Economic dispatch with valve point effect using iteration particle swarm optimization

Proceedings of the Universities Power Engineering Conference

Volumn , Issue , 2012, Pages

  Abdullah, M N ^a   Bakar, A H A ^b   Rahim, N A ^b   Jamian, J J ^c   Aman, M M ^a  

^a Hussein Onn Malaysia   (Malaysia)

^b UNIVERSITY OF MALAYA   (Malaysia)

^c UNIVERSITI TEKNOLOGI MALAYSIA   (Malaysia)

Author keywords

constraints handling; Economic dispatch; particle swarm optimization; valve point effect

Indexed keywords

CLASSICAL PARTICLE; CONSTRAINTS HANDLING; CONVERGENCE CHARACTERISTICS; ECONOMIC DISPATCH; GENERATING UNIT; GLOBAL OPTIMUM SOLUTIONS; INEQUALITY CONSTRAINT; LOCAL MINIMUMS; MATHEMATICAL APPROACH; NEW PARAMETERS; NON-SMOOTH COST FUNCTIONS; NONCONVEX COST FUNCTIONS; OPTIMIZATION PROBLEMS; POWER SYSTEM OPERATIONS; SOLUTION QUALITY; VALVE POINT EFFECTS; VELOCITY EQUATION;

ALGORITHMS; CONSTRAINT THEORY; ITERATIVE METHODS; PARTICLE SWARM OPTIMIZATION (PSO); SCHEDULING;

PROBLEM SOLVING;

EID: 84872871306     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/UPEC.2012.6398693     Document Type: Conference Paper

References (23)

1. K. T. Chaturvedi, M. Pandit, and L. Srivastava, "Particle swarm optimization with time varying acceleration coefficients for non-convex economic power dispatch," International Journal of Electrical Power & Energy Systems, vol. 31, pp. 249-257, 2009.
2. I. Jacob Raglend, S. Veeravalli, K. Sailaja, B. Sudheera, and D. P. Kothari, "Comparison of AI techniques to solve combined economic emission dispatch problem with line flow constraints," International Journal of Electrical Power & Energy Systems, vol. 32, pp. 592-598, 2010.
3. N. Nabona and L. L. Freris, "Optimisation of economic dispatch through quadratic and linear programming," Proceedings of the Institution of Electrical Engineers, vol. 120, pp. 574-580, 1973.
4. G. F. Reid and L. Hasdorff, "Economic Dispatch Using Quadratic Programming," IEEE Transactions on Power Apparatus and Systems, vol. PAS-92, pp. 2015-2023, 1973.
5. A. Farag, S. Al-Baiyat, and T. C. Cheng, "Economic load dispatch multiobjective optimization procedures using linear programming techniques," IEEE Transactions on Power Systems, vol. 10, pp. 731-738, 1995.
6. N. Sinha, R. Chakrabarti, and P. K. Chattopadhyay, "Evolutionary programming techniques for economic load dispatch," IEEE Transactions on Evolutionary Computation, vol. 7, pp. 83-94, 2003.
7. N. Amjady and H. Nasiri-Rad, "Economic dispatch using an efficient real-coded genetic algorithm," IET Generation, Transmission & Distribution, vol. 3, pp. 266-278, 2009.
8. T. Sum-im and W. Ongsakul, "Ant colony search algorithm for unit commitment," IEEE International Conference on Industrial Technology, 2003, pp. 72-77 Vol.1.
9. W. M. Lin, F. S. Cheng, and M. T. Tsay, "An Improved Tabu Search for Economic Dispatch with Multiple Minima," Power Engineering Review, IEEE, vol. 22, pp. 70-70, 2002.
10. B. Vanaja, S. Hemamalini, and S. P. Simon, "Artificial Immune based Economic Load Dispatch with valve-point effect," 2008 IEEE Region 10 Conference in TENCON 2008-, 2008, pp. 1-5.
11. G. Zwe-Lee, "Particle swarm optimization to solving the economic dispatch considering the generator constraints," IEEE Transactions on Power Systems, vol. 18, pp. 1187-1195, 2003.
12. J. Kennedy and R. Eberhart, "Particle swarm optimization," IEEE International Conference on Neural Networks, 1995, pp. 1942-1948 vol.4.
13. D. N. Jeyakumar, T. Jayabarathi, and T. Raghunathan, "Particle swarm optimization for various types of economic dispatch problems," International Journal of Electrical Power & Energy Systems, vol. 28, pp. 36-42, 2006.
14. T.-Y. Lee and C.-L. Chen, "Unit commitment with probabilistic reserve: An IPSO approach," Energy Conversion and Management, vol. 48, pp. 486-493, 2007.
15. R. L. Haupt and S. E. Haupt, Practical Genetic Algorithms. New Jersey: John Wiley & Sons, 2004.
16. K. T. Chaturvedi, M. Pandit, and L. Srivastava, "Self-Organizing Hierarchical Particle Swarm Optimization for Nonconvex Economic Dispatch," IEEE Transactions on Power Systems, vol. 23, pp. 1079-1087, 2008.
17. A. I. Selvakumar and K. Thanushkodi, "A New Particle Swarm Optimization Solution to Nonconvex Economic Dispatch Problems," IEEE Transactions on Power Systems, vol. 22, pp. 42-51, 2007.
18. D. C. Walters and G. B. Sheble, "Genetic algorithm solution of economic dispatch with valve point loading," IEEE Transactions on Power Systems, vol. 8, pp. 1325-1332, 1993.
19. Y. Hong-Tzer, Y. Pai-Chuan, and H. Ching-Lien, "Evolutionary programming based economic dispatch for units with non-smooth fuel cost functions," IEEE Transactions on Power Systems, vol. 11, pp. 112-118, 1996.
20. P. Jong-Bae, L. Ki-Song, S. Joong-Rin, and K. Y. Lee, "A particle swarm optimization for economic dispatch with nonsmooth cost functions," IEEE Transactions on Power Systems, vol. 20, pp. 34-42, 2005.
21. K. S. Kumar, R.Rajaram, V.Tamilselvan, V. Shanmugasundaram, S.Naveen, and I. G. M. Nowfal, "Economic Dispatch with Valve POints Effect Using Various PSO Techniques," International Journal of Recent Trends in Engineering, vol. 2, p. 6, 2009.
22. B. Vanaja, S. Hemamalini, and S. P. Simon, "Genetic Algorithm Based Economic Load Dispatch with Valve-Points Effects,"AISTED International Conference on Power and Energy Systems, 2008.
23. S. H. Ling, H. K. Lam, F. H. F. Leung, and Y. S. Lee, "Improved genetic algorithm for economic load dispatch with valve-point loadings," Industrial Electronics Society, 2003. IECON '03. The 29th Annual Conference of the IEEE, 2003, pp. 442-447 vol.1.