Equipment risk early-warning method and device, terminal equipment and storage medium

Abstract

The invention discloses an equipment risk early-warning method and device, terminal equipment and a storage medium. The method includes: acquiring monitoring data collected by a monitoring sensor on equipment; inputting the monitoring data into a pre-trained deep learning model to obtain a monitoring risk value output by the deep learning model; and carrying out a corresponding early-warning operation when the monitoring risk value is greater than a preset risk threshold. In the method, the monitoring data on the equipment are collected in real time through the monitoring sensor, the monitoring risk value corresponding to the monitoring data is automatically and accurately acquired through the deep learning model, thus whether an equipment risk exists can be accurately determined accordingto the monitoring risk value, the corresponding early-warning operation can be carried out, automaticity and real-time performance of equipment risk monitoring are realized, monitoring efficiency ofequipment risk monitoring is improved, and then timeliness of equipment risk early-warning is realized.

Description

technical field [0001] The present invention relates to the technical field of risk control, in particular to an equipment risk early warning method, device, terminal equipment and storage medium. Background technique [0002] At present, in order to strengthen the risk management of equipment and reduce the incidence of work-related accidents in the production process, factories or companies not only need to establish standard procedures for safe production, but also provide training for workers in safe production, so that workers can keep up At the same time, it is necessary to monitor equipment conditions through irregular manual inspections and other measures to discover equipment risks and carry out corresponding early warning operations, so as to avoid work-related accidents in the production process. However, this manual Inspection methods often have problems such as untimely monitoring and low monitoring efficiency, making it difficult to control equipment risks in r...

AI Technical Summary

Problems solved by technology

[0004] Embodiments of the present invention provide an equipment risk early warning method, device, terminal equipment, and computer-readable storage medium, which can solve the problems of untimely monitoring and low monitoring efficiency in the manual inspection mode, thereby realizing real-time equipment risk monitoring, and Realize the timeliness of equipment risk warning

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