Hybrid imperialist competitive-sequential quadratic programming (HIC-SQP) algorithm for solving economic load dispatch with incorporating stochastic wind power: A comparative study on heuristic optimization techniques

Energy Conversion and Management

Volumn 84, Issue , 2014, Pages 30-40

  Morshed, Mohammad Javad ^a   Asgharpour, Alireza ^b  

^a UNIVERSITY OF ISFAHAN   (Iran)

^b SHAHID CHAMRAN UNIVERSITY OF AHVAZ   (Iran)

Author keywords

Economic load dispatch; Imperialist competitive algorithm; Non smooth cost functions; Sequential quadratic programming; Stochastic wind power

Indexed keywords

ALGORITHMS; HEURISTIC METHODS; OPTIMIZATION; STOCHASTIC SYSTEMS;

ECONOMIC LOAD DISPATCH; IMPERIALIST COMPETITIVE ALGORITHMS; NON-SMOOTH COST FUNCTIONS; SEQUENTIAL QUADRATIC PROGRAMMING; STOCHASTIC WINDS;

WIND POWER;

EID: 84899562866     PISSN: 01968904     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enconman.2014.04.006     Document Type: Article

References (48)

1. R-A. Hooshmand, M. Parastegari, and M.J. Morshed Emission, reserve and economic load dispatch problem with non-smooth and non-convex cost functions using the hybrid bacterial foraging-Nelder-Mead algorithm Appl Energy 89 2012 443 453
2. X. Liu, and W. Xu Minimum emission dispatch constrained by stochastic wind power availability and cost IEEE Trans Power Syst 25 2010 1705 1713
3. H.R. Abdolmohammadi, and A. Kazemi A benders decomposition approach for a combined heat and power economic dispatch Energy Conv Manag 71 2013 21 31
4. Y.C. Chang, T.Y. Lee, C.L. Chen, and R.M. Jan Optimal power flow of a wind-thermal generation system Elect Power Energy Syst 55 2014 312 320
5. A. Bhattacharya, and P.K. Chattopadhyay Solving complex economic load dispatch problems using biogeography-based optimization Expert Syst Appl 37 2009 3605 3615
6. A. Bhattacharya, and P.K. Chattopadhyay Hybrid differential evolution with biogeography-based optimization for solution of economic load dispatch IEEE Trans Power Syst 25 2010 1955 1964
7. A. Bhattacharya, and P.K. Chattopadhyay Solution of economic power dispatch problems using oppositional biogeography-based optimization Electr Power Compon Syst 38 2010 1139 1160
8. J.K. Vlachogiannis, and Y.L. Kwang Economic load dispatch-a comparative study on heuristic optimization techniques with an improved coordinated aggregation-based PSO IEEE Trans Power Syst 24 2009 991 1001
9. K.T. Chaturvedi, M. Pandit, and L. Srivastava Self-organizing hierarchical particle swarm optimization for nonconvex economic dispatch IEEE Trans Power Syst 23 2008 1079 1087
10. B.K. Panigrahi, V.R. Pandi, and S. Das Adaptive particle swarm optimization approach for static and dynamic economic load dispatch Energy Conv Manage 49 2008 1407 1415
11. C.C. Kuo A novel coding scheme for practical economic dispatch by modified particle swarm approach IEEE Trans Power Syst 23 2008 1825 1835
12. A.I. Selvakumar, and K. Thanushkodi A new particle swarm optimization solution to nonconvex economic dispatch problems IEEE Trans Power Syst 22 2007 42 51 (Pubitemid 46437714)
13. H. Lu, P. Sriyanyong, T.H. Song, and T. Dillon Experimental study of a new hybrid PSO with mutation for economic dispatch with non-smooth cost function Int J Elect Power Energy Syst 32 2010 921 935
14. K. Meng, Z.Y. Dong, H.G. Wang, and K.P. Wang Quantum-inspired particle swarm optimization for valve-point economic load dispatch IEEE Trans Power Syst 25 2010 215 222
15. J-B. Parkr, 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 2010 156 166
16. V. Hosseinnezhad, and E. Babaei Economic load dispatch using θ-PSO Elect Power Energy Syst 49 2013 160 169
17. S. Chalermchaiarbha, and W. Ongsakul Stochastic weight trade-off particle swarm optimization for nonconvex economic dispatch Energy Conv Manag 70 2013 66 75
18. J. Cai, Q. Li, Q. Li, H. Peng, and Y. Yang A hybrid CPSO-SQP method for economic dispatch considering the valve-point effects Energy Conv Manag 53 2012 175 181
19. C.-L. Chiang Genetic-based algorithm for power economic load dispatch IET Gen Transm Distrib 1 2007 261 269 (Pubitemid 46582793)
20. J.S. Alsumait, J.K. Sykulski, and A.K. Al-Othman A hybrid GA-PS-SQP method to solve power system valve-point economic dispatch problems Appl Energy 87 2010 1773 1781
21. N. Amjady, and H. Nasiri-Rad Nonconvex economic dispatch with ac constraints by a new real coded genetic algorithm IEEE Trans Power Syst 24 2009 1489 1502
22. N. Nomana, and H. Iba Differential evolution for economic load dispatch problems Elect Power Syst Res 78 2008 1322 1331
23. B.K. Panigrahi, and V.R. Pandi Bacterial foraging optimisation: Nelder-Mead hybrid algorithm for economic load dispatch IET Gen Transm Distrib 2 2008 556 565 (Pubitemid 351746532)
24. R. Arul, G. Ravi, and S. Velusami Chaotic self-adaptive differential harmony search algorithm based dynamic economic dispatch Elect Power Energy Syst 50 2013 85 96
25. B. Jeddi, and V. Vahidinasab A modified harmony search method for environmental/economic load dispatch of real-world power systems Energy Conv Manag 78 2014 661 675
26. B.K. Panigrahi, S.R. Yadav, S. Agrawal, and M.K. Tiwari A clonal algorithm to solve economic load dispatch Elect Power Syst Res 77 2007 1381 1389 (Pubitemid 46803158)
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 Gen Transm Distrib 152 2005 653 660 (Pubitemid 41413272)
28. A. Pereira-Neto, C. Unsihuay, and O.R. Saavedra Reply concerning the comments on efficient evolutionary strategy optimization procedure to solve the nonconvex economic dispatch problem with generator constraints IET Gen Transm Distrib 1 2007 366 367 (Pubitemid 46582806)
29. S. Pothiya, I. Ngamroo, and W. Kongprawechnon Ant colony optimization for economic dispatch problem with non-smooth cost functions Int J Elect Power Energy Syst 32 2010 478 487
30. B. Mandal, P.K. Roy, and S. Mandal Economic load dispatch using krill herd algorithm Elect Power Energy Syst 57 2014 1 10
31. M. Basu, and A. Chowdhury Cuckoo search algorithm for economic dispatch Energy 60 2013 99 108
32. D. AydIna, and S. Ozyonb Solution to non-convex economic dispatch problem with valve point effects by incremental artificial bee colony with local search Appl Soft Comp 13 2013 2456 2466
33. H. Shayeghi, and A. Ghasemi A modified artificial bee colony based on chaos theory for solving non-convex emission/economic dispatch Energy Conv Manag 80 2014 457 468
34. M. Pourakbari-Kasmaei, and M. Rashidi-Nejad An effortless hybrid method to solve economic load dispatch problem in power systems Energy Conv Manag 52 2011 2854 2860
35. A. Hadidi, M. Hadidi, and A. Nazari A new design approach for shell-and-tube heat exchangers using imperialist competitive algorithm (ICA) from economic point of view Energy Conv Manag 67 2013 66 74
36. S. Nazari-Shirkouhi, H. Eivazy, R. Ghodsi, K. Rezaie, and E. Atashpaz-Gargari Solving the integrated product mix-outsourcing problem using the imperialist competitive algorithm Expert Syst Appl 37 2010 7615 7626
37. C. Lucas, Z. Nasiri-Gheidari, and F. Tootoonchian Application of an imperialist competitive algorithm to the design of a linear induction motor Energy Conv Manag 51 2010 1407 1411
38. T. Niknam, R. Taherian Fard, N. Pourjafarian, and A.R. Rousta An efficient hybrid algorithm based on modified imperialist competitive algorithm and K-means for data clustering Eng Appl Artificial Intell 24 2011 306 317
39. X. Yuana, B. Jia, and S. Zhang An improved artificial physical optimization algorithm for dynamic dispatch of generators with valve-point effects and wind power Energy Conv Manag 82 2014 92 105
40. G. Xiong, Y. Li, J. Chen, D. Shi, and X. Duan Polyphyletic migration operator and orthogonal learning aided biogeography-based optimization for dynamic economic dispatch with valve-point effects Energy Conv Manag 80 2014 457 468
41. H. Saadat Power systems analysis 3rd ed. 2010 McGraw-Hill
42. S. Ozyon, and D. Aydin Incremental artificial bee colony with local search to economic dispatch problem with ramp rate limits and prohibited operating zones Energy Conv Manag 65 2013 397 407
43. H. Shayeghi, and Y. Hashemi Technical-economic analysis of including wind farms and HFC to solve hybrid TNEM-RPM problem in the deregulated environment Energy Conv Manag 80 2014 447 490
44. Behnam Mohammadi-ivatloo, Abbas Rabiee, and Mehdi Ehsan Time-varying acceleration coefficients IPSO for solving dynamic economic dispatch with non-smooth cost function Energy Conv Manag 56 2012 175 183
45. S. Nazari-Shirkouhi, H. Eivazy, R. Ghodsi, K. Rezaie, and E. Atashpaz-Gargari Solving the integrated product mix-outsourcing problem using the imperialist competitive algorithm Expert Syst Appl 37 2010 7615 7626
46. B. Mohammadi-ivatloo, A. Rabiee, A. Soroudi, and M. Ehsan Imperialist competitive algorithm for solving non-convex dynamic economic power dispatch Energy 44 2012 228 240
47. A. Khodabakhshian, M. Ezatabadi Pour, and R. Hooshmand Design of a robust load frequency control using sequential quadratic programming technique Elect Power Energy Syst 40 2012 1 8
48. R. Azizipanah-Abarghooee, T. Niknam, A. Roosta, A. Malekpour, and M. Zare Probabilistic multiobjective wind-thermal economic emission dispatch based on point estimated method Energy 37 2012 322 335