Improved artificial bee colony algorithm considering harvest season for computing economic dispatch on power system

IEEJ Transactions on Electrical and Electronic Engineering

Volumn 9, Issue 3, 2014, Pages 251-257

  Afandi, Arif N ^a,b   Miyauchi, Hajime ^b  

^a KUMAMOTO UNIVERSITY   (Japan)

^b STATE UNIVERSITY OF MALANG   (Indonesia)

Author keywords

Bee colony; Cost; Economic; Emission

Indexed keywords

CONSTRAINT THEORY; COSTS; ECONOMICS; NEUTRON EMISSION; SCHEDULING;

ARTIFICIAL BEE COLONIES; ARTIFICIAL BEE COLONY ALGORITHMS; ARTIFICIAL BEE COLONY ALGORITHMS (ABC); BEE COLONY; ECONOMIC DISPATCH; ECONOMIC OPERATIONS; FASTER CONVERGENCE; INEQUALITY CONSTRAINT;

EVOLUTIONARY ALGORITHMS;

EID: 84899096901     PISSN: 19314973     EISSN: 19314981     Source Type: Journal    
DOI: 10.1002/tee.21963     Document Type: Article

References (25)

1. Cheng Y, Xiao W, Lee W-J, Yang M. A new approach for missions and security constrained economic dispatch. Proceedings of NAPS, IEEE Conference Publication, Starkville, USA, 2009; pp. 1-5.
2. Abu-Mouti FS, El-Hawary ME. Optimal distributed generation allocation and sizing in distribution system via artificial bee colony algorithm. IEEE Journal & Magazines 2011; 26:2090-2101.
3. El-Keib AA, Ma H, Hart JL. Environmentally constrained ED using the Lagrangian Relaxation Method. IEEE Transactions on Power Systems 1994; 9:533-534.
4. Ahmed Farag, Samir Al-Baiyat, Cheng TC. "Economic Load Dispatch Multiobjective Optimization Procedures using Linear Programming Techniques", IEEE Transactions on Power Systems, Vol. 10, 1995; pp. 731-738.
5. Martines Ramos JL, Lora AT, Santos JR, Exposito AG. Short term hydro thermal coordination based on interior point nonlinear programming and genetic algorithms. IEEE Porto Power Tech Conference, Portugal, 2010.
6. Fu Y, Shahidehpour M, Li Z. Security constrained unit commitment with AC constraints. IEEE Transactions on Power Systems 2005; 20:1538-1550.
7. Vlachogiannis JG, Lee KY. Quantum-inspired evolutionary algorithm for real and reactive power dispatch. IEEE Transactions on Power Systems 2008; 23:1627-1636.
8. Abido MA. Environtment/economic power dispatch using multiobjective evolutionary algorithms. IEEE Transactions on Power System 2003; 18:1529-1539.
9. Abido MA. Multiobjective evolutionary algorithms for electric power dispatch problem. IEEE Transactions on Evolutionary Computation 2006; 10:315-329.
10. Gaing Z-L. Particle swarm optimization to solving the ED considering the generator constraints. IEEE Transactions on Power Systems 2003; 18:1187-1195.
11. Karaboga D. An idea based on honey bee swarm for numerical optimization. Erciyes University, Turkey, Technical Report-TR06, 2005.
12. Karaboga D, Basturk B. A powerful and effi{ligature}cient algorithm for numerical function optimization: ABC algorithm. Journal of Global Optimization 2007; 39:459-471.
13. Christoper Columbus C, Simon SP. A parallel ABC for security constrained economic dispatch using shared memory model. Proceedings of EPSCICON, IEEE Conference Publication, Thrissur, India, 2012; 1-6.
14. Alzaqebah M, Abdullah S. Comparison on the selection strategy in the artificial bee colony algorithm for examination timetabling problems. International Journal of Soft Computing and Engineering 2011; 1:158-163.
15. Subotic M. Artificial bee colony algorithm with multiple onlookers for constrained optimization problems. Proceedings of ECC XI, European Computing Conference, Paris, France, 2011; 242-652.
16. Ho SL, Yang S, Wong HC, Cheng KWE, Ni G. An improved ant colony optimization algorithm and its application to electromagnetic devices designs. IEEE Transactions on Magnetics 2005; 41:1764-1767.
17. Mezura Montes E, Damian Araoz M, Centina Dominges O. Smart fl{ligature}ight and dynamic tolerances in the artificial bee colony for constrained optimization. Proceedings of IEEE Congress on Evolutionary Computation CEC, Barcelona, Spain, 2010; 1-8.
18. Stanarevic N, Tuba M, Bacanin N. Modified artificial bee colony algorithm for constrained problems optimization. International Journal of Mathematical Models and Methods in Applied Science 2011; 5:644-651.
19. Li XT, Zhao XW, Wang JN, Yin MH. Improved artificial bee colony for design of a reconfigurable antenna array with discrete phase shifters. Progress in Electromagnetics Research 2012; 25:193-208.
20. Saad MIM, Zurkarnain ZA. Performance analysis of random based mobility model in MANET routing protocol. European Journal of Science Research 2009; 32:444-454.
21. Bridgewater JSA, Oscar Boykin P, Roychowdhury VP. Balanced Overlay Network (BON): an overlay technology for decentralized load balancing. IEEE Transactions on Parallel and Distributed Systems 2007; 18:1122-1133.
22. Grady L. Random walks for image segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligent 2006; 28:1-17.
23. Pae S, Loui MC. Randomizing functions: simulation of a discrete probability distribution using a source of unknown distribution. IEEE Transactions on Information Theory 2006; 52:4965-4976.
24. Lawler GF, Limic V. Random Walk: A Modern Introduction. Cambridge University Press: Cambridge; 2010.
25. Fu Y, Shahidehpour M, Li Z. AC contingency dispatch based on security constrained unit commitment. IEEE Transactions on Power Systems 2006; 21:897-908.