Ramp rate constrained economic dispatch by micro genetic algorithm based on migration and merit order loading solutions

International Journal of Power and Energy Systems

Volumn 26, Issue 2, 2006, Pages 114-123

  Tippayachai, J ^a   Ongsakul, W ^b  

^a THAMMASAT UNIVERSITY   (Thailand)

^b ASIAN INSTITUTE OF TECHNOLOGY   (Thailand)

Author keywords

Economic dispatch; Merit order loading; Micro genetic algorithm; Simple genetic algorithm

Indexed keywords

FUEL ECONOMY; GENETIC ALGORITHMS; POWER TRANSMISSION;

ECONOMIC DISPATCH; MERIT ORDER LOADING; MICRO GENETIC ALGORITHM; SIMPLE GENETIC ALGORITHM;

COMBINED CYCLE POWER PLANTS;

EID: 33645656501     PISSN: 10783466     EISSN: None     Source Type: Journal    
DOI: 10.2316/journal.203.2006.2.203-3399     Document Type: Article

References (12)

1. W. Ongsakul, Real-time economic dispatch vising merit order loading for linear decreasing and staircase incremental cost functions, Electric Power Systems Research, 51(3), 1999, 167-173.
2. D.C. Walters & G.B. Sheble, Genetic algorithm solution of economic dispatch with valve point loading, IEEE Trans. on Power Systems, 8(3), 1993, 1325-1332.
3. G.B. Sheble & K. Brittig, Refined genetic algorithm: Economic dispatch example, IEEE Trans. on Power Systems, 10(1), 1995, 117-124.
4. P.H. Chen & H.C. Chang, Large-scale economic dispatch by genetic algorithm, IEEE Trans. on Power System, 10(4), 1995, 1919-1926.
5. W. Ongsakul, J. Tippayachai, & S. Thakolsri, Micro genetic algorithm to economic dispatch with linear decreasing and staircase incremental cost functions, Proc. 61st American Power Conf., vol. 61, Chicago, 1999, 370-376.
6. A.J. Wood & B.F. Wollenberg, Power generation operation and control (New York: John Wiley & Sons, 1996).
7. J.C. Potts, T.D. Giddens, & S.B. Yadav, The development and evaluation of an improved genetic algorithm based on migration and artificial selection, IEEE Trans. on Systems, Man, and Cybernetics, 24(1), 1994, 73-86.
8. D.E. Goldberg & K. Deb, A comparative analysis of selection schemes used in genetic algorithms, in G. Rawlins (Ed.), Foundations of Genetic Algorithms, 1 (San Fransisco, CA: Morgan-Kaufmann, 1991).
9. G. Syswerda, Uniform crossover in genetic algorithms, Proc. 3rd Int. Conf. on Genetic Algorithms, Fairfax, VA, 1989, 2-9.
10. D.E. Goldberg, Genetic algorithms in search, optimization, and machine learning (Reading, MA: Addison-Wesley, 1989).
11. K. Krishnakumar, Micro-genetic algorithms for stationary and non-stationary function optimization, Proc. SPIE: Intelligent Control and Adaptive Systems, vol. 1196, Philadelphia, 1989, 289-296.
12. V.S. Cordon & D. Whitley, Serial and parallel genetic algorithms as function optimizers, Proc. 5th Int. Conf. on Genetic Algorithms, Urbana-Champaign, IL, 1993, 177-183.