Production process safety monitoring method based on STM32 single-chip microcomputer and long-short-term memory network

Abstract

The invention discloses a production process safety monitoring method based on an STM32 single-chip microcomputer and a long-short-term memory network, and mainly solves the problems that in the priorart, manual monitoring is complex, monitoring is not timely, and accidents happen to a factory due to the fact that the accidents do not happen in time. The method involves a single-chip microcomputer control system, a server module, a time sequence prediction module and an alarm module. The single-chip microcomputer control system takes an STM32 single-chip microcomputer as a control core and iscomposed of a temperature and humidity sensor, an LCD1602 liquid crystal and an ESP8266WIFI module. The server part is composed of an One Net platform and a mobile phone APP, and gives an alarm directly when the threshold value is exceeded. And the time sequence prediction section is an LSTM long-short-term memory recurrent neural network, and can perform data prediction and automatic adjustment.By means of the design, dangerous situations such as fire disasters and explosion in the production process can be effectively prevented, the safety of goods and personnel is guaranteed, and high practical application value is achieved.

Description

technical field [0001] The invention relates to the industrial control technology and field, in particular to a production process safety monitoring method based on an STM32 single-chip microcomputer and a long-short-term memory network. Background technique [0002] With the continuous improvement of the social and economic level, the vigorous development of the manufacturing industry, and more and more emerging factories and enterprises, the subsequent safety issues of the production process of stored goods have aroused great concern. Especially in recent years, factory safety accidents have occurred frequently, and there have been tragic accidents in many places where factory explosions caused casualties, especially the major safety accident that occurred in Tianjin Binhai New Area on August 12, 2015, resulting in 165 deaths and 798 deaths. Injured, and most of the surrounding houses and vehicles were damaged. This tragic tragedy greatly made people realize the importance...

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Problems solved by technology

[0005] The purpose of the present invention is to provide a production process safety monitoring method based on STM32 single-chip microcomputer and long-short-term memory network, which mainly solves the problems in the prior art, such as complex artificial monitoring, untimely monitoring and failure to prevent problems before they happen, which leads to safety accidents in factories. accident problem

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