Power system stabilizer based on inverse dynamics using an artificial neural network

International Journal of Electrical Power and Energy Systems

Volumn 18, Issue 5, 1996, Pages 297-305

  Park, Y M ^a   Hyun, S H ^a   Lee, J H ^a  

^a Seoul National University   (South Korea)

Author keywords

Dynamic stability; Short term system dynamics

Indexed keywords

CONTROL EQUIPMENT; FEEDBACK CONTROL; NEURAL NETWORKS; ROBUSTNESS (CONTROL SYSTEMS); SYSTEM STABILITY;

INVERSE DYNAMICS; STABILIZER;

ELECTRIC POWER SYSTEMS;

EID: 0030173688     PISSN: 01420615     EISSN: None     Source Type: Journal    
DOI: 10.1016/0142-0615(95)00069-0     Document Type: Article

References (14)

1. Marpak, D R 'Artificial Neural Networks and Their Application to Power System,' IEEE Int'l Conference on APSCOM-91 Hong Kong (1991) pp. 5-8
2. Hsu, Y Y and Chen, C R 'Tuning of Power System Stabilizers Using an Artificial Neural Network,' IEEE Trans. on Energy Conversion, Vol. 6 (1991)
3. Wu, Q H, Hogg, B W and Irwin, G W 'A Neural Network Regulator for Turbogenerators,' IEEE Trans. on PWRS, Vol. 7, No. 3 (1992) pp. 95-100
4. Park, Y M, Choi, M S and Lee, K Y 'A Decentralized Regulating Architecture for Power System Stabilizing Control Using Multilayer Feedforward Neural Networks,' Proc. of ISAP Montpellier, France (Sept. 1994)
5. Kennedy, D C and Quintana, V H 'Neural Network Regulators for Synchronous Machines,' Proc. of IFAC World Congress Vol. 5 (1993) pp. 131-136
6. Zhang, Y, Malik, O P, Hope, G S and Chen, G P 'Application of Inverse Input/Output Mapped ANN as a Power System Stabilizer,' IEEE Trans. on Energy Conversion Vol. 9 No. 3 (1994) pp. 433-441
7. Park, Y M, Hyun, S H and Lee, J H 'Application of Neuro Inverse Controller to Power System Stabilizer for a Multimachine Power System,' International Journal of Engineering Intelligent Systems, to be published
8. Cheng, S J, Chow, Y S, Malik, O P and Hope, G S 'An Adaptive Synchronous Machine Stabilizer', IEEE Trans. on PWRS, Vol. 1, No. 3 (1986) pp. 101-109
9. Ghadakly, A A and Dai, J J 'An Adaptive Synchronous Generator Stabilizer Design by Generalized Multivariable Pole Shifting Technique', IEEE Trans. on PWRS Vol. 7, No. 3 (1992) pp. 1239-1244
10. Hecht-Nielsen, R Neurocomputing, Addison Wesley (1989)
11. Luenberger, DG Linear and Nonlinear Programming, Addison Wesley (1984)
12. Hertz, J, Krogh, A and Palmer, R G Introduction to the Theory of Neural Computation, Santa Fe Institute, Addison Wesley (1991)
13. Nguyen, D and Widrow, B 'The Truck Backer-Upper: An Example of Self-Learning in Neural Networks,' IEEE Control System Magazine (1990)
14. Yu, Y N Electric Power System Dynamics, Academic Press (1983)