An efficient cultural self-organizing migrating strategy for economic dispatch optimization with valve-point effect

Energy Conversion and Management

Volumn 51, Issue 12, 2010, Pages 2580-2587

  Coelho, Leandro Dos Santos ^a   Mariani, Viviana Cocco ^a  

^a PONTIFICAL CATHOLIC UNIVERSITY OF PARANÁ   (Brazil)

Author keywords

Cultural algorithm; Economic dispatch; Optimization; Power generation; Self organizing migrating algorithm; Valve point effect

Indexed keywords

ALTERNATIVE METHODS; CULTURAL ALGORITHM; ECONOMIC DISPATCH; ECONOMIC LOAD DISPATCH PROBLEM; LOAD DISPATCH; NON-SMOOTH FUEL COST FUNCTIONS; NUMERICAL RESULTS; OPTIMIZATION METHOD; POTENTIAL SOLUTIONS; SELF ORGANIZING; SELF-ORGANIZING BEHAVIOR; SELF-ORGANIZING MIGRATING ALGORITHM; SOCIAL ENVIRONMENT; STOCHASTIC OPTIMIZATION ALGORITHM; TEST SYSTEMS; THERMAL GENERATORS; VALVE POINT EFFECTS; VALVE-POINT LOADING EFFECT;

NUMERICAL ANALYSIS; NUMERICAL METHODS; OPTIMIZATION;

ALGORITHMS;

EID: 77955468273     PISSN: 01968904     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enconman.2010.05.022     Document Type: Article

References (61)

1. T.A.A. Victoire, and A.E. Jeyakumar Hybrid PSO-SQP for economic dispatch with valve-point effect Electr Power Syst Res 71 1 2004 51 59
2. 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
3. D.C. Walter, and G.B. Sheblé Genetic algorithm solution of economic dispatch with valve point loading IEEE Trans Power Syst 8 3 1993 1325 1332
4. F.N. Lee, and A.M. Breipohl Reserve constrained economic dispatch with prohibited operating zones IEEE Trans Power Syst 8 1 1993 246 254
5. K.S. Hindi, and M.R. Ab Ghani Dynamic economic dispatch for large scale power systems: a Lagrangian relaxation approach Int J Electr Power Energy Syst 13 1 1991 51 56
6. A.J. Wood, and B.F. Wollenberg Power generation, operation, and control 2nd ed. 1996 John Wiley and Sons New York, NY, USA
7. 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
8. Z.X. Liang, and J.D. Glover A zoom feature for a dynamic programming solution to economic dispatch including transmission losses IEEE Trans Power Syst 7 2 1992 544 550
9. L.G. Papageorgiou, and E.S. Fraga A mixed integer quadratic programming formulation for the economic dispatch of generators with prohibited operating zones Electr Power Syst Res 77 10 2007 1292 1296
10. Adhinarayanan T, Sydulu M. A directional search genetic algorithm to the economic dispatch problem with prohibited operating zones. In: Proceedings of IEEE/PES transmission and distribution conference and exposition, Chicago, USA; 2008.
11. D.B. Das, and C. Patvardhan Solution of economic load dispatch using real coded hybrid stochastic search Int J Electr Power Energy Syst 21 3 1999 165 170
12. H. Altun, and T. Yalcinoz Implementing soft computing techniques to solve economic dispatch problem in power systems Expert Syst Appl 35 4 2008 1668 1678
13. S. Kumar, and R. Naresh Nonconvex economic load dispatch using an efficient real-coded genetic algorithm Appl Soft Comput 48 1 2007 219 225
14. R. Balamurugan, and S. Subramanian Hybrid integer coded differential evolution - dynamic programming approach for economic load dispatch with multiple fuel options Energy Convers Manage 49 4 2008 608 614
15. L.S. Coelho, and C.S. Lee Solving economic load dispatch problems in power systems using chaotic and Gaussian particle swarm optimization approaches Electr Power Energy Syst 30 4 2008 297 307
16. K.T. Chaturvedi, M. Pandit, and L. Srivastava Self-organizing hierarchical particle swarm optimization for nonconvex economic dispatch IEEE Trans Power Syst 23 3 2008 1079 1087
17. L.S. Coelho, and V.C. Mariani Particle swarm approach based on quantum mechanics and harmonic oscillator potential well for economic load dispatch with valve-point effects Energy Convers Manage 49 11 2008 3080 3085
18. B.K. Panigrahi, S.R. Yadav, S. Agrawal, and M.K. Tiwari A clonal algorithm to solve economic load dispatch Electr Power Syst Res 77 10 2007 1381 1389
19. H. Da-kuo, W. Fu-li, and M. Zhi-zhong Hybrid genetic algorithm for economic dispatch with valve-point effect Electr Power Syst Res 78 4 2008 626 633
20. C.-L. Chiang Genetic-based algorithm for power economic load dispatch IET Generat, Transmission Distribut 1 2 2007 261 269
21. L.S. Coelho, and V.C. Mariani Improved differential evolution algorithms for handling economic dispatch optimization with generator constraints Energy Convers Manage 48 5 2007 1631 1639
22. A.I. Selvakumar, and K. Thanushkodi A new particle swarm optimization solution to nonconvex economic dispatch problems IEEE Trans Power Syst 22 1 2007 42 51
23. S.-K. Wang, J.-P. Chiou, and C.-W. Liu Non-smooth/non-convex economic dispatch by a novel hybrid differential evolution algorithm IET Generat, Transmission Distribut 1 5 2007 793 803
24. J. Cai, X. Ma, L. Li, and P. Haipeng Chaotic particle swarm optimization for economic dispatch considering the generator constraints Energy Convers Manage 48 2 2007 645 653
25. L.S. Coelho, and V.C. Mariani Combining of chaotic differential evolution and quadratic programming for economic dispatch optimization with valve-point effect IEEE Trans Power Syst 21 2 2006 989 996
26. L.S. Coelho, and V.C. Mariani Correction to "combining of chaotic differential evolution and quadratic programming for economic dispatch optimization with valve-point effect" IEEE Trans Power Syst 21 3 2006 1465
27. A. Pereira-Neto, C. Unsihuay, and O.R. Saavedra Efficient evolutionary strategy optimization procedure to solve the nonconvex economic dispatch problem with generator constraints IET Generat, Transmission Distribut 152 5 2005 653 660
28. D. Liu, and Y. Cai Taguchi method for solving the economic dispatch problem with nonsmooth cost functions IEEE Trans Power Syst 20 4 2005 2006 2014 (Pubitemid 41700554)
29. J.-B. Park, K.-S. Lee, J.-R. Shin, and K.Y. Lee A particle swarm optimization for economic dispatch with nonsmooth cost function IEEE Trans Power Syst 20 1 2005 34 42
30. R. Gnanadass Evolutionary programming based optimal power flow for units with non-smooth fuel cost functions Electr Power Components Syst 33 3 2004 349 361
31. P. Attaviriyanupap, H. Kita, E. Tanaka, and J. Hasegawa A fuzzy-optimization approach to dynamic economic dispatch considering uncertainties IEEE Trans Power Syst 19 3 2004 1299 1307
32. N. Noman, and H. Iba Differential evolution for economic load dispatch problems Electr Power Syst Res 78 3 2008 1322 1331
33. Z.-L. Gaing Particle swarm optimization to solving the economic dispatch considering the generator constraints IEEE Trans Power Syst 18 3 2003 1187 1195
34. M.A. Abido A novel multiobjective evolutionary algorithm for environmental/economic power dispatch Electr Power Syst Res 65 1 2003 71 81
35. S. Balakrishnan, P.S. Kannan, C. Aravindan, and P. Subathra On-line emission and economic load dispatch using adaptive Hopfield neural network Appl Soft Comput 2 4 2003 297 305
36. N. Sinha, R. Chakrabarti, and P.K. Chattopadhyay Evolutionary programming techniques for economic load dispatch IEEE Trans Evolution Comput 7 1 2003 83 94
37. G. Damousis, A.G. Bakirtzis, and P.S. Dokopoulos Network constrained economic dispatch using real-coded genetic algorithm IEEE Trans Power Syst 18 1 2003 198 205
38. W.M. Lin, F.S. Cheng, and M.T. Tsay An improved tabu search for economic dispatch with multiple minima IEEE Trans Power Syst 17 1 2002 108 112
39. Y.H. Song, and C.S.V. Chou Large-scale economic dispatch by artificial ant colony search algorithms Electr Mach Power Syst 27 7 1999 679 690
40. J. Kumar, and G.B. Seblé Clamped state solution of artificial neural network for real-time economic dispatch IEEE Trans Power Syst 10 2 1995 925 931
41. Zelinka I, Lampinen J. SOMA - self-organizing migrating algorithm. In: Proceedings of the 6th international conference on soft computing (Mendel 2000), Brno, Czech Republic. p. 177-187.
42. Zelinka I, Lampinen J, Noulle L. On the theoretical proof of convergence for a class of SOMA search algorithms. In Proceedings of 7th international conference on soft computing (Mendel 2001), Brno, Czech Republic. p. 103-110.
43. I. Zelinka, R. Senkerik, and E. Navratil Investigation on evolutionary optimization of chaos control Chaos Soliton Fract 40 1 2009 111 129
44. Reynolds RG. An introduction to cultural algorithms. In: Sebald AV, Fogel LJ, editors. Proceedings of 3rd annual conference on evolutionary programming, World Scientific, River Edge, NJ, USA; 1994. p. 131-139.
45. L. Nolle, I. Zelinka, A.A. Hopgood, and A. Goddyear Comparison of a self-organizing migration algorithm with simulated annealing and differential evolution for automated waveform tuning Adv Eng Soft 36 10 2005 645 653
46. Zellinka I, Lampinen J. SOMA - self-organizing migrating algorithm. In: Proceedings of the 6th international Mendel conference on soft computing, Brno, Czech Republic; 2000.
47. R.G. Reynolds, and S. Zhu Knowledge-based function optimization using fuzzy cultural algorithms with evolutionary programming IEEE Trans Syst, Man, Cybernet - Part B: Cybernet 31 1 2001 1 18
48. Reynolds RG, Chung C. The use of cultural algorithms to evolve multiagent cooperation. In: Proceedings of micro-robot world cup soccer tournament, Taejon, Korea; 1996. p. 53-56.
49. Iacoban R, Reynolds RG, Brewster J. Cultural swarms: modelling the impact of culture on social interaction and problem solving. In: Proceedings of the swarm intelligence symposium, Indianapolis, IN, USA; 2003. p. 205-211.
50. Jin X, Reynolds RG. Using knowledge-based evolutionary computation to solve nonlinear constraint optimization problems: a cultural algorithm approach. In: Proceedings of congress on evolutionary computation, Washington, DC, USA; 1999. p. 1672-1678.
51. Z. Michalewicz, and M. Schoenauer Evolutionary algorithms for constrained parameter optimization problems Evolution Comput 4 1 1996 1 32 (Pubitemid 126707158)
52. S. Koziel, and Z. Michalewicz Evolutionary algorithms, homomorphous mappings, and constrained parameter optimization Evolution Comput 7 1 1999 19 44
53. C.A. Coello Coello Theoretical and numerical constraint-handling techniques used with evolutionary algorithms: a survey of the state of the art Comput Methods Appl Mech Eng 191 11-12 2002 1245 1287
54. C.-L. Chen Non-convex economic dispatch: a direct search approach Energy Convers Manage 48 1 2007 219 225
55. A.I. Selvakumar, and K. Thanushkodi Anti-predatory particle swarm optimization: solution to nonconvex economic dispatch problems Electr Power Syst Res 78 1 2008 2 10
56. A.I. Selvakumar, and K. Thanushkodi Optimization using civilized swarm: solution to economic dispatch with multiple minima Electr Power Syst Res 79 1 2009 8 16
57. D. He, F. Wang, and Z. Mao A hybrid genetic algorithm approach based on differential evolution for economic dispatch with valve-point effect Electr Power Energy Syst 30 1 2008 31 38
58. W.-M. Lin, H.-J. Gow, and M.-T. Tsay A partition approach algorithm for nonconvex economic dispatch Electr Power Energy Syst 29 5 2007 432 438
59. J.S. Al-Sumait, A.K. Al-Othman, and J.K. Sykulski Application of pattern search method to power system valve-point economic load dispatch Electr Power Energy Syst 29 10 2007 720 730
60. Coelho LS, Almeida ADV, Mariani VC. Cultural differential evolution approach to optimize the economic dispatch of electrical energy using thermal generators. In: Proceedings of 13th IEEE international conference on emerging technologies and factory automation (ETFA), Hamburg, Germany; 2008.
61. Coelho LS, Mariani VC. Economic dispatch optimization using hybrid chaotic particle swarm optimizer. In: Proceedings of IEEE international conference on systems, man, and cybernetics (SMC), Montreal, Canada; 2007. p. 1963-1968.