An Intelligent Detection System for Dust Concentration

Abstract

The invention discloses an intelligent detection system for dust concentration, which is composed of a dust concentration concentration environment parameter collection platform based on CAN bus and an intelligent dust concentration prediction module; the dust concentration concentration environment parameter collection platform based on CAN bus realizes dust detection Concentration environmental factor parameters are detected and adjusted, and 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 number CMAC cerebellar neural network dust concentration fusion model; the invention effectively solves the problem of existing industrial and agricultural problems. The production environment does not have the characteristics of non-linearity, large lag and complex dynamic changes according to the change of dust concentration, so it is impossible to accurately detect and predict the dust concentration, which greatly affects the effective management of dust concentration in the industrial and agricultural production environment.

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 crucial 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 when the dust concentration exceeds the standard In the case of dust pollution, 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. A more stable and reliable method is need...

AI Technical Summary

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 detect and monitor the dust concentration. Prediction, which greatly affects the effective management of dust concentration in industrial and agricultural production environments

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