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Coal yard dusting amount prediction method, device and system and storage medium

A forecasting method and technology of dust generation, which are applied in forecasting, neural learning methods, instruments, etc., to save labor costs and avoid dust pollution.

Inactive Publication Date: 2020-01-31
SHENHUA HUANGHUA PORT
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  • Abstract
  • Description
  • Claims
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Problems solved by technology

[0004] Based on this, it is necessary to provide a method, device, system, and storage medium for predicting the amount of dust in coal yards to solve the problem of hysteresis in manually judging the amount of dust in coal yards.

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  • Coal yard dusting amount prediction method, device and system and storage medium
  • Coal yard dusting amount prediction method, device and system and storage medium
  • Coal yard dusting amount prediction method, device and system and storage medium

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Embodiment Construction

[0041] In order to facilitate the understanding of the present application, the present application will be described more fully below with reference to the relevant drawings. A preferred embodiment of the application is shown in the drawings. However, the present application can be embodied in many different forms and is not limited to the embodiments described herein. On the contrary, the purpose of providing these embodiments is to make the disclosure of this application more thorough and comprehensive.

[0042] Unless otherwise defined, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the technical field to which this application belongs. The terms used herein in the specification of the application are only for the purpose of describing specific embodiments, and are not intended to limit the application. As used herein, the terms "and / or", "including" and "having" include any and all combinations of ...

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Abstract

The invention relates to a coal yard dusting amount prediction method, device and system and a storage medium. According to the method for predicting the dusting amount of the coal storage yard, the obtained real-time environment data and real-time coal chopping parameters are input into a preset dusting amount prediction model, and the corresponding predicted dusting amount is obtained. The preset dusting amount prediction model is generated by training based on historical data of the coal yard, the historical data comprises historical environment data, historical coal chopping parameters andhistorical dusting amount. And a control instruction is generated according to the predicted dusting amount, and the control instruction is transmitted to the watering system. The control instruction is used for indicating the water sprinkling system to sprinkle water according to the corresponding water sprinkling amount. According to the method, the coal yard environment and the dusting condition do not need to be judged in a manual mode to control water spraying amount output, the hysteresis quality of manual judgment of the dusting amount can be eliminated, manpower is greatly saved, thewater spraying efficiency is improved, pre-pollution prevention and control are achieved, and flying dust pollution is reduced.

Description

technical field [0001] The present application relates to the technical field of environmental monitoring, in particular to a method, device, system and storage medium for predicting the amount of dust generated in a coal yard. Background technique [0002] At present, most of the coal storage yards are placed in the open air. Affected by the weather, coal stacking is prone to a large amount of dust, causing a large area of ​​coal dust pollution, and seriously polluting the atmosphere and ecological environment around the coal storage yard. The traditional technology is to patrol and inspect the coal yard manually, judge according to the coal type, the actual dust emission of the coal stack, and the site environment, and then sprinkle water according to the amount of dust emission to achieve dust suppression. [0003] In the process of implementation, the inventors found that there are at least the following problems in the traditional technology: manually judging the amount...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/04G06Q50/02G06N3/04G06N3/08
CPCG06Q10/04G06Q50/02G06N3/08G06N3/045
Inventor 刘强李娜许童童林科周庆博李泽琦张淼
Owner SHENHUA HUANGHUA PORT
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