Hopfield neural networks for optimal scheduling of fixed head hydrothermal power systems

Electric Power Systems Research

Volumn 64, Issue 1, 2003, Pages 11-15

  Basu, Mousumi ^a  

^a JADAVPUR UNIVERSITY   (India)

Author keywords

Energy function; Fixed head; Hopfield model; Hydrothermal dispatch; Sigmoidal function

Indexed keywords

CONSTRAINT THEORY; DYNAMIC PROGRAMMING; HYDROELECTRIC POWER PLANTS; INTEGER PROGRAMMING; NEURAL NETWORKS;

HYDROTHERMAL POWER SYSTEMS;

ELECTRIC POWER SYSTEMS;

EID: 0037210636     PISSN: 03787796     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0378-7796(02)00118-9     Document Type: Article

References (6)

1. Zaghlool M.F., Trutt F.C. Efficient methods for optimal scheduling of fixed head hydrothermal power systems. IEEE Transactions on Power Systems. 3:(1):1988.
2. O. Nilsson, D. Sjelvgren, 'Mixed-integer programming applied to short-term planning of a hydro-thermal system', Proceedings of the 1995, IEEE PICA, Salt Lake City, UT, USA, May 1995 158-163.
3. L. Engles, R.E. Larson, J. Peschon, K.N. Stanton, 'Dynamic programming applied to hydro and thermal generation scheduling', in: IEEE tutorial course text, 76CH1107-2-PWR, IEEE, New York, 1976.
4. K.P. Wong Y.W. Wong, 'Short-term hydrothermal scheduling, part 1: simulated annealing approach', IEE Proceedings-C 141 (1994) 497-501.
5. Park J.H., Kim Y.S., Eom I.K., Lee K.Y. Economic load dispatch for piecewise quadratic cost function using hopfield neural networks. IEEE Transactions on Power Systems. 8:(3):1993;1030-1038.
6. King T.D., El-Hawary M.E., El-Hawary F. Optimal environmental dispatching of electric power system via an improved hopfield neural network model. IEEE Transactions on Power Systems. 1:(3):1995;1559-1565.