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Reservoir dispatching method and device, electronic equipment and storage medium
The embodiment of the invention provides a reservoir dispatching method and device, electronic equipment and a storage medium. Reservoir area information of a target reservoir is collected; constructing a physical information neural network; determining a neural network output function for representing the phosphate concentration through the physical information neural network based on the reservoir area information; constructing a reservoir two-dimensional phosphate transport model based on the reservoir area information and the neural network output function; constructing a residual function through the reservoir two-dimensional phosphate transport model; and determining a target weight, adjusting the residual function based on the target weight, and generating a scheduling scheme for the target reservoir, thereby improving the efficiency and accuracy of reservoir scheduling.
本发明实施例提供了一种水库调度方法、装置、电子设备及存储介质,收集目标水库的库区信息;构建物理信息神经网络;基于所述库区信息通过所述物理信息神经网络确定用于表征磷酸盐浓度的神经网络输出函数;基于所述库区信息和所述神经网络输出函数构建水库二维磷酸盐输运模型;通过所述水库二维磷酸盐输运模型构建残差函数;确定目标权值,并基于所述目标权值调整所述残差函数,并生成针对所述目标水库的调度方案,从而提升了水库调度的效率和准确性。
Reservoir dispatching method and device, electronic equipment and storage medium
The embodiment of the invention provides a reservoir dispatching method and device, electronic equipment and a storage medium. Reservoir area information of a target reservoir is collected; constructing a physical information neural network; determining a neural network output function for representing the phosphate concentration through the physical information neural network based on the reservoir area information; constructing a reservoir two-dimensional phosphate transport model based on the reservoir area information and the neural network output function; constructing a residual function through the reservoir two-dimensional phosphate transport model; and determining a target weight, adjusting the residual function based on the target weight, and generating a scheduling scheme for the target reservoir, thereby improving the efficiency and accuracy of reservoir scheduling.
本发明实施例提供了一种水库调度方法、装置、电子设备及存储介质,收集目标水库的库区信息;构建物理信息神经网络;基于所述库区信息通过所述物理信息神经网络确定用于表征磷酸盐浓度的神经网络输出函数;基于所述库区信息和所述神经网络输出函数构建水库二维磷酸盐输运模型;通过所述水库二维磷酸盐输运模型构建残差函数;确定目标权值,并基于所述目标权值调整所述残差函数,并生成针对所述目标水库的调度方案,从而提升了水库调度的效率和准确性。
Reservoir dispatching method and device, electronic equipment and storage medium
一种水库调度方法、装置、电子设备及存储介质
LIU XIAOTING (author) / LIANG LILI (author) / LI YU (author) / ZHANG LU (author) / DONG SHUN (author) / WEN DONG (author) / DAI HUICHAO (author) / LIU ZHIWU (author)
2024-12-17
Patent
Electronic Resource
Chinese
IPC:
G06Q
Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke
,
DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES
/
E02B
HYDRAULIC ENGINEERING
,
Wasserbau
/
G01D
MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE
,
Anzeigen oder Aufzeichnen in Verbindung mit Messen allgemein
/
G06N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
,
Rechnersysteme, basierend auf spezifischen Rechenmodellen
/
G16C
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