US 12,442,952 B1
Method for configuring slope regulation and storage measures based on flood regulation and storage capacity and water consumption control
Wuxia Bi, Beijing (CN); Denghua Yan, Beijing (CN); and Cheng Zhang, Beijing (CN)
Assigned to China Institute of Water Resources and Hydropower Research, Beijing (CN)
Filed by China Institute of Water Resources and Hydropower Research, Beijing (CN)
Filed on May 7, 2025, as Appl. No. 19/201,063.
Claims priority of application No. 202410761599.4 (CN), filed on Jun. 13, 2024.
Int. Cl. G01W 1/14 (2006.01); G06N 3/126 (2023.01)
CPC G01W 1/14 (2013.01) [G06N 3/126 (2013.01)] 5 Claims
OG exemplary drawing
 
1. A method for configuring slope regulation and storage measures based on flood regulation and storage capacity and water consumption control, comprising the following steps:
S1, collecting and organizing precipitation data of a basin;
S2, constructing an optimized configuration model based on a balance between flood regulation and storage capacity improvement and slope water consumption control, comprising the following steps:
S2-1, flood regulation and storage objective: maximizing a water storage ratio and a flood peak attenuation rate in a control unit to improve a flood regulation and storage capacity FRi, which is specifically as follows:

OG Complex Work Unit Math
wherein WSi represents a water storage ratio in a unit i; FPRi represents a flood peak attenuation rate in the unit i; Pi represents a precipitation in the unit i, mm; Ri represents a total runoff yield in the unit i, mm; ƒ represents a functional relationship of Ri with a precipitation, a slope gradient, and a vegetation coverage degree; Si represents a slope gradient in the unit i; Vi represents a vegetation coverage degree in the unit i; FPb,i represents a flood peak flow rate in the unit i without a slope vegetation construction measure, m3/s; and FPv,i represents a flood peak flow rate in the unit i with a slope vegetation construction measure,

OG Complex Work Unit Math
S2-2, water consumption control objective: minimizing a water demand and a transpiration of a vegetation on a slope to allow the water consumption control objective WCi on the slope, which is specifically as follows:

OG Complex Work Unit Math
wherein WDi represents a water demand of a vegetation in the unit i, mm; WDg,i represents a water demand of a grassland in the unit i, mm; WDƒ,i represents a water demand of a forestland in the unit i, mm; g represents a functional relationship of WDi with a vegetation coverage degree; Vi represents a vegetation coverage degree in the unit i; ETi represents a transpiration of a vegetation in the unit i, mm; and φ represents a functional relationship of ETi with a vegetation coverage degree;
S2-3, based on a maximum flood regulation and storage capacity and a minimum slope water consumption for multi-objective optimized configuration of the slope regulation and storage measures, transforming a multi-objective function into a single-objective function with a comprehensive benefit index CEi as a target; and calculating a maximum value of CEi through a trade-off relationship between flood regulation and storage and slope water consumption, wherein a corresponding slope gradient and coverage degree are optimal solutions, and a calculation formula for the comprehensive benefit index is as follows:

OG Complex Work Unit Math
wherein CEi represents a comprehensive benefit index for slope regulation and storage measures in the unit i; FRi represents a flood regulation and storage capacity index for the slope regulation and storage measures in the unit i; FR represents an average flood regulation and storage capacity for slope regulation and storage measures in different units; WCi represents a water consumption control index for the slope regulation and storage measures in the unit i; WC represents an average water consumption control value for slope regulation and storage measures in different units; and ω1 and ω2 represent weight values;
S3, initializing settings;
S4, computing an optimal comprehensive benefit of the slope regulation and storage measures with a genetic algorithm: calculating a fitness of each individual with the genetic algorithm, and evaluating performance of each individual according to a target, wherein an individual with a high fitness represents a high-quality solution, each individual is provided with a slope gradient and a coverage degree, and the target is the comprehensive benefit index for the slope regulation and storage measures;
S5, determining whether a number of iterations is maximized; if the number of iterations is maximized, terminating an iteration and outputting data to produce a slope gradient and a coverage degree corresponding to the optimal comprehensive benefit of the slope regulation and storage measures, such that a computation is completed; and if the number of iterations is not maximized, returning to the S4, and restarting the computation; and
S6, configuring a slope gradient and a vegetation coverage degree of the basin according to the slope gradient and the coverage degree corresponding to the optimal comprehensive benefit of the slope regulation and storage measures.