Dust concentration intelligent detection system

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.

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...

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Problems solved by technology

[0003] The invention provides an intelligent detection system for dust concentration. The invention effectively solves the problem that the existing industrial and agricultural production environment does not have the characteristics of non-linearity, large hysteresis and complex dynamic changes according to the change of dust concentration, and cannot accurately measure the dust concentration. Detection and prediction, thus greatly affecting the effective management of dust concentration in industrial and agricultural production environments

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