Model-based water pollution risk assessment method and apparatus, and computer device

A technology of risk assessment and risk assessment model, which is applied in the field of model-based water pollution risk assessment, can solve the problems of low accuracy of assessment results and low efficiency of detection and processing, so as to improve observation efficiency and ability, reduce human labor, reduce The effect of job costs

Active Publication Date: 2020-11-17
PINGAN INT SMART CITY TECH CO LTD
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Problems solved by technology

[0004] The main purpose of this application is to provide a model-based water pollution risk assessment method, device, computer equipment and storage medium, aiming at solving the problem of low detection and processing efficiency in the existing methods for evaluating water pollution risks of reservoirs based on manual exploration. Technical issues with low accuracy of assessment results

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  • Model-based water pollution risk assessment method and apparatus, and computer device
  • Model-based water pollution risk assessment method and apparatus, and computer device
  • Model-based water pollution risk assessment method and apparatus, and computer device

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Embodiment Construction

[0052] Before further describing the embodiments of the present invention in detail, the nouns and terms involved in the embodiments of the present invention are described, and the nouns and terms involved in the embodiments of the present invention are applicable to the following explanations.

[0053]1) Transaction, which is equivalent to the computer term "transaction". Transactions include operations that need to be submitted to the blockchain network for execution, not just transactions in a business context. In view of the conventional use of The term "transaction" follows this custom in the embodiments of the present invention.

[0054] For example, the deployment (Deploy) transaction is used to install the specified smart contract to the node in the blockchain network and is ready to be called; the call (Invoke) transaction is used to add the transaction record in the blockchain by calling the smart contract, and to The state database of the blockchain operates, includ...

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Abstract

The invention relates to the technical field of artificial intelligence, and provides a model-based water pollution risk assessment method and device, computer equipment and a storage medium, and themethod comprises the steps: obtaining the numerical value of an impact factor corresponding to a specified reservoir, and enabling the impact factor to be generated according to the pollution factor data related to reservoir water pollution; a pre-trained risk assessment model is called, and the risk assessment model is generated after a preset BP neural network model is trained based on pre-collected historical reservoir monitoring data and influence factors; the numerical value of the influence factor is input into a risk assessment model so as to carry out risk assessment processing on thespecified reservoir through the risk assessment model; and an output result output by the risk assessment model is obtained, and the output result is taken as a risk assessment result of the specifiedreservoir. According to the invention, based on the numerical value of the influence factor corresponding to the specified reservoir, the risk assessment model is utilized to intelligently and conveniently realize water pollution risk assessment of the specified reservoir.

Description

technical field [0001] This application relates to the technical field of artificial intelligence, in particular to a model-based water pollution risk assessment method, device and computer equipment. Background technique [0002] Reservoir is one of the widely used engineering measures for flood control in our country. A comprehensive utilization reservoir capable of regulating and storing floods shall be built at an appropriate location in the upper reaches of the flood control area, and the storage capacity of the reservoirs shall be used to store floods and reduce the peak flow of floods entering the downstream rivers, thereby achieving the purpose of reducing flood disasters. [0003] Traditional reservoir construction will conduct detailed investigations during exploration, but there is a lack of continuous water pollution detection during reservoir construction and use, which is prone to "post-pollution" black and odorous water investigations, and lacks "pre-pollution...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/06G06Q50/26
CPCG06Q10/0635G06Q50/26
Inventor 刘荣荣
Owner PINGAN INT SMART CITY TECH CO LTD
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