Dust concentration intelligent detection system

A dust concentration and detection system technology, which is applied in the direction of measuring devices, instruments, suspensions and porous material analysis, etc., can solve the problems of inability to detect and predict dust concentration, nonlinearity, large hysteresis and complex dynamic changes, which affect the effectiveness of dust concentration Management and other issues to achieve the effect of improving objectivity and credibility, strong generalization ability, and improving accuracy and reliability
CN111474094AActive Publication Date: 2020-07-31黑龙江期诺安全技术服务有限公司
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
黑龙江期诺安全技术服务有限公司
Publication Date
2020-07-31

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Abstract

The invention discloses a dust concentration intelligent detection system which is composed of a dust concentration environmental parameter acquisition platform based on a CAN bus and a dust concentration intelligent prediction module. The dust concentration environmental parameter acquisition platform based on the CAN bus realizes detection and adjustment of dust concentration environmental factor parameters. The dust concentration intelligent prediction module is composed of a dust concentration interval number neural network model, an interval number prediction model and an interval numberCMAC cerebellar neural network dust concentration fusion model. The system effectively solves the problems that the existing industrial and agricultural production environment does not have the characteristics of nonlinearity, large lag, complex dynamic change and the like according to the change of the dust concentration, and the dust concentration cannot be accurately detected and predicted, sothat the effective management of the dust concentration of the industrial and agricultural production environment is greatly influenced.
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Description

technical field

[0001] The invention relates to the technical field of dust concentration detection automation equipment, in particular to an intelligent dust concentration detection device. Background technique

[0002] Dust concentration has a vital impact on human production and life. Work related to dust concentration, such as coal mines, aluminum powder factories, flour mills, etc., is often carried out in confined spaces. This type of working environment, especially in dust concentration In the case of exceeding the standard, it seriously threatens the health of workers; on the other hand, the control of dust concentration also has a huge impact on industrial production. Most of the important reasons for the harm caused by dust concentration are the uneven distribution or excessive concentration of dust concentration, so it is of great significance to take measures to measure dust concentration accurately. The online accurate measurement of dust concentration requires...

Claims

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