A neural network-based approach for on-line dynamic stability assessment using synchronizing and damping torque coefficients

Electric Power Systems Research

Volumn 39, Issue 2, 1996, Pages 103-110

  Abu Al Feilat, E ^a   Bettayeb, M ^a   Al Duwaish, H ^a   Abido, M ^a   Mantawy, A ^a  

^a KING FAHD UNIVERSITY OF PETROLEUM AND MINERALS   (Saudi Arabia)

Author keywords

Dynamic stability; Low frequency electromechanical oscillations; Neural networks; On line assessment; Synchronizing and damping torques

Indexed keywords

BACKPROPAGATION; FEEDFORWARD NEURAL NETWORKS; OSCILLATIONS; SYSTEM STABILITY; TORQUE;

DAMPING TORQUES; ELECTROMECHANICAL OSCILLATIONS; ROTOR ANGLE; ROTOR SPEED; SYNCHRONIZING TORQUES;

ELECTRIC POWER SYSTEMS;

EID: 0030282805     PISSN: 03787796     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0378-7796(96)01099-1     Document Type: Article

References (42)

1. L. Rouco and I.J. Pereze-Arriaga, Multi-area analysis of small signal stability in large electric power systems by SMA, IEEE Trans. Power Syst., PWRS-8 (3) (1993) 1257-1265.
2. G. Gross, C.F. Imparato and P.M. Look, A tool for the comprehensive analysis of power system dynamic stability, IEEE Trans. Power Appar. Syst., PAS-101 (1) (1982) 226-234.
3. R.T. Byerly, R.J. Bennon and D.E. Sherman, Eigenvalue analysis of synchronizing power flow oscillations in large electric power systems, IEEE Trans. Power Appar. Syst., PAS-101 (1) (1982) 235-243.
4. Y.-Y. Hsu, S.-W. Shue and C.-C. Sue, Low-frequency oscillations in longitudinal power system: experience with dynamic stability of Taiwan power system, IEEE Trans. Power Syst., PWRS-2 (1) (1987) 92-100.
5. M. Klein, G.J. Rogers and P. Kundur, A fundamental study of inter-area oscillations in power systems, IEEE Trans. Power Syst., PWRS-6 (3) (1991) 914-921.
6. C. Concordia, Synchronous machine damping and synchronizing torques, AIEE Trans., PAS-70 (1951) 731-737.
7. F.P. de Mello and C. Concordia, Concepts of synchronous machine stability as affected by excitation control, IEEE Trans. Power Appar. Syst., PAS-87 (1968) 835-844.
8. R.V. Shepherd, Synchronizing and damping torque coefficients of synchronous machines, AIEE Trans., PAS-80 (1961) 180-189.
9. D.P. Sen Gupta, N.V. Balasubramanian and J.W. Lynn, Synchronizing and damping torques in synchronous machines, Proc. IEE, 114 (1967) 1451-1457.
10. S.E.M. de Oliveria, Effect of excitation systems and of power system stabilizers on synchronous generator damping and synchronizing torques, IEE Proc. C, 136 (5) (1989) 264-270.
11. S.E.M. de Oliveria, Synchronizing and damping torque coefficients and power system steady-state stability as affected by static VAR compensation, IEEE Trans. Power Syst., PWRS-9 (1) (1994) 109-119.
12. K.R. Padiyar and R.K. Varma, Damping torque analysis of static VAR system controllers, IEEE Trans. Power Syst., PWRS-6 (2) (1991) 458-465.
13. R.T.H. Alden and A.A. Shaltout, Analysis of damping and synchronizing torques - Part I: a general calculation method, IEEE Trans. Power Appar. Syst., PAS-98 (5) (1979) 1696-1700.
14. A.A. Shaltout and R.T.H. Alden, Analysis of damping and synchronizing torques - Part II: effect of operating conditions and machine parameters, IEEE Trans. Power Appar. Syst., PAS-98 (5) (1979) 1701-1708.
15. S.M. Osheba and F.M. Abdel-Kader, Dynamic performance analysis of reluctance motors using damping and synchronizing torques, IEE Proc. B, 137 (4) (1990) 231-238.
16. F.M. Abdel-Kader and S.M. Osheba, Performance analysis of permanent magnet synchronous motors - Part I: dynamic performance, IEEE Trans. Energy Conversion, 5 (2) (1990) 366-373.
17. S.M. Osheba and F.M. Abdel-Kader, Performance analysis of permanent magnet synchronous motors - Part II: operation from variable source and transient characteristics, IEEE Trans. Energy Conversion, 6 (1) (1991) 83-89.
18. A.A. Shaltout and E.A. Abu-Al-Feilat, Damping and synchronizing torque computation in multimachine power systems, IEEE Trans. Power Syst., PWRS-7 (1) (1992) 280-286.
19. A.A. Shaltout and E.A. Abu-Al-Feilat, Damping and synchronizing torques of closely coupled generators, Electr. Power Syst. Res., 26 (3) (1993) 195-202.
20. J. Matsuki and T. Okada, On-line calculation of synchronizing and damping torque coefficients of a synchronous generator, Proc. 5th Int. Conf. Electric Machines and Drives, London, UK, Sept. 1991, pp. 316-320.
21. J. Matsuki, T. Okada, Y. Fushimi and S. Hanada, A microprocessor-based monitoring and control system for power system stability, Proc. IFAC Control of Power Plants and Power Systems, Munich, Germany, 1992, pp. 409-414.
22. D.J. Sobajic and Y.H. Pao, Artificial neural-net based dynamic security assessment for electric power systems, IEEE Trans. Power Syst., PWRS-4 (1) (1989) 220-228.
23. M.E. Aggoune, L.E. Atlas, D.A. Cohn, M.J. Damborg, M.E. Al-Sharkawi and R.J. Marks II, Artificial neural networks for power system static security assessment, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS), Portland, OR, USA, 1989, pp. 490-494.
24. E.H. Hobson and G. N. Allen, Effectiveness of artificial neural networks for first swing stability determination of practical systems, IEEE Trans. Power Syst., PWRS-9 (2) (1994) 1062-1068.
25. Y.Y. Hsu and C.C. Yang, Design of artificial neural network for short term load forecasting, Part II: multilayer feed forward networks for peak load and valley load forecasting, IEE Proc. C, 138 (5) (1991) 414-418.
26. D.C. Park, M.A. El-Sharkawi, R.J. Marks II, L.E. Atlas and M.J. Damborg, Electric load forecasting using an artificial neural network, IEEE Trans. Power Syst., PWRS-6 (1991) 442-449.
27. R.K. Hartana and G.G. Richards, Harmonic source monitoring and identification using neural networks, IEEE Trans. Power Syst., PWRS-5 (4) (1990) 1098-1104.
28. H. Mori, K. Itou, H. Uematsu and S. Tsuzuki, An artificial neural-net based method for predicting power system voltage harmonics, IEEE Trans. Power Del., 7 (1) (1992) 402-409.
29. A. Cichocki and T. Łobos, Adaptive analogue network for real-time estimation of basic waveforms of voltages and currents, IEE Proc. C, 139 (4) (1992) 343-350.
30. S. Ebron, D.L. Lubkeman and M. White, A neural network approach to the detection of incipient faults on power distribution feeders, IEEE Trans. Power Del., 5 (2) (1990) 905-914.
31. N. Kandil, V.K. Sood, K. Khorasani and R.V. Patel, Fault identification in an AC-DC transmission system using neural networks, IEEE Trans. Power Syst., PWRS-7 (2) (1992) 812-819.
32. E.H.P. Chan, Application of neural-network computing in intelligent alarm processing, Proc. IEEE PICA Conf., Seattle, WA, USA, 1989, pp. 246-251.
33. N.I. Santoso and O.T. Tan, A neural network based real-time control of capacitors installed on distribution systems, IEEE Trans. Power Del., 5 (1) (1990) 266-272.
34. M.Y. Chow and R.J. Thomas, Neural network synchronous machine modeling, Proc. IEEE Int. Symp. Circuits and Systems, Portland, OR, USA, 1989, pp. 495-498.
35. B. Jeyasurya, Artificial neural networks for power system steady-state voltage instability evaluation, Electr. Power Syst. Res., 29 (1994) 85-90.
36. D. Salatino, R. Sbrizzai, M. Trovato and M. La Scala, On-line voltage stability assessment of load centers by using neural networks, Electr. Power Syst. Res., 32 (1995) 165-173.
37. H. Mori, An artificial neural-net based method for estimating power system dynamic stability, Proc. 1st Int. Forum on Application of Neural Networks to Power Systems, Seattle, WA, USA, 1991, pp. 129-133.
38. Y.Y. Hsu, C.R. Chen and C.C. Su, Analysis of electromechanical modes using an artificial neural network, IEE Proc. C, 141 (3) (1994) 198-204.
39. Y.Y. Hsu and C.R. Chen, Tuning of power system stabilizers using an artificial neural network, IEEE Trans. Energy Conversion, 6 (4) (1991) 612-619.
40. Y. Zhang, G.P. Chen, O.P. Malik and G.S. Hope, An artificial neural network based adaptive power system stabilizer, IEEE Trans. Energy Conversion, 8 (1) (1993) 71-77.
41. R.P. Lippman, An introduction to computing with neural nets, IEEE ASSP Mag., April (1987) 4-22.
42. D.E. Rumelhart, G.E. Williams and R.J. Williams, Learning internal representation by error propagation, in Parallel-Distributed Processing, Vol. 1, MIT Press, Cambridge, MA, 1986, pp. 318-362.