Optimal multireservoir operation for flood control under constrained operational rules

被引:5
作者
Yang, Zetai [1 ]
Zheng, Hao [1 ]
Feng, Suzhen [1 ]
Chen, Cheng [1 ]
Wang, Jinwen [1 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Civil & Hydraul Engn, Wuhan 430074, Hubei, Peoples R China
关键词
flood control; linear programming; operational rules; reservoir operation; scroll strategy; two-stage method; OPTIMIZATION; MANAGEMENT;
D O I
10.1111/jfr3.12825
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper presents a multireservoir flood control model that incorporates operating rules to alleviate the risk that results from traditional flood control models. The model is accurately reformulated into one that can be solved with the mixed integer linear programming (MILP) and approximated with a two-stage linear programming (TSLP) to speed up the solution by excluding all the binary variables. A scroll decision-making strategy is proposed by assuming only a few days of future inflows being predicted with certainty. With 10 historical and 30 designed floods in different magnitudes, the models and methods are applied to the Yangtze River basin, which includes 11 cascade reservoirs. The results on average show the MILP reduces the rule violation by 17%, while the TSLP is more than 150 times faster in CPU time. Excluding one of the reservoirs from the simulation reveals that the Three Gorges (TG) contributes the most in flood detention, accounting for 76% on average for once-in-a-century floods. Interestingly, with the scroll decisionmaking strategy implemented, the change from 3 to 7 days of certain forecasting has the most significant reduction in both the rule violation and flood detention, indicating that the forecasting accuracy of more recent inflows is more valuable for flood control.
引用
收藏
页数:14
相关论文
共 30 条
[1]   OPTIMUM RESERVOIR OPERATING POLICIES AND IMPOSITION OF A RELIABILITY CONSTRAINT [J].
ASKEW, AJ .
WATER RESOURCES RESEARCH, 1974, 10 (01) :51-56
[2]   OPTIMIZATION OF REAL-TIME OPERATION OF A MULTIPLE-RESERVOIR SYSTEM [J].
BECKER, L ;
YEH, WWG .
WATER RESOURCES RESEARCH, 1974, 10 (06) :1107-1112
[3]   A multi-objective risk management model for real-time flood control optimal operation of a parallel reservoir system [J].
Chen, Juan ;
Zhong, Ping-an ;
Liu, Weifeng ;
Wan, Xin-Yu ;
Yeh, William W-G .
JOURNAL OF HYDROLOGY, 2020, 590
[4]   A diversified multiobjective GA for optimizing reservoir rule curves [J].
Chen, Li ;
McPhee, James ;
Yeh, William W. -G. .
ADVANCES IN WATER RESOURCES, 2007, 30 (05) :1082-1093
[5]   Recent progress in flood management in China [J].
Cheng, Xiaotao .
IRRIGATION AND DRAINAGE, 2006, 55 :S75-S82
[6]   Stage-wise optimizing operating rules for flood control in a multi-purpose reservoir [J].
Chou, Frederick N. -F. ;
Wu, Chia-Wen .
JOURNAL OF HYDROLOGY, 2015, 521 :245-260
[7]   Methodology for future flood assessment in terms of economic damage: Development and application for a case study in Nepal [J].
Delalay, Marie ;
Ziegler, Alan D. ;
Shrestha, Mandira Singh ;
Gopal, Vik .
JOURNAL OF FLOOD RISK MANAGEMENT, 2020, 13 (03)
[8]   Evidence for intensification of the global water cycle: Review and synthesis [J].
Huntington, TG .
JOURNAL OF HYDROLOGY, 2006, 319 (1-4) :83-95
[9]  
Karbowski A., 1993, WATER RESOUR MANAG, V7, P207, DOI [10.1007/BF01675304, DOI 10.1007/BF01675304]
[10]   Optimal operation of multireservoir systems: State-of-the-art review [J].
Labadie, JW .
JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT, 2004, 130 (02) :93-111