Logistics dual-network vehicle line management method, apparatus and device, and storage medium

By collecting, processing, and analyzing the planning and operation data of the express delivery network, identifying operational anomalies and generating early warnings, the problem of limited data display and insufficient analysis in the dual-network integrated vehicle route management of the logistics management system has been solved, achieving efficient and safe operation management and decision support.

CN121684752APending Publication Date: 2026-03-17上海乾臻信息科技有限公司
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Patent Information

Application Number
CN202511822635.4
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-12-05
Publication Date
2026-03-17

AI Technical Summary

Technical Problem

Existing logistics management systems suffer from problems such as limited data display, insufficient analytical dimensions, lack of predictive analysis and intelligent decision support in dual-network integrated vehicle line management, resulting in low operational efficiency, high costs and poor decision quality.

Method used

By dynamically collecting planning data and actual operation data of the express delivery network, the data is cleaned, integrated and standardized, key business indicators are calculated and compared with preset thresholds to identify operational anomalies, generate early warning information and provide decision support, and predictive analysis is performed using AI models.

Benefits of technology

It has achieved a leap from static planning to dynamic management, improving operational efficiency, reducing costs, enhancing decision-making quality and risk control capabilities, and supporting refined management and information security.

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Abstract

The invention relates to the technical field of logistics, and discloses a logistics dual-network vehicle line management method, which comprises the following steps: acquiring planning data and operation data, acquiring planning data and actual operation data of an express network at a preset time frequency, and processing the acquired data; planning data and operation data are displayed, and a data display interface is provided; business indexes are calculated, and key business indexes are calculated according to the actual operation data and predefined business rules; operation abnormity judgment: comparing the key business indexes with preset abnormity judgment thresholds, and judging that operation abnormity occurs if the key business indexes exceed the corresponding abnormity judgment thresholds; and performing early warning and decision making, and identifying operation abnormity according to an operation abnormity judgment result. According to the invention, the operation abnormity can be actively and timely identified and the early warning is generated, so that the management action is converted from passive remedy to early warning in advance and intervention in the event, and the refinement level, the operation efficiency and the risk management and control capability of the lane management are improved.
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