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Calibration method of multiple flood parameters in distributed hydrological model based on dss database

A parameter calibration and database technology, applied in genetic models, special data processing applications, genetic rules, etc., can solve problems such as time-consuming and labor-intensive, difficult to find optimal parameters, and limited popularization and application of HEC-HMS models, to achieve The effect of fast running speed, breaking through application limitations, and saving calibration time and manpower

Active Publication Date: 2021-01-05
DALIAN UNIV OF TECH +1
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  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In general, although the application effect of HEC-HMS in the simulation of rainfall and runoff in small watersheds in my country is relatively ideal, due to the limitation of the number of floods simulated by the model, it is impossible to perform multiple flood calibrations, and it is necessary to manually input parameters for trial calculation and debugging. It is time-consuming and labor-intensive, and it is not easy to find the optimal parameters, which largely limits the application of the HEC-HMS model

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  • Calibration method of multiple flood parameters in distributed hydrological model based on dss database
  • Calibration method of multiple flood parameters in distributed hydrological model based on dss database
  • Calibration method of multiple flood parameters in distributed hydrological model based on dss database

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Embodiment Construction

[0051] Based on the limitations of the HEC-HMS stand-alone version interface and simulated floods, the present invention proposes a multi-session flood parameter calibrating method for a distributed hydrological model based on DSS database reading and writing.

[0052] Below by embodiment, the present invention will be further described.

[0053] The Luanchuan River Basin is located in Luanchuan County in the southwest of Henan Province, with a controlled drainage area of ​​343km 2 , belongs to the small watershed in the hilly area, the annual rainfall is unevenly distributed, and heavy rains occur frequently, often in late July and early August. The floods caused by heavy rains rise and fall steeply, with short duration, high peaks, and strong suddenness. Not easy to prevent, prone to disasters. Taking this area as an example to perform automatic calibration of the model in multiple scenes, the specific steps are as follows:

[0054] The first step is to determine the numbe...

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Abstract

The invention provides a distributed hydrology model multi-time flooding parameter calibration method based on DSS database reading and writing, and belongs to the technical field of hydrology model parameter calibration. The distributed hydrology model multi-time flooding parameter calibration method comprises the steps of 1, building a multi-target genetic algorithm eNSGA-II frame to be used forparameter multi-target optimization and calibration of an HEC-HMS model; 2, based on a parameter optimizing frame, utilizing a JAVA language to write individuals in a parameter species into a basin file to input model parameters, after the model is run, extracting a simulation result from a DSS database to be fed back to the frame to calculate the parameter individual adaptability to generate a new parameter species, so that coupling of the model and the parameter optimizing frame is achieved, and the whole parameter automatic calibration process is completed; 3, selecting an appropriate parameter input model in a Pareto solution set according to standards like whether parameter physical meaning conforms to drainage basin properties and evaluating precision of the simulation result or not. The application limit of the model is broken through, the calibration time and manpower are greatly saved, and the model is easily applied and popularized.

Description

technical field [0001] The invention belongs to the technical field of calibrating hydrological model parameters, and relates to a method for calibrating multi-stage flood parameters of a distributed hydrological model based on reading and writing of a DSS database. Background technique [0002] There are many hydrological models used for flood forecasting at home and abroad, and various lumped, semi-distributed, and distributed hydrological models have been developed and applied in practice. The lumped hydrological model is widely used in engineering practice of flood forecasting because of its simple modeling, high calculation efficiency, and low forecast data requirements. However, the lumped hydrological model has low spatial resolution, does not fully consider the temporal and spatial variation characteristics of rainfall and the underlying surface conditions of the watershed, and requires a large amount of measured data to calibrate the model parameters, so it cannot m...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F30/27G06N3/12G06F8/30
CPCG06F8/30G06N3/126G06F30/20Y02A10/40
Inventor 叶磊张弛郭良刘昌军常凊睿辛卓航刘海星吴剑翟晓燕
Owner DALIAN UNIV OF TECH
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