A cloud-edge collaborative dangerous chemical management method, system, device and medium

Through the cloud-edge collaborative hazardous chemicals management method, multi-source data is obtained to build a prohibited substance matrix, multi-dimensional risk values ​​are calculated, and local demand forecast values ​​are generated. This solves the problems of data omissions and inaccurate risk assessment in traditional hazardous chemicals management, and achieves accurate risk assessment and inventory optimization.

CN120542942BActive Publication Date: 2025-10-10SHANGHAI FINDER TECHNOLOGY CO LTD
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Patent Information

Application Number
CN202511044930.1
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2025-07-29
Publication Date
2025-10-10
Estimated Expiration
2045-07-29

AI Technical Summary

Technical Problem

Traditional hazardous chemical management and control relies on manual inspection, resulting in data omissions and inaccurate risk assessments. It is impossible to timely and comprehensively grasp the situation of hazardous chemicals, lacks scientific basis, and cannot effectively prevent potential dangers.

Method used

Through cloud-edge collaboration, we obtain chemical, environmental, equipment, and operational data, build a prohibited substance matrix, and combine it with preset material safety data sheets to calculate chemical compatibility, environmental out-of-control, equipment failure, and operational risk values. We use predictive algorithms to generate local demand forecasts and optimize inventory and allocation decisions.

Benefits of technology

It has achieved accurate risk assessment and demand forecasting for hazardous chemicals management, improved the scientific nature and efficiency of inventory management, reduced the possibility of accidents, and optimized resource allocation and procurement decisions.

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Abstract

A cloud-edge collaborative dangerous chemical management method, system, device and medium are provided, and relate to the field of dangerous chemical management. In the method, a chemical compatibility risk value, an environmental out-of-control risk value, an equipment failure risk value and an operation risk value are weighted and summed to obtain a comprehensive risk value; when the comprehensive risk value is less than a preset first threshold value, a local demand prediction value is predicted, a local safety stock is calculated according to a service level and a demand fluctuation rate, a local gap value is determined according to a current inventory quantity of a first target region, the local demand prediction value and the local safety stock, and the local gap value is uploaded to the cloud; and a cross-warehouse allocation suggestion and a purchase suggestion of a target chemical are generated in the cloud according to a plurality of local gap values. By implementing the technical solution provided in the application, risk assessment and inventory analysis are performed by comprehensively considering various data, and effective management of dangerous chemicals is realized through cloud-edge collaboration.
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