Non-smooth economic dispatch computation by fuzzy and self adaptive particle swarm optimization

Applied Soft Computing Journal

Volumn 11, Issue 2, 2011, Pages 2805-2817

  Niknam, Taher ^a   Mojarrad, Hasan Doagou ^a   Meymand, Hamed Zeinoddini ^a  

^a SHIRAZ UNIVERSITY OF TECHNOLOGY   (Iran)

Author keywords

Economic dispatch; Multi fuel effects; Mutation operator; New adaptive particle swarm optimization (NAPSO); Self adaptive parameter control

Indexed keywords

ADAPTIVE PARTICLE SWARM OPTIMIZATIONS; ECONOMIC DISPATCH; MULTI-FUEL EFFECTS; MUTATION OPERATORS; SELF-ADAPTIVE;

ALGORITHMS; CONSTRAINED OPTIMIZATION; CONVERGENCE OF NUMERICAL METHODS; FUELS; MATHEMATICAL OPERATORS;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 78751631875     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2010.11.010     Document Type: Conference Paper

References (48)

1. 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
2. A.J. Wood, and B.F. Wollenberg Power Generation Operation and Control 1984 John Wiley & Sons New York
3. C.L. Chen, and C.L. Wang Branch-and-bound scheduling for thermal generating units IEEE Trans. Energy Convers. 8 2 1993 184 189
4. K.Y. Lee Fuel cost minimize at ion for both real- and reactive power dispatches IEE Proc. Part. C, Gener. Transm. Distr. 131 3 1984 85 93
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. A. Rong, H. Hakonen, and R. Lahdelma A variant of the dynamic programming algorithm for unit commitment of combined heat and power systems Eur. J. Oper. Res. 190 2008 741 755
7. S.S. Kumar, and V. Palanisamy A dynamic programming based fast computation Hopfield neural network for unit commitment and economic dispatch Electr. Power Syst. Res. 77 2007 917 925
8. 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 1328
9. P.H. Chen, and H.C. Chang Large-scale economic dispatch by genetic algorithm IEEE Trans. Power Syst. 10 4 1995 1919 1926
10. 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
11. Z.L. Gaing Particle swarm optimization to solving the economic dispatch considering the generator constraints IEEE Trans. Power Syst. 18 3 2003 1187 1195
12. W.M. Lin, F.S. Cheng, and M.T. Tsay Nonconvex economic dispatch by integrated artificial intelligence IEEE Trans. Power Syst. 16 2 2001 307 311
13. Y.X. Jin, H.Z. Cheng, J.Y. Yan, and L. Zhang New discrete method for particle swarm optimization and its application in transmission network expansion planning Electr. Power Syst. Res. 77 3-4 2007 227 233
14. C.J. Liao, C.T. Tseng, and P. Luarn A discrete version of particle swarm optimization for flowshop scheduling problems Comput. Oper. Res. 34 10 2007 3099 3111
15. J. Izquierdo, I. Montalvo, R. Pérez, and V.S. Fuertes Design optimization of wastewater collection networks by PSO Comput. Math. Appl. 56 3 2008 777 784
16. S. Janson, D. Merkle, and M. Middendorf Molecular docking with multi-objective particle swarm optimization Appl. Soft Comput. 8 1 2008 666 675
17. J. Kennedy, and R. Eberhart Particle swarm optimization IEEE Int. Conf. Neural Netw. 4 1995 1942 1948
18. Z.L. Gaing Particle swarm optimization to solving the economic dispatch considering the generator constraints IEEE Trans. Power Syst. 18 3 2003 661 669
19. J.B. Park, K.S. Lee, J.R. Shin, and K.Y. Lee A particle swarm optimization for economic dispatch with non-smooth cost functions IEEE Trans. Power Syst. 20 3 2005 34 39
20. A.E. Eiben, R. Hinterding, and Z. Michalewicz Parameter control in evolutionary algorithms IEEE Trans. Evol. Comput. 3 2 1999 124 141
21. P.H. Chen, and H.C. Chang Large-scale economic dispatch by genetic algorithm IEEE Trans. Power Syst. 10 1995 1919 1926
22. S.O. Orero, and M.R. Irving Economic dispatch of generators with prohibited operating zones: A genetic algorithm approach IEE Proc. Part C, Gener. Transm. Distr. 143 6 1996 529 533
23. C.E. Lin, and G.L. Viviani Hierarchical economic dispatch for piecewise quadratic cost functions IEEE Trans. Power Appl. Syst. 103 6 1984 1170 1175
24. S.Y. Lim, M. Montakhab, and H. Nouri Economic dispatch of power system using particle swarm optimization with constriction factor Int. J. Innov. Energy Syst. Power 4 2 2009 29 34
25. D.K. He, F.L. Wang, and Z.Z. Mao Hybrid genetic algorithm for economic dispatch with valve-point effect Electr. Power Syst. Res. 78 4 2008 626 633
26. P. Subbaraj, R. Rengaraj, and S. Salivahanan Enhancement of combined heat and power economic dispatch using self adaptive real-coded genetic algorithm Appl. Energy 86 6 2009 915 921
27. N. Noman, and H. Iba Differential evolution for economic load dispatch problems Electr. Power Syst. Res. 78 8 2008 1322 1331
28. 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 2009 327 339
29. R. Eberhart, and J. Kennedy A new optimizer using particle swarm theory Proceedings of the Sixth International Symposium on Micro Machine and Human Science Piscataway, NJ, IEEE Service Center 1995 39 43
30. M.S. Arumugam, and M.V.C. Rao On the improved performances of the particle swarm optimization algorithms with adaptive parameters, cross-over operators and root mean square (RMS) variants for computing optimal control of a class of hybrid systems Appl. Soft Comput. 8 1 2008 324 336
31. T. Niknam, H. Doagou Mojarrad, and M. Nayeripour A new fuzzy adaptive particle swarm optimization for non-smooth economic dispatch Energy 35 4 2010 1764 1778
32. T. Niknam, M. Nayeripour, J. Olamaei, and A. Arefi An efficient hybrid evolutionary optimization algorithm for daily Volt/Var control at distribution system including DGs Int. Rev. Electr. Eng. 3 3 2008 1 11
33. J. Olamaei, T. Niknam, and G. Gharehpetian Application of particle swarm optimization for distribution feeder reconfiguration considering distributed generators Appl. Math. Comput. J. 200 1-2 2008 575 586
34. T. Niknam, and B. Amiri An efficient hybrid approach based on PSO, ACO and k-means for cluster analysis Appl. Soft Comput. 10 1 2010 183 197
35. P. Bajpai, and S.N. Singh Fuzzy adaptive particle swarm optimization for bidding strategy in uniform price spot market IEEE Trans. Power Syst. 22 4 2007 2152 2160
36. J. Kennedy Small worlds and mega-minds: effects of neighborhood topology on particle swarm performance Proceedings of Congress Evolutionary Computation 3 IEEE Press, vol. 3, issue no. 3 1999 1931 1938
37. A. Ratnaweera, S.K. Halgamuge, and H.C. Watson Self-organizing hierarchical particle swarm optimizer with time varying acceleration coefficients IEEE Trans. Evol. Comput. 8 3 2004 240 255
38. X. Yuan, A. Su, Y. Yuan, H. Nie, and L. Wang An improved PSO for dynamic load dispatch of generators with valve-point effects Energy 34 1 2009 67 74
39. C. Jiejin, M. Xiaoqian, L. Lixiang, and P. Haipeng Chaotic particle swarm optimization for economic dispatch considering the generator constraints Energy Convers. Manage. 48 2007 645 653
40. A. Selvakumar, and K. Thanushkodi A new particle swarm optimization solution to nonconvex economic dispatch problems IEEE Trans. Power Syst. 22 1 2007 42 51
41. 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
42. 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
43. A. Selvakumar, and K. Thanushkodi Optimization using civilized swarm: solution to economic dispatch with multiple minima Electr. Power Syst. Res. 79 1 2009 8 16
44. B.K. Panigrahi, V.R. Pandi, and S. Das Adaptive particle swarm optimization approach for static and dynamic economic load dispatch Energy Convers. Manage. 49 6 2008 1407 1415
45. N. Sinha, R. Chakrabarti, and P.K. Chattopadhyay Evolutionary programming techniques for economic load dispatch IEEE Trans. Evol. Comput. 7 1 2003 83 94
46. 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
47. N. Amjady, and H. Nasiri-Rad 'Solution of nonconvex and nonsmooth economic dispatch by a new adaptive real coded genetic algorithm Expert Syst. Appl. 37 2010 5239 5245
48. S. Khamsawang, and S. Jiriwibhakorn DSPSO-TSA for economic dispatch problem with nonsmooth and noncontinuous cost functions Energy Convers. Manage. 51 2 2010 365 375