A unique value function for an optimal control problem of irrigation water intake from a reservoir harvesting flash floods

被引:8
|
作者
Unami, Koichi [1 ]
Mohawesh, Osama [2 ]
机构
[1] Kyoto Univ, Grad Sch Agr, Kyoto 6068502, Japan
[2] Mutah Univ, Fac Agr, Al Karak 61710, Jordan
基金
日本学术振兴会;
关键词
Optimal control problem; Value function; Hamilton-Jacobi-Bellman equation; Viscosity solution; Irrigation scheme; Reservoir operation; HAMILTON-JACOBI EQUATIONS; PARTIAL-DIFFERENTIAL-EQUATIONS; VISCOSITY SOLUTIONS; ENERGY-SYSTEMS; CLIMATE; MODEL; RISK; OPTIMIZATION; SIMULATION; RESOURCES;
D O I
10.1007/s00477-018-1527-z
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Operation of reservoirs is a fundamental issue in water resource management. We herein investigate well-posedness of an optimal control problem for irrigation water intake from a reservoir in an irrigation scheme, the water dynamics of which is modeled with stochastic differential equations. A prototype irrigation scheme is being developed in an arid region to harvest flash floods as a source of water. The Hamilton-Jacobi-Bellman (HJB) equation governing the value function is analyzed in the framework of viscosity solutions. The uniqueness of the value function, which is a viscosity solution to the HJB equation, is demonstrated with a mathematical proof of a comparison theorem. It is also shown that there exists such a viscosity solution. Then, an approximate value function is obtained as a numerical solution to the HJB equation. The optimal control strategy derived from the approximate value function is summarized in terms of rule curves to be presented to the operator of the irrigation scheme.
引用
收藏
页码:3169 / 3182
页数:14
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