Shuffled differential evolution for economic dispatch with valve point loading effects

International Journal of Electrical Power and Energy Systems

Volumn 46, Issue 1, 2013, Pages 342-352

  Srinivasa Reddy, A ^a   Vaisakh, K ^b  

^a SIR C R REDDY COLLEGE OF ENGINEERING   (India)

^b ANDHRA UNIVERSITY   (India)

Author keywords

Nonconvex economic dispatch; Shuffled differential evolution; Shuffled frog leaping algorithm; Valve point loading effects

Indexed keywords

COMPARATIVE ANALYSIS; CONVERGENCE PERFORMANCE; DIFFERENTIAL EVOLUTION; ECONOMIC DISPATCH; ECONOMIC DISPATCH PROBLEMS; METAHEURISTIC OPTIMIZATION; MUTATION OPERATORS; NONCONVEX ECONOMIC DISPATCHES; SHUFFLED FROG LEAPING ALGORITHM (SFLA); SOLUTION ACCURACY; SOLUTION ALGORITHMS; STANDARD TESTS; VALVE-POINT LOADING EFFECT;

SCHEDULING;

EVOLUTIONARY ALGORITHMS;

EID: 84869876881     PISSN: 01420615     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijepes.2012.10.012     Document Type: Article

References (70)

1. A. Mahor, V. Prasad, and S. Rangnekar Economic dispatch using particle swarm optimization: A review Renew Sust Energy 13 8 2009 2134 2141
2. A.J. Wood, and B.F. Wollenberg Power generation operation and control 1984 John Wiley & Sons
3. D.C. Walters, and G.B. Sheble Genetic algorithm solution of economic dispatch with valve point loading IEEE Trans Power Syst 8 3 1993 1325 1332
4. J.X.V. Neto, D.L.A. Bernert, and L.S. Coelho Improved quantum-inspired evolutionary algorithm with diversity information applied to economic dispatch problem with prohibited operating zones Energy Convers Manage 52 1 2011 8 14
5. 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
6. 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 11 1 1996 112 118
7. N. Sinha, R. Chakrabarti, and P.K. Chattopadhyay Evolutionary programming techniques for economic load dispatch IEEE Trans Evol Comput 7 1 2003 83 94
8. 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
9. 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
10. 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
11. K. Meng, H.G. Wang, Z.Y. 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
12. J.-B. Park, K.-S. Lee, J.-R. Shin, and K.Y. Lee A particle swarm optimisation for economic dispatch with nonsmooth cost function IEEE Trans Power Syst 20 1 2005 34 42 (Pubitemid 40259417)
13. A. Pereira-Neto, C. Unsihuay, and O.R. Saavedra Efficient evolutionary strategy optimization procedure to solve the nonconvex economic dispatch problem with generator constraints IEE Proc Gen Transm Distrib 152 5 2005 653 660 (Pubitemid 41413272)
14. G.S.S. Babu, D.B. Das, and C. Patvardhan Real-parameter quantum evolutionary algorithm for economic load dispatch IET Gener Transm Distrib 2 1 2008 22 31 (Pubitemid 350280806)
15. L.S. Coelho, and V.C. Mariani Combining of chaotic differential evolution and quadratic programming for economic dispatch optimisation with valve-point effect IEEE Trans Power Syst 21 2 2006 989 996
16. A. Bhattacharya, and P.K. Chattopadhyay Biogeography-based optimization for different economic load dispatch problems IEEE Trans Power Syst 25 2 2010 1064 1077
17. A. Bhattacharya, and P.K. Chattopadhyay Solving complex economic load dispatch problems using biogeography-based optimization Expert Syst Appl 37 5 2010 3605 3615
18. 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
19. A. Bhattacharya, and P.K. Chattopadhyay Hybrid differential evolution with biogeography-based optimization algorithm for solution of economic emission load dispatch problems Expert Syst Appl 38 11 2011 14001 14010
20. T. Niknam A new fuzzy adaptive hybrid particle swarm optimization algorithm for non-linear, non-smooth and non-convex economic dispatch problem Appl Energy 87 1 2010 327 339
21. X.S. Yang, S.S.S. Hosseinib, and A.H. Gandomic Firefly algorithm for solving non-convex economic dispatch problems with valve loading effect Appl Soft Comput 12 3 2012 1180 1186
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. 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 Syst Res 29 10 2007 720 730 (Pubitemid 350054964)
24. R. Storn, and K. Price Differential evolution - a simple and efficient heuristic for global optimization over continuous spaces J Global Optimiz 11 4 1997 359 431
25. M. Eusuff, K. Lansey, and F. Pasha Shuffled frog-leaping algorithm: A memetic meta-heuristic for discrete optimization Eng Optimiz 38 2 2006 129 154 (Pubitemid 43279596)
26. T. Niknam, E. Azad Farsani, and M. Nayeripour An efficient multi-objective modified shuffled frog leaping algorithm for distribution feeder reconfiguration problem Euro Trans Electr Power 21 1 2011 721 739
27. T. Niknam, E. Azad Farsani, M. Nayeripour, and B. Bahmani firouzi A new tribe modified shuffled frog leaping algorithm for multi-objective distribution feeder reconfiguration considering distributed generator units Euro Trans Electr Power 22 3 2011 308 333
28. T. Niknam, M.R. Narimani, and R. Azizipanah A new hybrid algorithm for optimal power flow considering prohibited zones and valve point effect Energy Convers Manage 58 2012 197 206
29. T. Niknam, B. Bahmani Firouzi, and H. Doagou Mojarrad A new evolutionary algorithm for non-linear economic dispatch Expert Syst Appl 38 10 2011 13301 13309
30. T. Niknam, and F. Golestaneh Enhanced bee swarm optimization algorithm for dynamic economic dispatch IEEE Syst J 2012 10.1109/JSYST.2012.2191831
31. T. Niknam, R. Azizipanah-Abarghooee, and A. Roosta Reserve constrained dynamic economic dispatch: A new fast self adaptive modified firefly algorithm IEEE Syst J 2012 10.1109/JSYST.2012.2189976
32. T. Niknam, R. Azizipanah, A.R. Rousta, and B. Amiri A new multi-objective reserve constrained combined heat and power dynamic economic emission dispatch Energy 42 1 2012 530 545
33. T. Niknam, F. Golestaneh, and M. Sha Sadeghi θ-Multiobjective teaching-learning-based optimization for dynamic economic emission dispatch IEEE Syst J 6 2 2012 341 352
34. T. Niknam, and F. Golestaneh Enhanced adaptive particle swarm optimization algorithm for dynamic non-convex economic dispatch IET Gener Transm Distrib 6 5 2012 424 435
35. S. Das, and P.N. Suganthan Differential evolution: A survey of the state-of-The-art IEEE Trans Evol Comput 15 1 2011 4 31
36. K. Vaisakh, P. Praveena, S. Rama Mohana Rao, and Meah 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
37. J. Cai, Q. Li, L. Li, H. Peng, and Y. Yang A hybrid CPSO-SQP method for economic dispatch considering the valve-point effects Energy Convers Manage 53 1 2012 175 181
38. W.M. Lin, H.J. Gowa, and M.T. Tsai Combining of direct search and signal-to-noise ratio for economic dispatch optimization Energy Convers Manage 52 1 2011 487 493
39. I. Ciornei, and E. Kyriakides A GA-API solution for the economic dispatch of generation in power system operation IEEE Trans Power Syst 27 1 2012 233 242
40. S.-K. Wang, J.-P. Chiou, and C.-W. Liu Non-smooth/non-convex economic dispatch by a novel hybrid differential evolution algorithm IET Gener Transm Distrib 1 5 2007 793 803 (Pubitemid 47236955)
41. 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 (Pubitemid 41700521)
42. 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
43. 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
44. 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
45. J.S. Alsumait, J.K. Sykulski, and A.K. Al-Othman A hybrid GA-PSO-SQP method to solve power system valve-point economic dispatch problems Appl Energy 87 5 2010 1773 1781
46. P. Subbaraj, R. Rengaraj, and S. Salivahanan Enhancement of Self-adaptive real-coded genetic algorithm using Taguchi method for Economic dispatch problem Appl Soft Comput 11 1 2011 83 92
47. 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
48. C.-L. Chiang Genetic-based algorithm for power economic load dispatch IEE Proc Gener Transm Distrib 1 2 2007 261 269 (Pubitemid 46582793)
49. M. Fesanghary, and M.M. Ardehali A novel meta-heuristic optimization methodology for solving various types of economic dispatch problem Energy 34 6 2009 757 766
50. S. Pothiya, I. Ngamroo, and W. Kongprawechnon Ant colony optimization for economic dispatch problem with non-smooth cost functions Int J Electr Power Energy Syst 32 5 2010 478 487
51. 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 (Pubitemid 46437714)
52. 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 functions Int J Electr Power Energy Syst 32 9 2010 921 935
53. 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
54. J.J. Cai, Q. Li, L.X. Li, H.P. Peng, and Y.X. Yang A hybrid FCASO-SQP method for solving the economic dispatch problems with valve-point effects Energy 38 2012 346 353
55. A. Srinivasa Reddy, and K. Vaisakh Comment on "A hybrid FCASO-SQP method for solving the economic dispatch problems with valve-point effects" [Energy 38 (2012) 346-353] Energy 45 1 2012 1076
56. A. Srinivasa Reddy, and K. Vaisakh Discussion of "Bhattacharya, A., & Chattopadhyay, P.K. (2010). Solving complex economic load dispatch problems using biogeography-based optimization. Expert Systems with Applications, 37(5), 3605-3615" Expert Syst Appl 39 18 2012 13547 13548
57. P. Subbaraj, R. Rengaraj, S. Salivahanan, and T.R. Senthilkumar Parallel particle swarm optimization with modified stochastic acceleration factors for solving large scale economic dispatch problem Int J Electr Power Energy Syst 32 9 2010 1014 1023
58. 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
59. L.S. Coelho, and V.C. Mariani An efficient cultural self-organizing migrating strategy for economic dispatch optimization with valve-point effect Energy Convers Manage 51 12 2010 2580 2587
60. Perez-Guerrero RE, Cedenio-Maldonado RJ. Economic power dispatch with non-smooth cost functions using differential evolution. In: Proceedings of the 37th annual North American power, symposium; October, 2005. p. 183-90. (Pubitemid 44872803)
61. T. Niknam, H.D. Mojarrad, H.Z. Meymand, and B.B. Firouzi A new honey bee mating optimization algorithm for non-smooth economic dispatch Energy 36 2 2011 896 908
62. T. Niknam, H.D. Mojarrad, and H.Z. Meymand Non-smooth economic dispatch computation by fuzzy and self adaptive particle swarm optimization Appl Soft Comput 11 2 2011 2805 2817
63. T. Niknam, H.D. Mojarrad, and H.Z. Meymand A new particle swarm optimization for non-convex economic dispatch Euro Trans Electr Power 21 1 2011 656 679
64. T. Niknam, H.D. Mojarrad, and H.Z. Meymand A novel hybrid particle swarm optimization for economic dispatch with valve-point loading effects Energy Convers Manage 52 4 2011 1800 1809
65. K. Zare, M.T. Haque, and E. Davoodi Solving non-convex economic dispatch problem with valve point effects using modified group search optimizer method Electr Power Syst Res 84 2012 83 89
66. A. SrinivasaReddy, K. Vaisakh, and A. Vaccaro Discussion of ''Solving non-convex economic dispatch problem with valve point effects using modified group search optimizer method'' by Kazem Zare et al. ''Electric Power Systems Research'' 84 (2012) 83-89 Electr Power Syst Res 2012 10.1016/j.epsr.2012.08.003
67. M. Moradi-Dalvand, B. Mohammadi-Ivatloo, A. Najafi, and A. Rabiee Continuous quick group search optimizer for solving non-convex economic dispatch problems Electr Power Syst Res 93 2012 93 105
68. 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 2012 508 516
69. J.B. Park, Y.W. Jeong, J.R. Shin, and K.Y. Lee An improved particle swarm optimization for nonconvex economic dispatch problems IEEE Trans Power Syst 25 1 2010 156 166
70. R. Azizipanah-Abarghooee, T. Niknam, A. Roosta, A.R. Malekpour, and M. Zarethe Probabilistic multiobjective wind-Thermal economic emission dispatch based on point estimated method Energy 37 1 2012 322 335