Short-term optimal operation of Three-gorge and Gezhouba cascade hydropower stations in non-flood season with operation rules from data mining

Energy Conversion and Management

Volumn 65, Issue , 2013, Pages 616-627

  Ma, Chao ^a   Lian, Jijian ^a   Wang, Junna ^b  

^a TIANJIN UNIVERSITY   (China)

^b CHINA INSTITUTE OF WATER RESOURCES AND HYDROPOWER RESEARCH   (China)

Author keywords

Cascade hydropower stations; Culture algorithm; Data mining; Operation rule; Optimal operation; Short term

Indexed keywords

CASCADE HYDROPOWER STATIONS; CULTURE ALGORITHM; OPERATION RULES; OPTIMAL OPERATION; SHORT-TERM;

DATA MINING; ELECTRIC GENERATORS; EVOLUTIONARY ALGORITHMS; OPTIMIZATION; WATER DISTRIBUTION SYSTEMS;

ICE CONTROL;

EID: 84868494607     PISSN: 01968904     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enconman.2012.08.024     Document Type: Article

References (31)

1. X.P. Wang, H. Qi, H.H. Xiao, and X.P. Zhang Series queuing network scheduling approach to co-scheduling model of Three Gorges-Gezhou dam J Syst Sci Complexity 23 4 2010 715 726
2. S.L. Guo, J.H. Chen, Y. Li, P. Liu, and T.Y. Li Joint operation of the multi-reservoir system of the Three Gorges and the Qingjiang Cascade Reservoirs Energies 4 7 2011 1036 1050
3. X.P. Zhang, X.H. Yuan, and Y.B. Yuan Improved hybrid simulated annealing algorithm for navigation scheduling for the two dams of the Three Gorges project Comput Math Appl 56 1 2008 151 159
4. C. Cheng, S. Liao, Z. Tang, and M. Zhao Comparison of particle swarm optimization and dynamic programming for large scale hydro unit load dispatch Energy Convers Manage 50 12 2009 3007 3014
5. J.P.S. Catalão, S.J.P.S. Mariano, V.M.F. Mendes, and L.A.F.M. Ferreira Scheduling of head-sensitive cascaded hydro systems: a nonlinear approach IEEE Trans Power Syst 24 1 2009 337 346
6. J.P.S. Catalão, H.M.I. Pousinho, and V.M.F. Mendes Hydro energy systems management in Portugal: profit-based evaluation of a mixed integer nonlinear approach Energy 36 1 2011 510 517
7. J.H. Yoo Maximization of hydropower generation through the application of a linear programming model J Hydrol 376 2009 182 187
8. A. Rong, H. Hakonen, and R. Lahdelma A dynamic regrouping based sequential dynamic programming algorithm for unit commitment of combined heat and power systems Energy Convers Manage 50 4 2009 1108 1115
9. 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
10. C.L. Chen Non-convex economic dispatch: a direct search approach Energy Convers Manage 48 1 2007 219 225
11. B. Alberto, D. Claudia, and L. Andrea An MILP approach for short-term hydro scheduling and unit commitment with head-dependent reservoir IEEE Trans Power Syst 23 3 2008 1115 1124
12. E. Finardi, E.D. Silva, and C. Sagastizabal Solving the unit commitment problem of hydropower plants via Lagrangian relaxation and sequential quadratic programming Comput Appl Math 24 3 2005 317 341
13. J.Q. Zhu, G.T. Chen, and H.L. Zhang A hybrid method for optimal scheduling of short-term electric power generation of cascaded hydroelectric plants based on particle swarm optimization and chance-constrained programming IEEE Trans Power Syst 23 4 2008 1570 1579
14. V.S. Kumar, and M.R. Mohan A genetic algorithm solution to the optimal short-term hydrothermal scheduling Int J Electr Power 33 4 2011 827 835
15. C.T. Cheng, W.C. Wang, D.M. Xu, and K.W. Chau Optimizing hydropower reservoir operation using hybrid genetic algorithm and chaos Water Resour Manage 22 7 2008 895 909
16. L.C. Chang, F.J. Chang, K.W. Wang, and S.Y. Dai Constrained genetic algorithms for optimizing multi-use reservoir operation J Hydrol 390 2010 66 74
17. P. Chaves, and T. Kojiri Deriving reservoir operational strategies considering water quantity and quality objectives by stochastic fuzzy neural networks Adv Water Resour 30 5 2007 1329 1341
18. P. Chaves, and F.J. Chang Intelligent reservoir operation system based on evolving artificial neural networks Adv Water Resour 31 6 2008 926 936
19. C.T. Cheng, S.L. Liao, Z.T. Tang, and M.Y. Zhao Comparison of particle swarm optimization and dynamic programming for large scale hydro unit load dispatch Energy Convers Manage 50 12 2009 3007 3012
20. X. Fu, A.Q. Li, L.P. Wang, and C.M. Ji Short-term scheduling of cascade reservoirs using an immune algorithm-based particle swarm optimization Comput Math Appl 62 6 2011 2463 2471
21. 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
22. I.H. Mohamad, and X.M. Cai Building more realistic reservoir optimization models using data mining-a case study of Shelbyville reservoir Adv Water Resour 34 6 2011 701 717
23. I.H. Mohamad, X.M. Cai, and B.L. Ruddell The role of hydrologic information in reservoir operation-learning form historical releases Adv Water Resour 31 12 2008 1636 1650
24. F. Soltani, R. Kerachian, and E. Shirangi Developing operating rules for reservoirs considering the water quality issues: application of ANFIS-based surrogate models Expert Syst Appl 37 9 2010 6639 6645
25. C. Ma, H.J. Wang, and J.J. Lian Short-term electricity dispatch optimization of Ertan hydropower plant based on data by field tests J Renew Sustain Energy 3 6 2011 1 15
26. Reynolds RG. An introduction to cultural algorithms. In: Proc 1994 the third annual conference on evolutionary programming, California, USA; 1994.
27. Reynolds RG, Peng B. Cultural algorithm: modeling of how cultures learn to solve problems. In: Proc 2004 the 16th IEEE international conference on tool with artificial intelligence, Washington DC, USA; 2004.
28. R.G. Reynolds, and S.N. Zhu Knowledge-based function optimization using fuzzy cultural algorithms with evolutionary programming IEEE Trans Syst Man Cybern B 31 1 2001 1 18
29. X.H. Yuan, and Y.B. Yuan Application of culture algorithm to generation scheduling of hydrothermal systems Energy Convers Manage 47 15 2006 2192 2201
30. Y.L. Lu, J.Z. Zhou, H. Qin, Y. Wang, and Y.C. Zhang A hybrid multi-objective cultural algorithm for short-term environmental/economic hydrothermal scheduling Energy Convers Manage 52 5 2011 2121 2134
31. R.L. Becerra, and C.A. Coello Cultured differential evolution for constrained optimization Comput Method Appl M 195 2006 4303 4322