circuit using matlab from frequency domain data, in: Proceedings of the 32nd IAS Annual Meeting. Conference Record of the 1997 IEEE Industry Applications Conference, New Orleans, LA, 1997, pp. 357-364.
6. S.M. Islam, Detection of shorted turns and winding movements in large power transformers using frequency responce analysis, in: Proceedings of 2000 IEEE Power Engineering Society Winter Meeting, 2000, pp. 2233-2238.
7. F. de Leon, A. Semlyen, Efficient calculation of elementary parameters of transformers, IEEE Transactions on Power Delivery 7 (1) (1992) 420-428.
8. E. Rahimpour, J. Christian, K. Feser, Transfer function method to diagnose axial displacement and radial deformation of transformer windings, IEEE Transactions on Power Delivery 18 (2) (2003) 493-505.
9. N. Abeywickrama, Y.V. Serdyuk, S.M. Gubanski, Exploring possibilities for characterisation of power transfromer insulation by frequency response analysis (FRA), IEEE Transactions on Power Delivery 21 (3) (2006) 1375-1382. (Pubitemid 43983664)
10. N. Abeywickrama, Effect of dielectric and magnetic material characteristics on frequency response of power transformers, PhD Thesis, Chalmers University of Technology, Department of Materials and Manufacturing Technology, 2007.
11. M. Florkowski, J. Furgal, Detection of transformer winding deformations based on the transfer function-measurements and simulations, Measurement Science and Technology 14 (11) (2003) 1986-1992. (Pubitemid 37477347)
12. E. Bjerkan, H.H.P. Dick, C. Erven, High frequency FEM-based power transformer modeling: investigation of internal stresses due to network-initiated overvoltages, Electric Power System Research 77 (11) (2007) 1483-1489. (Pubitemid 47061499)
13. E. Bjerkan, High frequency modelling of power transformers: stresses and diagnostics, PhD Thesis, Norwegian University of Science and Technology, 2005.
14. J. Kennedy, R.C. Eberhart, Swarm Intelligence, Morgan Kaufmann Publishers, 2001.
15. D.E. Goldberg, Genetic Algorithms in Search, Optimization and Machine Learning, Addison-Wesley Longman, Inc, 1989.
16. W.H. Tang, S. He, Q.H. Wu, Z.J. Richardson, Winding deformation identification using a particle swarm optimiser with passive congregation for power transformers, International Journal of Innovations in Energy Systems and Power 1 (1) (2006) 8.
17. V. Rashtchi, E. Rahimpour, E. Rezapour, Using a genetic algorithm for parameter identification of transformer R-L-C-M model, Electrical Engineering 88 (5) (2006) 417-422. (Pubitemid 43814326)
18. D.B. Fogel, Evolutionary Computation, IEEE Press, New York, 1995.
19. K.M. Passino, Biomimicry of bacterial foraging strategy for distributed optimisation and control, IEEE Control Systems Magazine 22 (3) (2002) 52-67. (Pubitemid 34711477)
20. A. Shintemirov, W.H. Tang, Z. Lu, Q.H. Wu, Simplified transformer winding modelling and parameter identification using particle swarm optimiser with passive congregation, in: Applications of Evolutinary Computing, vol. 4448 of Lecture Notes in Computer Science, Springer-Verlag, Berlin, 2007, pp. 145-152. (Pubitemid 47290069)
21. W.J. Tang, Q.H. Wu, J.R. Saunders, A bacterial swarming algorithm for global optimization, in: Proceedings of the IEEE Congress for Evolutionary Computation (CEC 2007), Singapore, 2007.
22. W.J. Tang, Q.H. Wu, J.R. Saunders, A novel model for bacterial foraging in varying environments, in: Computational Science and Its Applications, vol. 3980 of Lecture Notes in Computer Science, Springer-Verlag, Berlin, 2006, pp. 556-565. (Pubitemid 44058314)
23. A. Shintemirov, W.H. Tang, Q.H. Wu,Modeling of a power transformer winding for deformation detection based on frequency response analysis, 5-506-5-510, in: Proceedings of the 26th Chinese Control Conference (CCC2007), Zhangjiajie, Hunan, China, 2007.
24. A. Shintemirov, W.H. Tang, Q.H.Wu,Ahybrid winding model of disc-typepower transformers for frequency response analysis, IEEE Transactions on Power Delivery 24 (2) (2009) 730-739.
25. J.A.S.B. Jayasinghe, Z.D. Wang, P.N. Jarman, A.W. Darwin, Investigations on sensivity of FRA technique in diagnostic of transformer winding deformations, in: IEEE International Symposium on Electrical Insulation, Indianapolis, USA, 2004, pp. 496-499. (Pubitemid 40339309)
26. Y. Shibuya, S. Fujita, N. Nosokawa, Analysis of very fast transient overvoltage in transformer windings, in: IEE Proceedings-Generation, Transmission and Distribution, Vol. 144, 1997, pp. 461-468.
27. H. Sun, G. Liang, X. Zhang, X. Cui, Modeling of transformer windings under very fast transient overvoltages, IEEE Transactions on Electromagnetic Compatibility 48 (4) (2006) 621-627. (Pubitemid 46417181)
28. M. Popov, L. van der Sluis, R.P.P. Smeets, J.L. Roldan, Analysis of very fast transients in layer-type transformer windings, IEEE Transactions on Power Delivery 22 (1) (2007) 238-247. (Pubitemid 46562665)
29. E. Rahimpour, J. Christian, K. Feser, H. Mohseni, Modellierung der Transformatorwicklung zur Berechnung der Übertragungsfunktion für die Diagnose von Transformatoren, Elektrie 54 (1) (2000) 18-30.
30. R.M.D. Vecchio, B. Poulin, R. Ahuja, Calculation and measurement of winding disk capacitances with wound-in-shields, IEEE Transactions on Power Delivery 13 (2) (1998) 503-509. (Pubitemid 128741510)
31. D.J. Wilcox, M. Conlon, W. Hurley, Calculation of self and mutual impedances for coils on ferromagnetic cores, in: IEE Proceedings-Science, Measurement and Technology 135 (7), 1988, pp. 470-476.
32. D.J. Wilcox, W.G. Hurley, M. Conlon, Calculation of self and mutual impedances between sections of transformer windings, in: IEE Proceedings-Generation, Transmission and Distribution 136 (5), 1989, pp. 308-314.
33. P.J. Dowell, Effects of eddy currents in transformer windings, in: IEE Proceedings 113 (8), 1966, pp. 1387-1394.
34. K.M. Passino, Biomimicry for Optimization, Control, and Automation, Springer, 2004.
35. W.J. Tang, M.S. Li, Q.H. Wu, J.R. Saunders, Bacterial foraging algorithm for optimal power flow in dynamic environments, IEEE Transactions on Circuits and Systems I 55 (8) (2008) 2433-2442.
36. T.K. Das, G.K. Venayagamoorthy, U.O. Aliyu, Bio-inspired algorithms for the design of multiple optimal power system stabilizers: SPPSO and BFA, IEEE Transactions on Industry Applications 44 (5) (2008) 1445-1457.
37. Genetic Algorithm and Direct Search Toolbox User's Guide for use with MATLAB, 2nd edition, The MathWorks, Inc., 2005.