Economic dispatch in power plant based on chaotic ant swarm optimization

IET Conference Publications

Volumn , Issue 523 CP, 2006, Pages

  Cai, Jie Jin ^a   Ma, Xiao Qian ^a   Li, Li Xiang ^b   Yang, Yi Xian ^b   Peng, Hai Peng ^b  

^a SOUTH CHINA UNIVERSITY OF TECHNOLOGY   (China)

^b BEIJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS   (China)

Author keywords

Chaotic ant swarm optimization; Chaotic search; Economic dispatch; Power plant

Indexed keywords

ALTERNATIVE APPROACH; CHAOTIC ANT SWARM; CHAOTIC ANT SWARM OPTIMIZATION; CHAOTIC DYNAMICS; CHAOTIC SEARCH; COAL CONSUMPTION RATE; ECONOMIC DISPATCH; EFFECTIVE SOLUTION; LOAD DEMAND; NOVEL ALGORITHM; OPTIMAL SCHEME; SELF-ORGANIZATIONS; SIMULATION RESULT;

ALGORITHMS; ELECTRIC POWER TRANSMISSION NETWORKS; MATHEMATICAL OPERATORS; OPERATING COSTS; OPTIMIZATION; POWER TRANSMISSION;

POWER PLANTS;

EID: 70350217347     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1049/cp:20062088     Document Type: Conference Paper

References (33)

1. R.A. Jabr, A.H. Coonick, BJ. Cory, "A homogeneous linear programming algorithm for the security constrained economic dispatch problem," IEEE Trans. Power Syst., Vol. 15, No. 3, pp. 930-936, Aug. 2000.
2. Chen, C.L. and S.C. Wang, "Branch-and bound scheduling for thermal generating units," IEEE Trans. on Energy Conversion, Vol. 8, No. 2, pp. 184-189, June 1993.
3. J.C. Dodu, P. Martin, A. Merlin, J. Pouget, "An optimal formulation and solution of short-range operating problems for a power system with flow constraints," in Proc. IEEE, vol. 60, No. 1, Jan. 1972, pp. 54-63.
4. Z.X. Liang, J.D. Glover, "A zoom feature for a dynamic programming solution to economic dispatch including transmission losses," IEEE Trans. Power Syst., Vol. 7, No. 2, pp. 544-551, May 1992.
5. W.R. Barcelo, P, "Dynamic economic dispatch using the extended security constrained economic dispatch algorithm," IEEE Trans. Power Syst., Vol. 12, No. 2, pp. 961-967, May 1997.
6. J. Nanda, L. Hari, M.L. Kothari, "Economic emission load dispatch with line flow constraints using a classical technique," IEE Proc. Gener. Transm. Distrib., vol. 141, No. 1, Jan. 1994, pp. 1-10.
7. F.N. Lee, A.M. Breipohl, "Reserve constrained economic dispatch with prohibited operating zones," IEEE Trans. Power Syst., Vol. 8, No. 1, pp. 246-254, Feb. 1993.
8. A.A. El-Keib, H. Ma, J.L. Hart, "Environmentally constrained economic dispatch using the Lagrangian relaxation method," IEEE Trans. Power Syst., Vol. 9, No. 4, pp. 1723-1729, Nov. 1994.
9. D.C. Walters, G.B. Sheble, "Genetic algorithm solution of economic dispatch with valve point loading," IEEE Trans. Power Syst., Vol. 8, No. 3, pp. 1325-1332, Aug. 1993.
10. A. Bakirtzis, V. Petridis, S. Kazarlis, "Genetic algorithm solution to the economic dispatch problem," IEE Proc. Gener. Transm. Distrib., vol. 141, No. 4, Jan. 1994, pp. 377-382.
11. P.H. Chen, H.C. Chang, "Large-scale economic dispatch by genetic algorithm," IEEE Trans. Power Syst., Vol. 10, No. 4, pp. 1919-1926, Nov. 1995.
12. G.B. Sheble, K. Brittig, "Refined genetic algorithm-economic dispatch example," IEEE Trans. Power Syst., Vol. 10, No. 1, pp. 117-124, Feb. 1995.
13. C.L. Chiang, "Improved genetic algorithm for power economic dispatch of units with valve-point effects and multiple fuels," IEEE Trans. Power Syst., Vol. 20, No. 4, pp. 1690-1699, Nov. 2005.
14. J. Tippayachai, W. Ongsakul, I. Ngamroo, "Parallel micro genetic algorithm for constrained economic dispatch," IEEE Trans. Power Syst., Vol. 17, No. 3, pp. 790-797, Aug. 2002.
15. C.T. Su, G.J. Chiou, "A fast-computation Hopfield method to economic dispatch of power systems," IEEE Trans. Power Syst., Vol. 12, No. 4, pp. 1759-1764, Nov. 1997.
16. T. Yalcinoz, M. J. Short, "Neural networks approach for solving economic dispatch problem with transmission capacity constraints," IEEE Trans. Power Syst., Vol. 13, No. 2, pp. 307-313, May 1998.
17. W.M. Lin, F.S. Cheng, M.T. Tsay, "Nonconvex economic dispatch by integrated artificial intelligence," IEEE Trans. Power Syst., Vol. 16, No. 2, pp. 307-313, May 2001.
18. Y. M. Park, J. R. Won, and J. B. Park, "New approach to economic load dispatch based on improved evolutionary programming," Int. J. Eng. Intell. Syst. Elect. Eng. Commun., vol. 6, No. 2, pp. 103-110, Jun. 1998.
19. N. Sinha, R. Chakrabarti, and P. K. Chattopadhyay, "Evolutionary programming techniques for economic load dispatch," IEEE Trans. Evol. Comput., vol. 7, No. 1, pp. 83-94, Feb. 2003.
20. H. T. Yang, P. C. Yang, and C. L. Huang, "Evolutionary programming based economic dispatch for units with nonsmooth fuel cost functions," IEEE Trans. Power Syst., vol. 11, No. 1, pp. 112-118, Feb. 1996.
21. Z.L. Gaing, "Particle swarm optimization to solving the economic dispatch considering the generator constraints," IEEE Trans. Power Syst., Vol. 18, No. 3, pp. 1187-1195, Aug. 2003.
22. J.B. Park, K.S. Lee, J.R. Shin, K.Y. Lee, "A particle swarm optimization for economic dispatch with nonsmooth cost functions," IEEE Trans. Power Syst., Vol. 20, No. 3, pp. 34-42, Feb. 2005.
23. T. Sum-im, "Economic dispatch by ant colony search algorithm," IEEE Proc. Cybernetics and Intelligent Syst., vol. 1, No. 1-3, Dec. 2004, pp. 416-421.
24. Y.H. Hou, Y.W. Wu, L.J. Lu, X.Y. Xiong, "Generalized ant colony optimization for economic dispatch of power systems," IEEE Proc. Power Syst. Techn., vol. 1, No. 13-17, Oct. 2002, pp. 225-229.
25. M. Dorigo, V. Maniezzo, A. Colorni, "Ant system: optimization by a colony of cooperating agents," IEEE Trans. Syst., Man, Cybern. Part B, vol. 26, No. 3, pp. 29-41, Feb. 1996.
26. M. Dorigo, L. M. Gambardella, "Ant colony system: A cooperative learning approach to the traveling salesman problem," IEEE Trans. Evol. Comput., vol. 1, No. 1, pp. 53-66, Jan. 1997.
27. M. Dorigo, G. DiCaro, "Ant algorithms for discrete optimization," Artificial Life, Vol. 5, No. 3, pp. 137-172, Sep. 1999.
28. G. Bilchev, I. C. Parmee, "The ant colony metaphor for searching continuous design spaces," Lect. Notes Comp. Sci., vol. 993, pp. 25-39, Apr. 1995.
29. M. Wodrich, G. Bilchev, "Cooperative distributed search: The ants'way," Contr. Cybern., vol. 26, pp. 413-446, 1997.
30. M. Mathur, S. B. Karale, S. Priyee, V. K. Jayaraman, B. D. Kulkarni, "Ant colony approach to continuous function optimization," Ind. Eng. Chem. Res., vol. 39, No. 10, pp. 3814-3822, Oct. 2000.
31. J. Dreo, P. Siarry, "A new ant colony algorithm using the heterarchical concept aimed at optimization of multiminima continuous functions," Lect. Notes Comp. Sci., vol. 2463, pp. 216-221, 2002.
32. S. L. Ho, Shiyou Yang, H. C. Wong, K. W. E. Cheng, Guangzheng Ni, "An Improved Ant Colony Optimization Algorithm and Its Application to Electromagnetic Devices Designs," IEEE Trans. Magn., vol. 41, No. 5, pp. 1764-1767, May 2005.
33. Lixiang Li, Yixian Yang, Haipeng Peng and Xiangdong Wang, "Parameters Identification of Chaotic Systems via Chaotic Ant Swarm, Chaos," Chaos, Soliton Fractal., vol. 28, no. 5, pp. 1204-1211, Jun. 2006.