Hopfield neural network approach to the solution of economic dispatch and unit commitment

Proceedings of International Conference on Intelligent Sensing and Information Processing, ICISIP 2004

Volumn , Issue , 2004, Pages 311-316

  Valsan, Simi P ^a   Swarup, K S ^b  

^a SASTRA UNIVERSITY   (India)

^b INDIAN INSTITUTE OF TECHNOLOGY MADRAS   (India)

Author keywords

Economic Dispatch; Hopfield Neural Networks; Optimisation; Unit Commitment

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; COSTS; ECONOMIC AND SOCIAL EFFECTS; ELECTRIC POWER SYSTEMS; OPTIMIZATION; PROBLEM SOLVING; SCHEDULING;

ECONOMIC DISPATCH; HOPFIELD NEURAL NETWORKS; UNIT COMMITMENT;

NEURAL NETWORKS;

EID: 1942471769     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. Wood, A. J. and Wollenburg, B. F., Power Generation, Operation and Control, John Wiley & Sons, 1984.
2. Hopfield, J.J and Tank, D.W. (1986), Simple "Neural" Optimisation Networks: An A/D converter, Signal Decision Circuit and a Linear Programming Circuit, IEEE Transactions on Circuits and Systems, 33, 533-541.
3. Cohen, A. I. and Sherkat, V. R. (1987), Optimisation - Based Methods for Operations Scheduling, Proceedings of the IEEE, 75, 1574 1591.
4. Zurada, J. M., Introduction to Artificial Neural systems, West Publishing Company, 1992, 254 - 276.
5. Sasaki, H., Watanabe, M. and Yokoyama, R. (1992), A Solution Method of Unit Commitment by Artificial Neural Networks, IEEE Transactions on Power Systems, 7, 974 - 981.
6. Hopfield J.J. (1984), Neurons with graded response have collective computational properties like those of two stage neuron, Proceedings of National Academy of Science, USA, 81, 3088-3092.
7. Walsh, M. P. and O'Malley, M. J. (1997), Augmented Hopfield Network for Unit Commitment and Economic Dispatch, IEEE Transactions on Power Systems, 12, 1765 - 1774.
8. Swarup, K.S. and Yamshiro, S. (1999), Artificial Neural Network Approach to Economic Dispatch, Fanatic - 99, REC., Warrangal, 28 - 36.
9. Shelbe, G.B. and Fahd,G.N. (1994), Unit Commitment Literature Synopsis, IEEE Transations on Power Systems, 9, 128 - 135.
10. Park, J.H., Kim, Y.S., Eom, I.K. and Lee, KY. (1993), Economic Load Dispatch for Piecewise quadratic Cost Function using Hopfield neural Network, IEEE Transactions on Power Systems, 8, 1030-1038.
11. Lauer, G.S., Bertsekas, D.P., Sandell, N.R. and Posbergh, T.A. (1982), A Solution of Large - Scale Optimal Unit Commitment Problems, IEEE Transactions on Power Apparatus and Systems, 101, 79 - 86.
12. Wang, C. and Shahidehpour, S.M. (1993), Effects of Ramp - rate limits on Unit Commitment and Economic Dispatch, IEEE Transactions on Power Systems, 8, 1341 - 1348.