Short-Term Flood Control and Long-Term Energy Maximization in Multi-reservoir Systems Using Improved Particle Swarm Optimization

Date

2021-09-01

Author

Guvengir, Umut
Savaşaneril Tüfekci, Seçil
Altan Sakarya, Ayşe Burcu
Buhan, Serkan

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In this study, a model is developed for short-term flood control of a complex multi-reservoir system located on one of the largest basins in Turkey. The managing body of the reservoirs requires that short-term real-time flood control is used in conjunction with the long-term operation for energy maximization. For this purpose, a novel operating framework is developed to couple short-term and long-term decisions. The resulting optimization problems are a large scale and nonlinear. Hence, the solution is maintained by developing an improved epoch-based particle swarm optimization (PSO) method. The proposed solution is general and can be used for any watershed with different layouts of several reservoirs having anticipated inflows and pre-defined release and storage constraints. It is the first time PSO is used for such a complex large-scale problem within flood control context. The developed optimization model was applied to a sample basin having 10 reservoirs with general layout of the mixed structures. The results obtained were compared to the real operational data and it was found that a solution with less flooding and more energy production would have been possible if the proposed methodology were utilized.

URI

https://hdl.handle.net/11511/93914

Journal

WATER RESOURCES MANAGEMENT

DOI

https://doi.org/10.1007/s11269-021-02947-8

Collections

Department of Industrial Engineering, Article

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Citation Formats

U. Guvengir, S. Savaşaneril Tüfekci, A. B. Altan Sakarya, and S. Buhan, “Short-Term Flood Control and Long-Term Energy Maximization in Multi-reservoir Systems Using Improved Particle Swarm Optimization,” WATER RESOURCES MANAGEMENT, pp. 0–0, 2021, Accessed: 00, 2021. [Online]. Available: https://hdl.handle.net/11511/93914.