Application of pattern search method to power system security constrained economic dispatch with non-smooth cost function

Electric Power Systems Research

Volumn 78, Issue 4, 2008, Pages 667-675

  Al Othman, A K ^a   El Naggar, K M ^a  

^a The Public Authority for Applied Education and Training   (Kuwait)

Author keywords

Direct search method; Optimization; Security constrained economic dispatch; Valve point effect and non smooth cost function

Indexed keywords

COST FUNCTIONS; ELECTRIC POWER SYSTEMS; OPTIMIZATION; PROBLEM SOLVING;

DIRECT SEARCH METHOD; SECURITY CONSTRAINED ECONOMIC DISPATCH; VALVE-POINT EFFECT AND NON-SMOOTH COST FUNCTION;

EVOLUTIONARY ALGORITHMS;

EID: 39449099316     PISSN: 03787796     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.epsr.2007.05.015     Document Type: Article

References (28)

1. Alder R.B. Security consideration economic dispatch with participation factors. IEEE Trans. Power Apparatus Syst. PAS-96 (1977)
2. Bui R.T., and Ghaderpanah S. Real power rescheduling and security assessment. IEEE Trans. Power Apparatus Syst. PAS-101 (1982) 2906-2915
3. EL-Sharkawy M., and Nieebur D. Artificial neural networks with application to power systems. IEEE Power Eng. Soc.: Tutorial Course (1996)
4. Yalcinoz T., and Short M.J. Neural networks approach for solving economic dispatch problem with transmission capacity constraints. IEEE Trans. Power Syst. 13 (1998) 307-313
5. R.K. Pancholi, K.S. Swarup, "Particle swarm optimization for security constrained economic dispatch," presented at International Conference on Intelligent Sensing and Information Processing (IEEE Cat. No. 04EX783), Chennai, India, 2004, pp. 7-12.
6. Youssef H.K., and El-Naggar K.M. Genetic based algorithm for security constrained power system economic dispatch. Electr. Power Syst. Res. 53 (2000) 47-51
7. Chen C.L., and Chen N. Direct search method for solving economic dispatch problem considering transmission capacity constraints. IEEE Trans. Power Syst. 16 (2001) 764-769
8. Hooke R., and Jeeves T.A. Direct search solution of numerical and statistical problems. J. Assoc. Comput. Mach. 8 (1961) 212-229
9. Lewis R.M., Torczon V., and Trosset M.W. Direct search methods: then and now. J. Comput. Appl. Math. 124 (2000) 191-207
10. Pang C.K., Prabhakara F.S., Abid A.H., and Koivo A.J. Security evaluation in power systems using pattern recognition. IEEE Trans. Power Apparatus Syst. (1974) 969-976
11. Mashhadi H. Pattern recognition technique for fast on-line security assessment of large interconnected power systems. IEEE Trans. Power Syst. (1983) 3816-3824
12. H.K. Youssef, M. El-Shibini, G.A. Hazaa, "Some new aspects in power system dynamic security using pattern recognition," presented at Second Middle East Power Conference, MEPCON-92, 1992, pp. 308-313.
13. H.K. Youssef, M. El-Shibini, G.A.W. Hazza, "Power system security with the consideration of economic dispatch," presented at the Mediterranean Electrotechnical Conference, MELECON, Antalya, Turkey, 1994, pp. 889-892.
14. Goldberg D.E. Genetic Algorithms in Search, Optimization, and Machine Learning (1989), Addison-Wesley, Reading, MA
15. Michalewicz Z. Genetic Algorithms + Data Structures = Evolution Programs (1996), Springer-Verlag, Berlin, New York 3rd rev. and extended ed.
16. Lewis R.M., and Torczon V. Pattern search algorithms for linearly constrained minimization. SIAM J. Optimiz. 10 (1999) 917-941
17. Lewis R.M., and Torczon V. Pattern search algorithms for bound constrained minimization. SIAM J. Optimiz. 9 (1999) 1082-1099
18. Lewis R.M., and Torczon V. A globally convergent augmented Lagrangian pattern search algorithm for optimization with general constraints and simple bounds. SIAM J. Optimiz. 12 (2001) 1075-1089
19. Torczon V. On the convergence of pattern search algorithms. SIAM J. Optimiz. 7 (1997) 1-25
20. Conn A.R., Gould N.I.M., and Toint P.L. A globally convergent augmented Lagrangian algorithm for optimization with general constraints and simple bounds. SIAM J. Numer. Anal. 28 (1991) 545-572
21. "Genetic Algorithm and Direct Search Toolbox for Use with Matlab User's Guide", 2 ed., The Math Works Inc.
22. Walters D.C., and Sheble G.B. Genetic algorithm solution of economic dispatch with valve point loading. IEEE Trans. Power Syst. 8 (1993) 1325-1332
23. Wood A.J., and Wollenberg B.F. Power Generation, Operation, and Control. 2nd ed. (1996), John Wiley & Sons, Chichester, New York
24. Victoire T.A.A., and Jeyakumar A.E. Hybrid PSO-SQP for economic dispatch with valve-point effect. Elect. Power Syst. Res. 71 (2004) 51-59
25. Victoire T.A.A., and Jeyakumar A.E. A modified hybrid EP-SQP approach for dynamic dispatch with valve-point effect. Int. J. Elect. Power Energy Syst. 27 (2005) 594-601
26. Kim J.O., Shin D.-J., Park J.-N., and Singh C. Atavistic genetic algorithm for economic dispatch with valve point effect. Elect. Power Syst. Res. 62 (2002) 201-207
27. Chiang C.-L. Improved Genetic algorithm for power economic dispatch of units with valve-point effects and multiple fuels. IEEE Trans. Power Syst. 20 (2005) 1690-1699
28. Shahidehpour M., Yamin H., and Li Z. Market Operations in Electric Power Systems (2002), IEEE Press, John Wiley & Sons Inc.