A hybrid of real coded genetic algorithm and artificial fish swarm algorithm for short-term optimal hydrothermal scheduling

International Journal of Electrical Power and Energy Systems

Volumn 62, Issue , 2014, Pages 617-629

  Fang, Na ^a,b   Zhou, Jianzhong ^a   Zhang, Rui ^a   Liu, Yi ^a   Zhang, Yongchuan ^a  

^a HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^b HUBEI UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Artificial fish swarm algorithm; Constraints handling; Real coded genetic algorithm; Short term hydrothermal scheduling

Indexed keywords

ALGORITHMS; CONSTRAINT THEORY; GENETIC ALGORITHMS; NONLINEAR PROGRAMMING; OPTIMAL SYSTEMS; RESERVOIRS (WATER); SOLAR BUILDINGS;

ARTIFICIAL FISH SWARM ALGORITHMS; CONSTRAINTS HANDLING; HYDRO-THERMAL SCHEDULING; HYDROTHERMAL SYSTEM; INEQUALITY CONSTRAINT; NON-LINEAR OPTIMIZATION PROBLEMS; REAL CODED GENETIC ALGORITHM; SHORT-TERM HYDROTHERMAL SCHEDULING;

SCHEDULING;

EID: 84902194501     PISSN: 01420615     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijepes.2014.05.017     Document Type: Article

References (56)

1. S. Kumar, and R. Naresh Efficient real coded genetic algorithm to solve the non-convex hydrothermal scheduling problem Int J Electr Power Energy Syst 29 10 2007 738 747 (Pubitemid 350046810)
2. N. Amjady, and H.R. Soleymanpour Daily hydrothermal generation scheduling by a new modified adaptive particle swarm optimization technique Electr Power Syst Res 80 6 2010 723 732
3. J.S. Yang, and C. Nanming Short term hydrothermal coordination using multi-pass dynamic programming IEEE Trans Power Syst 4 3 1989 1050 1056
4. S.C. Chang, C.H. Chen, I.K. Fong, and P.B. Luh Hydroelectric generation scheduling with an effective differential dynamic programming algorithm IEEE Trans Power Syst 5 3 1990 737 743
5. M. Piekutowski, T. Litwinowicz, and R. Frowd Optimal short-term scheduling for a large-scale cascaded hydro system IEEE Trans Power Syst 9 2 1994 805 811
6. C.A. Li, P.J. Jap, and D.L. Streiffert Implementation of network flow programming to the hydrothermal coordination in an energy management system IEEE Trans Power Syst 8 3 1993 1045 1053
7. G.G. Oliveira, and S. Soares A second order network flow algorithm for hydrothermal scheduling IEEE Trans Power Syst 10 3 1995 1635 1641
8. G.W. Chang, M. Aganagic, J.G. Waight, J. Medina, T. Burton, and S. Reeves et al. Experiences with mixed integer linear programming based approaches on short-term hydro scheduling IEEE Trans Power Syst 16 4 2001 743 749 (Pubitemid 33106122)
9. O. Nilsson, and D. Sjelvgren Mixed-integer programming applied to short-term planning of a hydro-thermal system IEEE Trans Power Syst 11 1 1996 281 286 (Pubitemid 126781154)
10. D. Sjelvgren, H. Brännlund, and T.S. Dillon Large-scale non-linear programming applied to operations planning Int J Electr Power Energy Syst 11 3 1989 213 217
11. M.S. Salam, K.M. Nor, and A.R. Hamdam Hydrothermal scheduling based Lagrangian relaxation approach to hydrothermal coordination IEEE Trans Power Syst 13 1 1998 226 235
12. R. Naresh, and J. Sharma Two-phase neural network based solution technique for short term hydrothermal scheduling IEE Proc: Gener, Transm Distrib 146 6 1999 657 663 (Pubitemid 30530132)
13. M. Basu Hopfield neural networks for optimal scheduling of fixed head hydrothermal power systems Electr Power Syst Res 64 1 2003 11 15 (Pubitemid 35384465)
14. K.P. Wong, and Y.W. Wong Short-term hydrothermal scheduling part. I. Simulated annealing approach IEE Proc: Gener, Transm Distrib 141 5 1994 497 501
15. X. Bai, and S.M. Shahidehpour Hydro-thermal scheduling by tabu search and decomposition method IEEE Trans Power Syst 11 2 1996 968 974 (Pubitemid 126781243)
16. S.J. Huang Enhancement of hydroelectric generation scheduling using ant colony system based optimization approaches IEEE Trans Energy Convers 16 3 2001 296 301
17. B. Yu, X. Yuan, and J. Wang Short-term hydro-thermal scheduling using particle swarm optimization method Energy Convers Manage 48 7 2007 1902 1908 (Pubitemid 46660279)
18. K.K. Mandal, M. Basu, and N. Chakraborty Particle swarm optimization technique based short-term hydrothermal scheduling Appl Soft Comput 8 4 2008 1392 1399
19. P.K. Hota, A.K. Barisal, and R. Chakrabarti An improved PSO technique for short-term optimal hydrothermal scheduling Electr Power Syst Res 79 7 2009 1047 1053
20. S. Lu, C. Sun, and Z. Lu An improved quantum-behaved particle swarm optimization method for short-term combined economic emission hydrothermal scheduling Energy Convers Manage 51 3 2010 561 571
21. Y. Wang, J. Zhou, C. Zhou, Y. Wang, H. Qin, and Y. Lu An improved self-adaptive PSO technique for short-term hydrothermal scheduling Expert Syst Appl 39 3 2012 2288 2295
22. A. Immanuel Selvakumar Civilized swarm optimization for multiobjective short-term hydrothermal scheduling Int J Electr Power Energy Syst 51 2013 178 189
23. M. Basu Improved differential evolution for short-term hydrothermal scheduling Int J Electr Power Energy Syst 58 2014 91 100
24. Y. Wang, J. Zhou, L. Mo, S. Ouyang, and Y. Zhang A clonal real-coded quantum-inspired evolutionary algorithm with Cauchy mutation for short-term hydrothermal generation scheduling Int J Electr Power Energy Syst 43 1 2012 1228 1240
25. Y. Wang, J. Zhou, L. Mo, R. Zhang, and Y. Zhang Short-term hydrothermal generation scheduling using differential real-coded quantum-inspired evolutionary algorithm Energy 44 1 2012 657 671
26. X. Liao, J. Zhou, S. Ouyang, R. Zhang, and Y. Zhang An adaptive chaotic artificial bee colony algorithm for short-term hydrothermal generation scheduling Int J Electr Power Energy Syst 53 2013 34 42
27. J. Zhou, X. Liao, S. Ouyang, R. Zhang, and Y. Zhang Multi-objective artificial bee colony algorithm for short-term scheduling of hydrothermal system Int J Electr Power Energy Syst 55 2014 542 553
28. M. Basu An interactive fuzzy satisfying method based on evolutionary programming technique for multiobjective short-term hydrothermal scheduling Electr Power Syst Res 69 2-3 2004 277 285
29. S. Sivasubramani, and K. Shanti Swarup Hybrid DE-SQP algorithm for non-convex short term hydrothermal scheduling problem Energy Convers Manage 52 1 2011 757 761
30. S. Baskar, P. Subbaraj, and M.V.C. Rao Hybrid real coded genetic algorithm solution to economic dispatch problem Comput Electr Eng 29 3 2003 407 419 (Pubitemid 35460078)
31. N. Tutkun Parameter estimation in mathematical models using the real coded genetic algorithms Expert Syst Appl 36 2 2009 3342 3345
32. K. Asan Mohideen, G. Saravanakumar, K. Valarmathi, D. Devaraj, and T.K. Radhakrishnan Real-coded genetic algorithm for system identification and tuning of a modified model reference adaptive controller for a hybrid tank system Appl Math Model 37 6 2013 3829 3847
33. W. Shen, X. Guo, C. Wu, and D. Wu Forecasting stock indices using radial basis function neural networks optimized by artificial fish swarm algorithm Knowl-Based Syst 24 3 2011 378 385
34. H.C. Tsai, and Y.H. Lin Modification of the fish swarm algorithm with particle swarm optimization formulation and communication behavior Appl Soft Comput 11 8 2011 5367 5374
35. Tao D, Tang S, Liu L, Constrained artificial fish-swarm based area coverage optimization algorithm for directional sensor networks, 2013 IEEE 10th international conference on mobile ad-hoc and sensor systems, 2013, 304-309.
36. S. Kumar, and R. Naresh Nonconvex economic load dispatch using an efficient real-coded genetic algorithm Appl Soft Comput 9 1 2009 321 329
37. S.O. Orero, and M.R. Irving A genetic algorithm modelling framework and solution technique for short term optimal hydrothermal scheduling IEEE Trans Power Syst 13 2 1998 501 518 (Pubitemid 128748900)
38. K. Deep, and M. Thakur A new crossover operator for real coded genetic algorithms Appl Math Comput 188 1 2007 895 911 (Pubitemid 46686773)
39. Z. Michalewicz Genetic algorithms + data structures = evolution programs 1996 Springer-Verlag
40. P. Subbaraj, and P.N. Rajnarayanan Optimal reactive power dispatch using self-adaptive real coded genetic algorithm Electr Power Syst Res 79 2 2009 374 381
41. A.R. Phadke, M. Fozdar, and K.R. Niazi A new technique for computation of closest saddle-node bifurcation point of power system using real coded genetic algorithm Int J Electr Power Energy Syst 33 5 2011 1203 1210
42. A.K. Al-Othman, N.A. Ahmed, M.E. AlSharidah, and H.A. AlMekhaizim A hybrid real coded genetic algorithm - pattern search approach for selective harmonic elimination of PWM AC/AC voltage controller Int J Electr Power Energy Syst 44 1 2013 123 133
43. Y. Marinakis, and M. Marinaki A hybrid genetic - particle swarm optimization algorithm for the vehicle routing problem Expert Syst Appl 37 2 2010 1446 1455
44. S.Y.W. Wong Hybrid simulated annealing/genetic algorithm approach to short-term hydro-thermal scheduling with multiple thermal plants Int J Electr Power Energy Syst 23 7 2001 565 575
45. K. Deb, and R.B. Agrawal Simulated binary crossover for continuous search space Complex Syst 9 1995 115 148 (Pubitemid 126034016)
46. K. Deb An efficient constraint handling method for genetic algorithms Comput Methods Appl Mech Eng 186 2-4 2000 311 338
47. K. Deep, and M. Thakur A new mutation operator for real coded genetic algorithms Appl Math Comput 193 1 2007 211 230 (Pubitemid 47562555)
48. X. Li, Z. Shao, and J. Qian An optimizing method based on autonomous animats: fish-swarm algorithm Syst Eng Theory Pract 22 11 2002 32 38
49. N. Sinha, R. Chakrabarti, and P.K. Chattopadhyay Fast evolutionary programming techniques for short-term hydrothermal scheduling Electr Power Syst Res 66 2 2003 97 103
50. X. Yuan, L. Wang, and Y. Yuan Application of enhanced PSO approach to optimal scheduling of hydro system Energy Convers Manage 49 11 2008 2966 2972
51. L. Lakshminarasimman, and S. Subramanian Short-term scheduling of hydrothermal power system with cascaded reservoirs by using modified differential evolution IEE Proc - Gener, Transmission Distrib 153 6 2006 693
52. P.K. Roy Teaching learning based optimization for short-term hydrothermal scheduling problem considering valve point effect and prohibited discharge constraint Int J Electr Power Energy Syst 53 2013 10 19
53. L. Lakshminarasimman, and S. Subramanian A modified hybrid differential evolution for short-term scheduling of hydrothermal power systems with cascaded reservoirs Energy Convers Manage 49 10 2008 2513 2521
54. C. Sun, and S. Lu Short-term combined economic emission hydrothermal scheduling using improved quantum-behaved particle swarm optimization Expert Syst Appl 37 6 2010 4232 4241
55. R.K. Swain, A.K. Barisal, P.K. Hota, and R. Chakrabarti Short-term hydrothermal scheduling using clonal selection algorithm Int J Electr Power Energy Syst 33 3 2011 647 656
56. P. Kumar Roy, A. Sur, and D.K. Pradhan Optimal short-term hydro-thermal scheduling using quasi-oppositional teaching learning based optimization Eng Appl Artif Intell 26 10 2013 2516 2524