Multi-objective economic-emission optimal load dispatch using bacterial foraging algorithm

2012 25th IEEE Canadian Conference on Electrical and Computer Engineering: Vision for a Greener Future, CCECE 2012

Volumn , Issue , 2012, Pages

  Farhat, I A ^a   El Hawary, M E ^a  

^a DALHOUSIE UNIVERSITY   (Canada)

Author keywords

Bacterial foraging optimization; economic emission dispatch; Multi objective optimization

Indexed keywords

BACTERIAL FORAGING ALGORITHM; BACTERIAL FORAGING OPTIMIZATION; CONSTRAINED PROBLEM; CONVERGENCE PROPERTIES; E. COLI; ECONOMIC-EMISSION DISPATCH; ENVIRONMENTAL ASPECTS; EVOLUTIONARY OPTIMIZATIONS; FORAGING BEHAVIORS; LOAD DISPATCH; MULTI OBJECTIVE; MULTI OBJECTIVE OPTIMIZATIONS (MOO); MULTI-OBJECTIVE PROBLEM; OPTIMIZATION PROBLEMS; SEARCH SPACES; SMALL SCALE; WEIGHTED-SUM;

CARBON DIOXIDE; ESCHERICHIA COLI; MULTIOBJECTIVE OPTIMIZATION; SULFUR DIOXIDE;

COMPUTER VISION;

EID: 84870433092     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CCECE.2012.6334860     Document Type: Conference Paper

References (25)

1. K. Deb, Multi-Objective Optimization Using Evolutionary Algorithms, NY: John Wiley & Sons, Ltd, 2001, pp. 518.
2. J.H. Talaq, F. El-Hawary and M.E. El-Hawary, "A summary of environmental/economic dispatch algorithms," Power Systems, IEEE Transactions on, vol. 9; 9, pp. 1508-1516, 1994.
3. J.S. Dhillon and D.P. Kothari, "The surrogate worth trade-off approach for multiobjective thermal power dispatch problem," Electr.Power Syst.Res., vol. 56, pp. 103-110, 11/1. 2000.
4. T.A.A. Victoire and A.E. Jeyakumar, "Hybrid PSO-SQP for economic dispatch with valve-point effect," Electr.Power Syst.Res., vol. 71, pp. 51-59, 9. 2004.
5. K.P. Wang and J. Yuryevich, "Evolutionary-programmingbased algorithm for environmentally-constrained economic dispatch," Power Systems, IEEE Transactions on, vol. 13, pp. 301-306, 1998.
6. R. Bharathi, M.J. Kumar, D. Sunitha and S. Premalatha, "Optimization of combined economic and emission dispatch problem - A comparative study," Power Engineering Conference, 2007. IPEC 2007. International, pp. 134-139, 2007.
7. E. Zio, P. Baraldi and N. Pedroni, "Optimal power system generation scheduling by multi-objective genetic algorithms with preferences," Reliab.Eng.Syst.Saf., vol. 94, pp. 432-444, 2. 2009.
8. S.P. Umayal and N. Kamaraj, "Stochastic Multi Objective Short Term Hydrothermal Scheduling Using Particle Swarm Optimization," INDICON, 2005 Annual IEEE, pp. 497-501, 2005.
9. C. Rani, M. R. Kumar and K. Pavan, "Multi-objective generation dispatch using Particle Swarm Optimisation," Power Electronics, 2006. IICPE 2006. India International Conference on, pp. 421-424, 2006.
10. M.A. Abido, "Multiobjective particle swarm for environmental/ economic dispatch problem," Power Engineering Conference, 2007. IPEC 2007. International, pp. 1385-1390, 2007.
11. S. Hemamalini and S.P. Simon, "Emission constrained economic dispatch with valve-point effect using particle swarm optimization," TENCON 2008 - 2008, TENCON 2008. IEEE Region 10 Conference, pp. 1-6, 2008.
12. K.M. Passino, "Biomimicry of bacterial foraging for distributed optimization and control," Control Systems Magazine, IEEE, vol. 22, pp. 52-67, 2002.
13. W.J. Tang, Q.H. Wu and J.R. Saunders, "Bacterial Foraging Algorithm For Dynamic Environments," Evolutionary Computation, 2006. CEC 2006. IEEE Congress on, pp. 1324-1330, 2006.
14. W.J. Tang, M.S. Li, S. He, Q.H. Wu and J.R. Saunders, "Optimal Power Flow With Dynamic Loads Using Bacterial Foraging Algorithm," Power System Technology, 2006. PowerCon 2006. International Conference on, pp. 1-5, 2006.
15. T.K. Das, G.K. Venayagamoorthy and U.O. Aliyu, "Bio-Inspired Algorithms for the Design of Multiple Optimal Power System Stabilizers: SPPSO and BFA," Industry Applications, IEEE Transactions on, vol. 44, pp. 1445-1457, 2008.
16. S. Mishra, "A hybrid least square-fuzzy bacterial foraging strategy for harmonic estimation," Evolutionary Computation, IEEE Transactions on, vol. 9, pp. 61-73, 2005.
17. H. Chen, Y.Zhu and K. Hu, "Self-adaptation in Bacterial Foraging Optimization algorithm," Intelligent System and Knowledge Engineering, 2008. ISKE 2008. 3rd International Conference on, vol. 1, pp. 1026-1031, 2008.
18. Y. Chu, H. Mi, H.Liao, Z. Ji and Q.H. Wu, "A Fast Bacterial Swarming Algorithm for high-dimensional function optimization," Evolutionary Computation, 2008. CEC 2008. (IEEE World Congress on Computational Intelligence). IEEE Congress on, pp. 3135-3140, 2008.
19. J. Zahavi and L. Eisenberg, "Economic-Enviromental Power Dispatch," Systems, Man and Cybernetics, IEEE Transactions on, vol. SMC-5, pp. 485-489, 1975.
20. R. Bergen and V. Vittal, Power Systems Analysis Upper Saddle River, NJ USA: Prentice Hall, 1999, pp. 619.
21. M.E. El-Hawary and G.S. Christensen, Optimal Economic Operation of Electric Power Systems, New York: Academic Press, 1979, pp. 278.
22. Y.Y. Haimes, Hierarchical Analyses of Water Resources Systems: Modeling and Optimization of Large-scale Systems, New York: McGraw Hill, 1977.
23. D.J. Kothari and J.S. Dhillon, Power System Optimization, New Delhi, India: Prentice-Hall of India Pvt. Ltd, 2004, pp. 572.
24. I.A. Farhat and M.E. El-Hawary, "Modified bacterial foraging algorithm for optimum economic dispatch," in Electrical Power & Energy Conference (EPEC), 2009 IEEE, pp. 1-6, 2009.
25. M.F. AlHajri and M.E. El-Hawary, "Pattern search optimization applied to convex and non-convex economic dispatch," Systems, Man and Cybernetics, 2007. ISIC. IEEE International Conference on, pp. 2674-2678, 2007.