Solution of economic load dispatch using hybrid chemical reaction optimization approach

Applied Soft Computing Journal

Volumn 24, Issue , 2014, Pages 109-125

  Roy, Provas Kumar ^a   Bhui, Sudipta ^a   Paul, Chandan ^a  

^a DR B C ROY ENGINEERING COLLEGE   (India)

Author keywords

Chemical reaction optimization; Differential evolution; Economic load dispatch; Prohibited operating zone; Valve point loading

Indexed keywords

CHEMICAL REACTIONS; EVOLUTIONARY ALGORITHMS; OPTIMIZATION;

CHEMICAL-REACTION OPTIMIZATIONS; DIFFERENTIAL EVOLUTION; ECONOMIC LOAD DISPATCH; PROHIBITED OPERATING ZONE; VALVE POINT LOADING;

PROBLEM SOLVING;

EID: 84904987622     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2014.07.013     Document Type: Article

References (57)

1. J.C. Dodu, P. Martin, A. Merlin, and J. Pouget An optimal formulation and solution of short-range operating problems for a power system with flow constraints IEEE Proc. 60 1 1972 54 63
2. C.L. Chen, and S.C. Wang Branch-and bound scheduling for thermal generating units IEEE Trans. Energy Convers. 8 2 1993 184 189
3. J. Parikh, and D. Chattopadhyay A multi-area linear programming approach for analysis of economic operation of the Indian power system IEEE Trans. Power Syst. 11 1 1996 52 58
4. J.Y. Fan, and L. Zhang Real-time economic dispatch with line flow and emission constraints using quadratic programming IEEE Trans. Power Syst. 13 2 1998 320 325
5. P.G. Lowery Generating unit commitment by dynamic programming IEEE Trans. Power Appar. Syst. PAS-85 5 1996 422 426
6. J. Nanda, L. Hari, and M.L. Kothari Economic emission load dispatch with line flow constraints using a classical technique IEE Proc. Gener. Transm. Distrib. 141 1 1994 1 10
7. J.F. Bard Short-term scheduling of thermal-electric generators using Lagrangian relaxation Operations Res. 36 5 1988 756 766
8. N. Sinha, R. Chakraborty, and P.K. Chattopadhyay Evolutionary programming techniques for economic load dispatch IEEE Trans. Evol. Comput. 7 1 2003 83 93
9. A. Pereira-Neto, C. Unsihuay, and O.R. Saavedra Efficient evolutionary strategy optimization procedure to solve the non-convex economic dispatch problem with generator constraints IEE Proc. Gener. Transm. Distrib. 152 5 2005 653 660
10. W.M. Lin, F.S. Cheng, and M.T. Tsay Non-convex economic dispatch by integrated artificial intelligence IEEE Trans. Power Syst. 16 2 2001 307 311
11. R. Naresh, J. Dubey, and J.D. Sharma Two-phase neural network based frame work for modelling of constrained economic load dispatch IEEE Proc. Gener. Transm. Distrib. 151 3 2004 373 380
12. S.O. Orero, and M.R. Irving Economic dispatch of generators with prohibited operating zones: a genetic algorithm approach IEEE Proc Gener. Transm. Distrib. 143 6 1996 529 533
13. J.F. Kennedy, and R.C. Eberhart Particle swarm optimization Proceedings of the IEEE International Conference on Neural Networks, Perth, Australia vol. 4 1995 1942 1948
14. A.I. Selvakumar, and K. Thanushkodi A new particle swarm optimization solution to non-convex economic dispatch problems IEEE Trans. Power Syst. 22 1 2007 42 51
15. K.P. Wong, and Y.W. Wong Simulated annealing based economic dispatch algorithm IEE Proc. Gener. Transm. Distrib. 140 6 1993 509 515
16. R. Storn, and K. Price Differential evolution - a simple and efficient adaptive scheme for global optimization over continuous spaces. Technical Report, TR-95-012 1995 International Computer Science Institute Berkeley, CA
17. C. Peng, H. Sun, J. Guo, and G. Liu Dynamic economic dispatch for wind-thermal power system using a novel bi-population chaotic differential evolution algorithm Int. J. Electr. Power Energy Syst. 42 2012 119 126
18. R. Kumar, A. Sadu, R. Kumar, and S.K. Panda A novel multi-objective directed bee colony optimization algorithm for multi-objective emission constrained economic power dispatch Int. J. Electr. Power Energy Syst. 43 1 2012 1241 1250
19. P.K. Roy, S.P. Ghoshal, and S.S. Thakur Biogeography-based optimization for economic load dispatch problems Electr. Power Compon. Syst. 38 2 2010 166 181
20. S. FadIl, A. Yazici, and B. Urazel A solution to security constrained non-convex economic dispatch problem by modified sub gradient algorithm based on feasible values Int. J. Electr. Power Energy Syst. 43 1 2012 849 858
21. G. Baskar, and M.R. Mohan Security constrained economic load dispatch using improved particle swarm optimization suitable for utility system Int. J. Electr. Power Energy Syst. 30 10 2008 609 613
22. J. Cai, Q. Li, L. Li, H. Peng, and Y. Yang A fuzzy adaptive chaotic ant swarm optimization for economic dispatch Int. J. Electr. Power Energy Syst. 34 1 2012 154 160
23. M.T. Tsai, H.J. Gow, and W.M. Lin A novel stochastic search method for the solution of economic dispatch problems with non-convex fuel cost functions Int. J. Electr. Power Energy Syst. 33 4 2011 1070 1076
24. K. Vaisakh, P. Praveena, S. Rao, and M. Kala Solving dynamic economic dispatch problem with security constraints using bacterial foraging PSO-DE algorithm Int. J. Electr. Power Energy Syst. 39 1 2012 56 67
25. W. Sa-Ngiamvibool, S. Pothiya, and I. Ngamroo Multiple tabu search algorithm for economic dispatch problem considering valve-point effects Int. J. Electr. Power Energy Syst. 33 4 2011 846 854
26. B. Shaw, V. Mukharjee, and S.P. Ghoshal Solution of economic dispatch problems by seeker optimization algorithm Expert Syst. Appl. 39 1 2012 508 519
27. A.Y. Saber Economic dispatch using particle swarm optimization with bacterial foraging effect Int. J. Electr. Power Energy Syst. 34 1 2012 38 46
28. G.C. Laio Solve environmental economic dispatch of Smart Micro Grid containing distributed generation system - using chaotic quantum genetic algorithm Int. J. Electr. Power Energy Syst. 43 1 2012 779 787
29. Y.S. Lam, and O.K. Li Chemical-reaction-inspired metaheuristic for optimization IEEE Trans. Evol. Comput. 14 3 2010 381 399
30. S. Pothiya, I. Ngamroo, and W. Kongprawechnon Application of multiple tabu search algorithm to solve dynamic economic dispatch considering generator constraints Energy Convers. Manage. 49 4 2008 506 516
31. R. Kumar, D. Sharma, and A. Sadu A hybrid multi-agent based particle swarm optimization algorithm for economic power dispatch Int. J. Electr. Power Energy Syst. 33 1 2011 115 123
32. A. Selvakumar, and K. Thanushkodi Anti-predatory particle swarm optimization: solution to non-convex economic dispatch problems Electr. Power Syst. Res. 78 1 2008 2 10
33. A. Safari, and H. Shayeghi Iteration particle swarm optimization procedure for economic load dispatch with generator constraints Expert Syst. Appl. 38 5 2011 6043 6048
34. K. Meng, H.G. Wang, Z. Dong, and K.P. Wong Quantum-inspired particle swarm optimization for valve-point economic load dispatch IEEE Trans. Power Syst. 25 1 2010 215 222
35. T. Niknam, H.D. Mojarrad, and H.Z. Meymand A new particle swarm optimization for non-convex economic dispatch Eur. Trans. Electr. Power 21 1 2011 656 679
36. K. Chaturvedi, M. Pandit, and L. Srivastava Self-organizing hierarchical particle swarm optimization for non-convex economic dispatch IEEE Trans. Power Syst. 23 3 2008 1079 1087
37. K.T. Chaturvedi, M. Pandit, and L. Srivastava Particle swarm optimization with time varying acceleration coefficients for non-convex economic power dispatch Int. J. Electr. Power Energy Syst. 31 6 2009 249 257
38. B. Mohammadi-Ivatloo, A. Rabiee, A. Soroudi, and M. Ehsan Iteration PSO with time varying acceleration coefficients for solving non-convex economic dispatch problems Int. J. Electr. Power Energy Syst. 42 1 2012 508 516
39. J.G. Vlachogiannis, and K.Y. Lee Economic load dispatch a comparative study on heuristic optimization techniques with an improved coordinated aggregation based PSO IEEE Trans. Power Syst. 24 2 2009 991 1001
40. H. Lu, P. Sriyanyong, Y.H. Song, and T. Dillon Experimental study of a new hybrid PSO with mutation for economic dispatch with non-smooth cost function Int. J. Electr. Power Energy Syst. 32 9 2010 921 935
41. D. He, F. Wang, and Z. Mao A hybrid genetic algorithm approach based on differential evolution for economic dispatch with valve-point effect Int. J. Electr. Power Energy Syst. 30 1 2008 31 38
42. C.L. Chiang Improved genetic algorithm for power economic dispatch of units with valve-point effects and multiple fuels IEEE Trans. Power Syst. 20 4 2005 1690 1699
43. N. Nomana, and H. Iba Differential evolution for economic load dispatch problems Electr. Power Syst. Res. 78 8 2008 1322 1331
44. N. Amjady, and H. Sharifzadeh Solution of non-convex economic dispatch problem considering valve loading effect by a new modified differential evolution algorithm Int. J. Electr. Power Energy Syst. 32 8 2010 893 903
45. T. Niknam, H. Doagou Mojarrad, and H. Zeinoddini Meymand A novel hybrid particle swarm optimization for economic dispatch with valve-point loading effects Energy Convers. Manage. 52 4 2011 1800 1809
46. S.K. Wang, J.P. Chiou, and C.W. Liu Non-smooth/non-convex economic dispatch by a novel hybrid differential evolution algorithm IET Proc. Gener. Transm. Distr. 1 5 2007 793 803
47. B. Panigrahi, and V.R. Pandi Bacterial foraging optimisation: hybrid algorithm for economic load dispatch IET Proc. Gener. Transm. Distr. 2 4 2008 556 565
48. M. Fesanghary, and M. Ardehali A novel meta-heuristic optimization methodology for solving various types of economic dispatch problem Energy 34 6 2009 757 766
49. S. Hemamalini, and S. Simon Maclaurin series-based lagrangian method for economic dispatch with valve-point effect IET Proc. Gener. Transm. Distr. 3 9 2009 859 871
50. J.S. Sumait, J.K. Sykulski, and A.K. Othman Solution of different types of economic load dispatch problems using a pattern search method Electr. Power Comp. Syst. 36 3 2008 250 265
51. A. Bhattacharya, and P.K. Chattopadhyay Biogeography-based optimization for different economic load dispatch problems IEEE Trans. Power Syst. 25 2 2010 1064 1077
52. A. Bhattacharya, and P.K. Chattopadhyay Hybrid differential evolution with biogeography-based optimization for solution of economic load dispatch IEEE Trans. Power Syst. 25 4 2010 1955 1964
53. L.S. Coelho, and V.C. Mariani An improved harmony search algorithm for power economic load dispatch Energy Convers. Manage. 50 10 2009 2522 2526
54. G. Huang, and Q. Zhao A multi-objective optimization solution for deregulated power markets IEEE SM'99 Canada 1999
55. L. Yu, Q. Zheng, and H. Xingshi Supervisor-student model in particle swarm optimization IEEE Trans. Evol. Comput. 1 2004 542 547
56. R. Roy, and S.P. Ghoshal A novel crazy swarm optimized economic load dispatch for various types of cost functions Int. J. Electr. Power Energy Syst. 30 4 2008 242 253
57. N. Pandit, A. Tripathi, S. Tapaswi, and M. Pandit An improved bacterial foraging algorithm for combined static/dynamic environmental economic dispatch Appl. Soft Comput. 12 11 2012 3500 3513