Safety production area personnel scheduling method and system based on artificial intelligence

Abstract

The invention relates to the technical field of artificial intelligence, and concretely relates to a safety production area personnel scheduling method and system based on artificial intelligence. The method comprises the following steps: constructing first graph data according to personnel positions and equipment positions in a chemical production area in combination with the assistance capability between personnel and the association degree between the personnel and equipment; and training a GCN network by using the loss function, inputting the first graph data into the GCN network to obtain second graph data, and carrying out personnel scheduling according to personnel positions on the second graph data. The positions of the personnel are reasonably adjusted according to the assistance ability between the personnel, the association degree of the personnel and the equipment and the anti-risk ability of the personnel, on one hand, unreasonable distribution caused by only considering a single personnel is avoided, and on the other hand, the danger degree of the whole production area is reduced while normal production is ensured; and meanwhile, the positions of personnel are transferred as small as possible, and safety accidents are prevented.

Description

technical field [0001] The invention relates to the technical field of artificial intelligence, in particular to an artificial intelligence-based personnel scheduling method and system in a safe production area. Background technique [0002] For large chemical companies, there are many production equipment or storage equipment in their production environment, such as equipment for chemical reaction and storage of chemicals, equipment for providing high temperature and high pressure for chemical reactions, etc. It is inevitable that these devices will fail or be abnormal during operation, resulting in dangerous accidents and causing large-scale casualties in serious cases, so the entire production area is a dangerous area. [0003] In order to avoid dangerous accidents, the staff involved in the production need to operate, inspect and overhaul the equipment. Although personnel are important participants in maintaining the safety of the production area and discovering and dea...

AI Technical Summary

Problems solved by technology

Although personnel are important participants in maintaining the safety of the production area and discovering and dealing with dangers in a timely manner, due to the lack of safety awareness of personnel, insufficient coordination between personnel, and management methods such as unified and reasonable allocation or scheduling of personnel, it will cause manpower The distribution of resources is unreasonable. On the one hand, it is not conducive to efficient production, on the other hand, it is not conducive to the safety maintenance of the production area, and it is not conducive to the personal safety of personnel.

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