Technical Papers
Oct 10, 2016

Multiobjective Optimal Operation of Gated Spillways

Publication: Journal of Irrigation and Drainage Engineering
Volume 143, Issue 2

Abstract

This paper develops an optimal, multistage operation of gated spillways for the Karkheh Reservoir, Iran. In each stage of the proposed method, the opening of the gates is proportional to the water level of the reservoir. Two novelties are introduced in this work. The first one is consideration of the absence of a spillway or the existence of blocked spillway gates as two operation scenarios. The second novelty is attributed to using improvement of dam safety as an objective function rather than a constraint of the optimization problem. A genetic algorithm (GA) was implemented for determining the optimal opening of gates to minimize downstream damages. The nondominated sorting genetic algorithm-II (NSGA-II) was applied to optimize the two objectives of minimizing downstream damages and reducing the probability of dam overtopping. This paper’s results reveal that increasing the number of stages of gate opening improved the value of the objective functions. On the other hand, the lack of spillways or blocked spillways increases the risk of dam overtopping for long return periods.

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References

Acanal, N., Yurtal, R., and Haktanir, T. (2000). “Multi-stage flood routing for gated reservoirs and conjunctive optimization of hydroelectricity income with flood losses.” Hydrol. Sci. J., 45(5), 675–688.
Afshar, A., and Salehi, A. (2011). “Gated spillways operation rules considering water surface elevation and flood peak: Application to Karkheh Dam.” World Environmental and Water Resources Congress: Bearing Knowledge for Sustainability, Environmental and Water Resources Institute of ASCE, Reston, VA, 3007–3015.
Ahmad, S., and Simonovic, S. P. (2000). “System dynamics modeling of reservoir operations for flood management.” J. Comput. Civ. Eng., 190–198.
Ahmadi, M., Bozorg-Haddad, O., and Loáiciga, H. A. (2015). “Adaptive reservoir operation rules under climatic change.” Water Resour. Manage., 29(4), 1247–1266.
Ahmadi, M., Bozorg-Haddad, O., and Mariño, M. A. (2014). “Extraction of flexible multi-objective real-time reservoir operation rules.” Water Resour. Manage., 28(1), 131–147.
Ait Alla, A. (1997). “Achieving economies through innovative spillway design.” J. Hydropower Dams, 4(2), 146–149.
Akbari-Alashti, H., Bozorg-Haddad, O., Fallah-Mehdipour, E., and Mariño, M. A. (2014). “Multi-reservoir real-time operation rules: A new genetic programming approach.” Proc. Institution Civ. Eng. Water Manage., 167(10), 561–576.
Ashofteh, P. S., Bozorg-Haddad, O., and Loáiciga, H. A. (2015a). “Evaluation of climatic-change impacts on multi-objective reservoir operation with multiobjective genetic programming.” J. Water Resour. Plann. Manage., .
Ashofteh, P. S., Bozorg-Haddad, O., and Mariño, M. A. (2013a). “Climate change impact on reservoir performance indices in agricultural water supply.” J. Irrig. Drain. Eng., 85–97.
Ashofteh, P.-S., Bozorg-Haddad, O., Akbari-Alashti, H., and Mariño, M. A. (2015b). “Determination of irrigation allocation policy under climate change by genetic programming.” J. Irrig. Drain. Eng., .
Ashofteh, P.-S., Bozorg-Haddad, O., and Mariño, M. A. (2013b). “Scenario assessment of streamflow simulation and its transition probability in future periods under climate change.” Water Resour. Manage., 27(1), 255–274.
Ashofteh, P.-S., Bozorg-Haddad, O., and Mariño, M. A. (2015c). “Risk analysis of water demand for agricultural crops under climate change.” J. Hydrol. Eng., .
Azarnivand, A, and Malekian, A. (2016). “Analysis of flood risk management strategies based on a group decision making process via interval-valued intuitionistic fuzzy numbers.” Water Resour. Manage., 30(6), 1903–1921.
Azarnivand, A., Hashemi-Madani, F. S., and Banihabib, M. E. (2015). “Extended fuzzy analytic hierarchy process approach in water and environmental management (case study: Lake Urmia Basin, Iran).” Environ. Earth Sci., 73(1), 13–26.
Beygi, S., Bozorg-Haddad, O., Fallah-Mehdipour, E., and Mariño, M. A. (2014). “Bargaining models for optimal design of water distribution networks.” J. Water Resour. Plann. Manage., 92–99.
Bolouri-Yazdeli, Y., Bozorg-Haddad, O., Fallah-Mehdipour, E., and Mariño, M. A. (2014). “Evaluation of real-time operation rules in reservoir systems operation.” Water Resour. Manage., 28(3), 715–729.
Bozorg-Haddad, O., Ashofteh, P.-S., Ali-Hamzeh, M., and Mariño, M. A. (2015a). “Investigation of reservoir qualitative behavior resulting from biological pollutant sudden entry.” J. Irrig. Drain. Eng., .
Bozorg-Haddad, O., Ashofteh, P.-S., and Mariño, M. A. (2015b). “Levee’s layout and design optimization in protection of flood areas.” J. Irrig. Drain. Eng., .
Bozorg-Haddad, O., Ashofteh, P.-S., Rasoulzadeh-Gharibdousti, S., and Mariño, M. A. (2014). “Optimization model for design-operation of pumped-storage and hydropower systems.” J. Energy Eng., .
Bozorg-Haddad, O., Rezapour Tabari, M. M., Fallah-Mehdipour, E., and Mariño, M. A. (2013). “Groundwater model calibration by meta-heuristic algorithms.” Water Resour. Manage., 27(7), 2515–2529.
Chiang, P. K., and Willems, P. (2015). “Combine evolutionary optimization with model predictive control in real-time flood control of a river system.” Water Resour. Manage., 29(8), 2527–2542.
Deb, K. (2001). Multi-objective optimization using evolutionary algorithms, Wiley, New York.
Fallah-Mehdipour, E., Bozorg-Haddad, O., and Mariño, M. A. (2013a). “Extraction of optimal operation rules in aquifer-dam system: A genetic programming approach.” J. Irrig. Drain. Eng., 872–879.
Fallah-Mehdipour, E., Bozorg-Haddad, O., and Mariño, M. A. (2013b). “Prediction and simulation of monthly groundwater levels by genetic programming.” J. Hydro-Environ. Res., 7(4), 253–260.
Fallah-Mehdipour, E., Bozorg-Haddad, O., and Mariño, M. A. (2014). “Genetic programming in groundwater modeling.” J. Hydrol. Eng., .
Fallah-Mehdipour, E., Bozorg-Haddad, O., Orouji, H., and Mariño, M. A. (2013d). “Application of genetic programming in stage hydrograph routing of open channels.” Water Resour. Manage., 27(9), 3261–3272.
Farhangi, M., Bozorg-Haddad, O., and Mariño, M. A. (2012). “Evaluation of simulation and optimization models for WRP with performance indices.” Proc. Inst. Civ. Eng. Water Manage., 165(5), 265–276.
Haktanir, T., Citakoglu, H., and Acanal, N. (2013). “Fifteen-stage operation of gated spillways for flood routing management through artificial reservoirs.” Hydrol. Sci. J., 58(5), 1013–1031.
HEC (Hydrologic Engineering Center). (1982). “Generalized real-time flood control system model.” U.S. Army Corps of Engineers, Hydrologic Engineering Center, Davis, CA.
He, Y., Xu, Q., Yang, S., and Liao, L. (2014). “Reservoir flood control operation based on chaotic particle swarm optimization algorithm.” Appl. Math. Modell., 38(17), 4480–4492.
Hydro-Iran. (2015). “Hydroelectric power plants in Iran.” ⟨http://www.industcards.com/hydro-iran.htm⟩ (Feb. 19, 2015).
Jahandideh-Tehrani, M., Bozorg-Haddad, O., and Mariño, M. A. (2015). “Hydropower reservoir management under climate change: The Karoon reservoir system.” Water Resour. Manage., 29(3), 749–770.
Japan International Corporation Agency. (1994). Feasibility study on flood control, forecasting and warning system for Seyhan River basin, Vol. 1, Nippon Koei, Tokyo, 3–39.
Jia, B., Zhong, P. A., Wan, X., Xu, B., and Chen, J. (2015). “Decomposition-coordination model of reservoir group and flood storage basin for real-time flood control operation.” Hydrol. Res., 46(1), 11–25.
Karaboga, D., Bagis, A., and Haktanir, T. (2004). “Fuzzy logic based operation of spillway gates of reservoirs during floods.” J. Hydrol. Eng., 544–549.
Karaboga, D., Bagis, A., and Haktanir, T. (2008). “Controlling spillway gates of dams by using fuzzy logic controller with optimum rule number.” Appl. Software Comput., 8(1), 232–238
Karkheh. (2015). “Karkheh dam & powerhouse.” ⟨http://mahdas.com/karkheh-dam-powerhouse/⟩ (Jun. 12, 2015).
Kisi, Ö. (1999). “Optimum ten stage overflow operating model for dams having gated spillway.” Ph.D. dissertation, Erciyes Univ., Kayseri, Turkey.
Linsley, R. K., Kohler, M. A., and Paulhus, J. L. H. (1982). Hydrology for engineers, McGraw-Hill, New York, 508.
Luo, J., Chen, C., and Xie, J. (2015). “Multi-objective immune algorithm with preference-based selection for reservoir flood control operation.” Water Resour. Manage., 29(5), 1447–1466.
MATLAB 7.11.0 [Computer software]. MathWorks, Natick, MA.
Ngo, L. L., Madsen, H., and Rosbjerg, D. (2007). “Simulation and optimization modelling approach for operation of the HoaBinh Reservoir.” J. Hydrol., 336(3), 269–281.
Nishioka, Y., Nohara, D., Hori, T., and Sato, Y. (2014). “Decision support for flood control operation of a multi-purpose reservoir considering operational one-week ensemble forecast of precipitation.” 11th Int. Conf. on Hydroinformatics, HIC 2014, International Association of Hydro-Environment Engineering and Research (IAHR), Netherlands, 429–436.
Orouji, H., Bozorg-Haddad, O., Fallah-Mehdipour, E., and Mariño, M. A. (2013). “Modeling of water quality parameters using data-driven models.” J. Environ. Eng., 947–957.
Orouji, H., Bozorg-Haddad, O., Fallah-Mehdipour, E., and Mariño, M. A. (2014a). “Extraction of decision alternatives in project management: Application of hybrid PSO-SFLA.” J. Manage. Eng., 50–59.
Orouji, H., Bozorg-Haddad, O., Fallah-Mehdipour, E., and Mariño, M. A. (2014b). “Flood routing in branched river by genetic programming.” Proc. Inst. Civ. Eng. Water Manage., 167(2), 115–123.
Qin, H., Zhou, J., Lu, Y., Li, Y., and Zhang, Y. (2010). “Multi-objective cultured differential evolution for generating optimal trade-offs in reservoir flood control operation.” Water Resour. Manage., 24(11), 2611–2632.
Sakakima, S., Kojiri, T., and Itoh, K. (1992). “Real-time reservoir operation with neural nets concept.” Proc., 7th Int. Conf. on Applications of Artificial Intelligence in Engineering, AIENG/92, Computational Mechanics Publications, Southampton, U.K., 501–514.
Salehi, A. (2011). “Comparison and two operation rules for gated spillways: Application to Karkheh Dam.” World Environmental and Water Resources Congress, Environmental and Water Resources Institute of ASCE, Reston, VA, 2468–2477.
Shokri, A., Bozorg-Haddad, O., and Mariño, M. A. (2013). “Reservoir operation for simultaneously meeting water demand and sediment flushing: A stochastic dynamic programming approach with two uncertainties.” J. Water Resour. Plann. Manage., 277–289.
Shokri, A., Bozorg-Haddad, O., and Mariño, M. A. (2014). “Multi-objective quantity-quality reservoir operation in sudden pollution.” Water Resour. Manage., 28(2), 567–586.
Soltanjalili, M., Bozorg-Haddad, O., and Mariño, M. A. (2013). “Operating water distribution networks during water shortage conditions using hedging and intermittent water supply concepts.” J. Water Resour. Plann. Manage., 644–659.
Sordo-Ward, A., Garrote, L., Bejarano, M. D., and Castillo, L. G. (2013). “Extreme flood abatement in large dams with gate-controlled spillways.” J. Hydrol., 498, 113–123.
Southeast Queensland Water Corporation. (2004). “Manual of operational procedures for flood mitigation for Wivenhoe Dam and Somerset Dam.” Brisbane, QLD, Australia.
Strelkoff, T. (1985). “Modified-Puls routing in Chuquatonchee Creek.”, Hydrologic Engineering Center (HEC), Davis, CA.
Woodward, M., Gouldby, B., Kapelan, Z., and Hames, D. (2014). “Multiobjective optimization for improved management of flood risk.” J. Water Resour. Plann. Manage., 201–215.

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Go to Journal of Irrigation and Drainage Engineering
Journal of Irrigation and Drainage Engineering
Volume 143Issue 2February 2017

History

Received: Mar 10, 2016
Accepted: Aug 22, 2016
Published online: Oct 10, 2016
Published in print: Feb 1, 2017
Discussion open until: Mar 10, 2017

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Authors

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Masoud Amirkhani [email protected]
Dept. of Irrigation and Reclamation Engineering, Faculty of Agricultural Engineering and Technology, College of Agriculture and Natural Resources, Univ. of Tehran, Karaj, 3158777871 Tehran, Iran. E-mail: [email protected]
Omid Bozorg-Haddad [email protected]
Professor, Dept. of Irrigation and Reclamation Engineering, Faculty of Agricultural Engineering and Technology, College of Agriculture and Natural Resources, Univ. of Tehran, Karaj, 3158777871 Tehran, Iran (corresponding author). E-mail: [email protected]
Ali Azarnivand [email protected]
Ph.D. Student, Dept. of Irrigation and Reclamation Engineering, Faculty of Agricultural Engineering and Technology, College of Agriculture and Natural Resources, Univ. of Tehran, Karaj, 3158777871 Tehran, Iran. E-mail: [email protected]
Hugo A. Loáiciga, F.ASCE [email protected]
Professor, Dept. of Geography, Univ. of California, Santa Barbara, CA 93106-4060. E-mail: [email protected]

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