Solving the multiobjective environmental/economic dispatch problem with prohibited operating zones using NSGA-II

IEEE Pacific RIM Conference on Communications, Computers, and Signal Processing - Proceedings

Volumn , Issue , 2011, Pages 298-303

  Ah King, Robert T F ^a   Rughooputh, Harry C S ^a   Deb, Kalyanmoy ^b  

^a UNIVERSITY OF MAURITIUS   (Mauritius)

^b INDIAN INSTITUTE OF TECHNOLOGY KANPUR   (India)

Author keywords

[No Author keywords available]

Indexed keywords

A-THERMAL; CONSTRAINT HANDLING; ECONOMIC DISPATCH PROBLEMS; ELITIST NON-DOMINATED SORTING GENETIC ALGORITHMS; ENVIRONMENTAL/ECONOMIC DISPATCH; GENERATING UNIT; MULTI OBJECTIVE; NSGA-II; OPERATING REGIONS; PHYSICAL LIMITATIONS; POWER PLANT COMPONENTS; PROHIBITED OPERATING ZONE; SHAFT BEARING; SIMULATION RESULT; TRANSMISSION LOSS;

SIGNAL PROCESSING;

MULTIOBJECTIVE OPTIMIZATION;

EID: 80054768653     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PACRIM.2011.6032909     Document Type: Conference Paper

References (15)

1. F. N. Lee and A. M. Breipohl, "Reserve constrained economic dispatch with prohibited operating zones", IEEE Transactions on Power Systems, Vol. 8, No. 1, 1993, pp. 246-254.
2. J. Y. Fan and J. D. McDonald, "A practical approach to real time economic dispatch considering unit's prohibited operating zones", IEEE Transactions on Power Systems, Vol. 9, No. 4, 1994, pp. 1737-1743.
3. S. O. Orero and M. R. Irving, "Economic dispatch of generators with prohibited operating zones: a genetic algorithm approach", IEE Proceedings-Generation, Transmission and Distribution, Vol. 143, No. 6, 1996, pp. 529-534.
4. C.-T. Su and G.-J. Chiou, "An enhanced Hopfield model for economic dispatch considering prohibited zones", Electric Power Systems Research, Vol. 42, No. 1, 1997, pp. 71-76.
5. T. Jayabarathi, G. Sadasivam, and V. Ramachandran, "Evolutionary programming based economic dispatch of generators with prohibited operating zones", Electric Power Systems Research, 52, No. 3, 1999, pp. 261-266.
6. Z.-L. Gaing, "Particle swarm optimization to solving the economic dispatch considering the generator constraints", IEEE Transactions on Power Systems, Vol. 18, No. 3, 2003, pp. 1187-1195.
7. M. A. Abido, "Multiobjective evolutionary algorithms for electric power dispatch problem", IEEE Transactions on Evolutionary Computation. Vol. 10, No. 3, 2006, pp. 315-329.
8. R. T. F. Ah King, H. C. S. Rughooputh, and K. Deb, "Evolutionary multi-objective environmental/economic dispatch: Stochastic versus deterministic approaches", in Proceedings of the Third International Conference on Evolutionary Multi-Criterion Optimization (EMO 2005), 9-11 March 2005, Guanajuato, Mexico, C. A. Coello Coello, A. Hernandez Aguirre and E. Zitzler, Eds., Lecture Notes in Computer Science 3410, Springer-Verlag, Berlin Heidelberg, 2005, pp. 677-691.
9. A. J. Wood and B. F. Wollenberg, Power Generation, Operation, and Control. John Wiley & Sons, Inc., New York, 1996.
10. J. H. Talaq, F. El-Hawary, and M. E. El-Hawary, "A summary of environmental/economic dispatch algorithms", IEEE Transactions on Power Systems, Vol. 9, No. 3, 1994, pp. 1508-1516.
11. P.-H. Chen and H.-C. Chang, "Large-scale economic dispatch by genetic algorithm", IEEE Transactions on Power Systems, Vol. 10, No. 4, 1995, pp. 1919-1926.
12. D. C. Walters and G. B. Sheble, "Genetic algorithm solution of economic dispatch with valve point loading", IEEE Transactions on Power Systems, Vol. 8, No. 3, 1993, pp. 1325-1332.
13. K. Deb, "An efficient constraint handling method for genetic algorithm", Computer Methods in Applied Mechanics and Engineering, Vol. 186, No. 2-4, 2000, pp. 311-338.
14. S. Koziel and Z. Michalewicz, "A decoder-based evolutionary algorithm for constrained parameter optimization problems", in Parallel Problem Solving from Nature V (PPSN-V), 1998, pp. 231-240.
15. J. S. Dhillon, S. C. Parti, and D. P. Kothari, "Stochastic economic load dispatch", Electric Power Systems Research, 26, 1993, pp. 179-186.