Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
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. The reservoir dispatching method comprises the following steps: collecting reservoir area information of a target reservoir and section data of a connected river channel for the target reservoir; determining the number of divided sections of the connected river channel according to the section data; constructing a physical information neural network; determining a neural network output function for representing nitrate concentration through the physical information neural network based on the reservoir area information; constructing a reservoir one-dimensional nitrogen element transport model based on the reservoir area information, the division segment number and the neural network output function; constructing a residual function through the reservoir one-dimensional nitrogen element 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 effectiveness and accuracy of scheduling for the target reservoir.
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，通过收集目标水库的库区信息，以及针对所述目标水库的连通河道的断面资料；通过所述断面资料确定针对所述连通河道的划分段数；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硝酸盐浓度的神经网络输出函数；基于所述库区信息、划分段数和所述神经网络输出函数构建水库一维氮元素输运模型；通过所述水库一维氮元素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，从而提升了针对目标水库进行调度的有效性和准确性。
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. The reservoir dispatching method comprises the following steps: collecting reservoir area information of a target reservoir and section data of a connected river channel for the target reservoir; determining the number of divided sections of the connected river channel according to the section data; constructing a physical information neural network; determining a neural network output function for representing nitrate concentration through the physical information neural network based on the reservoir area information; constructing a reservoir one-dimensional nitrogen element transport model based on the reservoir area information, the division segment number and the neural network output function; constructing a residual function through the reservoir one-dimensional nitrogen element 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 effectiveness and accuracy of scheduling for the target reservoir.
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，通过收集目标水库的库区信息，以及针对所述目标水库的连通河道的断面资料；通过所述断面资料确定针对所述连通河道的划分段数；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硝酸盐浓度的神经网络输出函数；基于所述库区信息、划分段数和所述神经网络输出函数构建水库一维氮元素输运模型；通过所述水库一维氮元素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，从而提升了针对目标水库进行调度的有效性和准确性。
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 (Autor:in) / LIANG LILI (Autor:in) / LI YU (Autor:in) / ZHANG LU (Autor:in) / DONG SHUN (Autor:in) / WEN DONG (Autor:in) / DAI HUICHAO (Autor:in) / LIU ZHIWU (Autor:in)
17.12.2024
Patent
Elektronische Ressource
Chinesisch
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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