Augmented hopfield network for unit commitment and economic dispatch

IEEE Transactions on Power Systems

Volumn 12, Issue 4, 1997, Pages 1765-1774

  Walsh, M P ^a   O'Malley, M J ^a  

^a UNIVERSITY COLLEGE DUBLIN   (Ireland)

Author keywords

[No Author keywords available]

Indexed keywords

COSTS; ECONOMICS; ELECTRIC POWER SYSTEMS; FUNCTIONS; MATHEMATICAL MODELS; NEURAL NETWORKS; PROBLEM SOLVING;

COST FUNCTION; ECONOMIC DISPATCH; ENERGY FUNCTION; HOPFIELD NETWORK; LAGRANGIAN RELAXATION TECHNIQUE;

ELECTRIC POWER TRANSMISSION NETWORKS;

EID: 0031272594     PISSN: 08858950     EISSN: None     Source Type: Journal    
DOI: 10.1109/59.627889     Document Type: Article

References (15)

1. G. B. Sheble and G. N. Fahd "Unit Commitment Literature synopsis" IEEE Transactions on Power Systems Vol. 9 No. 1 February 1994 pp. 128-135.
2. A.J. Wood and B.F. Wollenberg Power Generation Operation and Control Second Edition Wiley 1996.
3. J. J. Hopfield and D. W. Tank "Neural computation of decisions in optimisation problems" Biological Cybernetics Vol. 52 1985 pp. 141-152.
4. N M Nasrabadi and C.Y. Choo "Hopfield Network for Stereo vision correspondence" IEEE Transactions on neural networks Vol. 3 No. 1 January 1992 pp. 5-13.
5. N. Ansari E. Hou and Y. Yu "A new method to optimise the satellite broadcasting schedules using the mean field annealing of a Hopfield neural network" IEEE Transactions on neural networks Vol. 6 No. 2 March 1995 pp. 470-483.
6. H. Sasaki M. Watanabe and R. Yokoyama "A solution method of unit commitment by artificial neural networks" IEEE Transactions on Power Systems Vol. 7 No. 3 August 1992 pp. 974-981.
7. J. H. Park Y. S. Kim I. K. Horn and K. Y. Lee "Economie load dispatch for piecewise quadratic cost function using Hopfield neural network" IEEE Transactions on Power Systems Vol. 8 No. 3 August 1993 pp. 1030-1038.
8. T. D. King M. E. El-Hawary and F. El-Hawary "Optimal environmental dispatching of electric power systems via an improved Hopfield neural network model" IEEE Transactions on Power Systems Vol. 10 No. 3 August 1995 pp. 1559-1565.
9. J J. Hopfield "Neural networks and physical systems with emergent collective computational abilities" Proceedings of the National Academy of Science USA Vol. 79 1982 pp. 2554-2558.
10. J. J. Hopfield "Neurons with graded response have collective computational properties like those of two state neurons" Proceedings of the National Academy of Science USA Vol. 81 May 1984 pp. 3088-3092.
11. M. P. Kennedy and L. O. Chua "Unifying the Tank and Hopfield Linear Programming Circuit and the Canonical Non-linear Programming Circuit of Chua and Lin" IEEE Transactions on Circuits and Systems Vol. CAS-34 No. 2 February 1987 pp. 210-214.
12. A. Merlin and P. Sandrin "A new method for Unit Commitment at Electricité de France" IEEE Transactions on Power Apparatus and Systems Vol. PAS102 No. 5 May 1983 pp. 1218-1225.
13. P. B. Watta and M. H. Hassoun "A coupled gradient approach for static and temporal Mixed Integer Optimization" IEEE Transactions on Neural Networks Vol. 7 No. 3 May 1996 pp 578-593.
14. R. Romano V. H. Quintana R. Lopez and V Valadez "Constrained Economic dispatch of Multi-area systems using the Danzig-Wolfe Decomposition Principle" IEEE Transactions on Power Apparatus and Systems Vol. PAS100 No. 4 April 1981 pp. 2127-2137.
15. P. E. Gill W. Murray and M. H. Wright Practical Optimization London Academic Press 1993.