Capacity optimization of hydropower storage projects using particle swarm optimization algorithm

Journal of Hydroinformatics

Volumn 12, Issue 3, 2010, Pages 275-291

  Mousavi, S Jamshid ^a   Shourian, M ^a  

^a AMIRKABIR UNIVERSITY OF TECHNOLOGY   (Iran)

Author keywords

Capacity optimization; Hydropower systems; Particle swarm optimization

Indexed keywords

EID: 78149444485     PISSN: 14647141     EISSN: None     Source Type: Journal    
DOI: 10.2166/hydro.2009.039     Document Type: Article

References (36)

1. Afzali, R., Mousavi, S. J. & Ghaheri, A. 2008 Reliability-based simulation-optimization model for multireservoir hydropower systems operations: Khersan experience. J. Water Res. Plann. Manage. 134 (1), 24-33.
2. Bakhtyar, R., Mousavi, S. J. & Afshar, A. 2007 Dynamic programming approach to optimal design of cascade stilling basins. J. Hydraul. Eng. 133 (8), 949-954.
3. Baltar, A. M. & Fontane, D. G. 2006 A multiobjective particle swarm optimization model for reservoir operations and planning. In: Joint International Conference on Computing and Decision Making in Civil and Building Engineering, Montreal, Canada.
4. Barros, M. T. L., Tsai, F. T.-C., Yang, S., Lopes, J. E. G. & Yeh, W. W.-G. 2003 Optimization of large-scale hydropower system operations. J. Water Res. Plann. Manage. 129 (3), 178-188.
5. Bozorg Haddad, O., Afshar, A. & Marino, M. A. 2008 Honey-bee mating optimization (HBMO) algorithm in deriving optimal operation rules for reservoirs. J. Hydroinf. 10 (3), 257-264.
6. Bussieck, M. R. & Pruessner, A. 2003 Mixed-integer nonlinear programming, SIAG/OPT Newsletter: Views & News. Available online: http://www.mat.univie.ac.at/-neum/glopt/mss/BusP03.pdf
7. Carlisle, A. & Dozier, G. 2001 An off-the-shelf PSO. In: Proceedings of the Workshop on Particle Swarm Optimization, Indianapolis, IA. IUPUI, Indianapolis, IN, pp. 1-6.
8. Dandy, G. C., Connarty, M. C. & Loucks, D. P. 1997 Comparison of methods for yield assessment of multiple reservoir systems. J. Water Res. Plann. Manage. 123 (6), 350-358.
9. Diaz, G. E. & Fontane, D. G. 1989 Hydropower optimization via sequential quadratic programming. J. Water Res. Plann. Manage. 115 (6), 715-733.
10. Eberhart, R. C. & Kennedy, J. 1995 A new optimizer using particle swarm theory. In: Proceedings of the Sixth Symposium on Micro Machine and Human Science IEEE Service Center, Piscataway, NJ, pp. 39-43.
11. Eberhart, R. C., Simpson, P. & Dobbins, R. 1996 Computational Intelligence PC Tools. Academic, New York.
12. Fletcher, S. G. & Ponnambalam, K. 1998 A constrained state formulation for the stochastic control of multireservoir systems. Water Resour. Res. 34 (2), 257-270.
13. Ford, D. T. 1990 Reservoir storage reallocation analysis with PC. J. Water Res. Plann. Manage. 116 (3), 402-416.
14. Gablinger, M. & Loucks, D. P. 1970 Markov models for flow regulation. J. Hydraul. Div. 96 (1), 165-181.
15. Ginn, T. R. & Houck, M. H. 1989 Calibration of an objective function for the optimization of real-time reservoir operations. Water Resour. Res. 25 (4), 591-603.
16. Grygier, J. C. & Stedinger, J. R. 1985 Algorithms for optimizing hydropower system operation. Water Resour. Res. 21 (1), 1-10.
17. Kennedy, J. & Eberhart, R. C. 1995 Particle swarm optimization. In: Proceedings of the IEEE International Joint Conference on Neural Networks. IEEE Service Center, Piscataway, NJ, pp. 1942-1948.
18. Kennedy, J., Eberhart, R. C. & Shi, Y. 2001 Swarm Intelligence. Morgan Kaufmann, San Francisco.
19. Kim, Y. O. & Palmer, R. N. 1997 Value of seasonal flow forecasts in Bayesian stochastic programming. J. Water Res. Plann. Manage. 123 (6), 327-335.
20. Kumar, D. N. & Reddy, M. J. 2007 Multipurpose reservoir operation using particle swarm optimization. J. Water Resour. Plann. Manage. 133 (3), 192-201.
21. LINDO Systems Inc 2006 LINGO 10 User's Manual. LINDO Systems Inc., Chicago.
22. Liu, H. & Abraham, A. 2001 Fuzzy adaptive turbulent particle swarm optimization. In: Proceedings of IEEE International Conference on Evolutionary Computation. IEEE Service Center, Piscataway, NJ, pp. 101-106.
23. Loucks, D. P. & Sigvaldason, T. 1982 Multiple-reservoir operation in North America. In Operation of Multiple Reservoir Systems (ed. Z. Kaczmarek & J. Kindler). International Institute for Applied Systems Analysis, Laxenburg, Austria.
24. Lund, J. & Guzman, J. 1999 Some derived operating rules for reservoirs in series or in parallel. J. Water Res. Plann. Manage. 125 (3), 143-153.
25. Mahab-Ghods Consulting Engineers 2002 Report on Economic Evaluation of Bakhtiari Dam Project. Water Resources Division.
26. Marino, A. & Loaiciga, A. 1985 Quadratic model for reservoir management application to the central valley project. Water Resour. Res. 21 (5), 631-641.
27. Mousavi, S. J., Gholami-Zanousi, A. & Afahar, A. 2004a Optimization and simulation of a multiple reservoir system operation. J. Water Supply Res. Technol. AQUA 56 (6), 409-424.
28. Mousavi, S. J., Shokrvand, K. & Seifi, A. 2004b Application of an interior-points algorithm for optimization of a large-scale reservoir system. Water Resour. Manage. 18, 519-540.
29. Ndiritu, J. G. 2005 Maximising water supply system yield subject to multiple reliability constraints via simulation-optimisation. Water SA 31 (4), 423-433.
30. Paudyal, G. N., Shrestha, D. L. & Bogardi, J. J. 1990 Optimal of hydropower system configuration based on operational analysis. J. Water Res. Plann. Manage. 116 (2), 233-246.
31. Pereira, F. & Pinto, G. 1985 Stochastic optimization of a multireservoir hydroelectric system: a decomposition approach. Water Resour. Res. 21, 779-792.
32. Powell, D. 1983 Variable metric methods for constrained optimization. In Mathematical Programming: The State of the Art (ed. A. Bachem, M. Grotschel & B. Korte), pp. 228-311. Springer-Verlag, New York.
33. Shi, Y. & Eberhart, R. C. 1998a Parameter selection in particle swarm optimization. In Evolutionary Programming VII (ed. V. W. Porto, N. Saravanan, D. Waagen & A. E. Eiben), pp. 611-616. Springer-Verlag, Berlin.
34. Shi, Y. & Eberhart, R. C. 1998b A modified particle swarm optimizer. In: Proceedings of the IEEE Conference on Evolutionary Computation, Anchorage, AK. IEEE, pp. 69-73.
35. Tu, M.-Y., Hsu, N. S. & Yeh, W. G. 2003 Optimization of reservoir management and operation with hedging rules. J. Water Resour. Plann. Manage. 129(2), 86-97.
36. Yeh, W. G., Becker, G. L. & Chu, W. S. 1979 Real-time hourly reservoir operation. J. Water Res. Plann. Manage. 105 (2), 187-203.