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Safety production area personnel management method and system based on big data analysis

A technology for safe production and personnel, applied in the field of safe production and big data, can solve problems such as unreasonable allocation of human resources, unfavorable production area safety maintenance, unreasonable personnel management methods, etc.

Active Publication Date: 2021-09-17
NANTONG LIXIN MECHANICAL MFG CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Unreasonable personnel management methods will lead to unreasonable allocation of human resources, which is not conducive to efficient production on the one hand, and is not conducive to the safety maintenance of production areas on the other hand

Method used

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  • Safety production area personnel management method and system based on big data analysis
  • Safety production area personnel management method and system based on big data analysis

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0023] This embodiment provides a method for managing personnel in a safe production area based on big data analysis. The flow chart of the method is as follows figure 1 shown.

[0024] The invention obtains the substitutability of the target personnel based on the correlation feature between the personnel and the equipment and the distribution feature of the motion state.

[0025] First, obtain the movement state sequence of the equipment in the safe production area and the change sequence of the equipment's danger level when the personnel arrives at the equipment; obtain the movement state distribution of the personnel at each position in the vicinity of the equipment each time the personnel arrives at the equipment.

[0026] Obtain the image data collected by the camera. In this embodiment, the key point detection network is used to obtain the key points of each person in the image (the point where the person's feet touch the ground) from the image. The key points are used ...

Embodiment 2

[0055] This embodiment provides a safety production area personnel management system based on big data analysis, the system includes:

[0056] The data acquisition module is used to obtain the movement state sequence of the equipment when the personnel arrives at the safe production area, and the change sequence of the equipment's danger level when the personnel arrives at the equipment;

[0057] The relationship feature acquisition module is used to analyze the association relationship between the motion state sequence and the risk degree change sequence to obtain the correlation characteristics of personnel and equipment; obtain the distribution characteristics of the motion state of personnel and equipment according to the motion state of personnel at each position in the vicinity of the equipment;

[0058] The data analysis module is used to obtain the associated features of the person and all the equipment to obtain the associated vector of the person; the associated vecto...

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PUM

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Abstract

The invention provides a safety production area personnel management method and system based on big data analysis. The method comprises the following steps: acquiring a motion state sequence of equipment when personnel arrive at a safety production area and a danger degree change sequence of the equipment when the personnel arrive beside the equipment; analyzing an association relationship between the motion state sequence and the danger degree change sequence to obtain association characteristics of the personnel and the equipment; obtaining motion state distribution characteristics of the personnel and the equipment according to the motion states of the personnel at all positions in the neighborhood of the equipment; analyzing association characteristics of the target personnel and the equipment and the motion state distribution characteristics of the target personnel and the equipment by utilizing a principal component analysis method to obtain the replaceability of the target personnel; and performing safety production area personnel management according to the substitutability of the target personnel. Human resources are reasonably utilized, and efficient production and safety maintenance of a production area are facilitated.

Description

technical field [0001] This application relates to the fields of big data and safe production, and specifically relates to a method and system for managing personnel in a safe production area based on big data analysis. Background technique [0002] In the production process of enterprises, safety is of the utmost importance. There are many production or storage equipment in the safe production area, such as for the chemical reaction and storage of chemicals, or to provide high temperature and high pressure for chemical reactions, etc. These equipment will inevitably malfunction or abnormal during operation, resulting in dangerous accidents, and in serious cases causing Large-scale casualties, therefore, personnel management in safe production areas is very important. [0003] The staff involved in the production need to operate, inspect and overhaul the equipment. Personnel are important participants in maintaining area security and discovering and dealing with hazards in...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/06
CPCG06Q10/06
Inventor 谢日交
Owner NANTONG LIXIN MECHANICAL MFG CO LTD