Freight logistics information intelligent tracking management method and system

By building a freight entity relationship map, edge computing and dynamic spatiotemporal feature model, the problem of insufficient data integration and real-time response of existing freight tracking technologies is solved, intelligent path adjustment and abnormal linkage response are achieved, and the transparency and robustness of the freight system are improved.

CN120509813AActive Publication Date: 2025-08-19XIAN HUODA NETWORK TECH CO LTD
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Patent Information

Application Number
CN202510991513.1
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-07-18
Publication Date
2025-08-19
Estimated Expiration
2045-07-18

AI Technical Summary

Technical Problem

The existing freight tracking technology lacks the ability to analyze real-time status, abnormal events and environmental conditions during transportation, and cannot adapt to the requirements of modern smart logistics for transparent and intelligent response to the entire process. The processing capabilities and real-time nature of the traditional logistics information management system are limited, so it is impossible to effectively integrate multi-source heterogeneous data.

Method used

By obtaining the unique identification information of the freight unit, an initial freight entity relationship map is built, multi-source real-time data preprocessing and fusion is used to perform intelligent judgment based on dynamic spatiotemporal feature models, a learnable multi-dimensional path evaluation engine is built to realize path re-planning, and automatically reconstruct and vehicle scheduling when abnormal events are detected, and synchronize to the cloud platform for optimization.

Benefits of technology

It realizes the integrated processing of global perception and local response to freight status, has the ability to integrate multi-source data and identify abnormal trends, dynamically adjusts transportation paths and scheduling strategies, and improves the safety, reliability and flexibility of the transportation system.

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Abstract

The invention discloses a freight logistics information intelligent tracking management method and system, and belongs to the technical field of freight management, and the method comprises the steps: obtaining unique identification information of a freight unit, building the association with order content, carrier information and a preset transportation path, constructing a freight entity relation graph, and carrying out the management of the freight logistics information; performing preprocessing and modal fusion on multi-source real-time data in a transportation process, and extracting a structured cargo state feature set; based on a dynamic space-time modeling mechanism, the current freight state is intelligently judged, and a risk prediction result set is generated; predictive reconstruction is carried out on the transportation path in combination with a risk result; automatically executing path reconstruction, vehicle scheduling or user notification after the abnormal event is identified; synchronizing the evolution state and the risk data to a cloud platform for subsequent task optimization; according to the invention, full-flow intelligent sensing, real-time scheduling and abnormal closed-loop response in the logistics process are realized, and the transparency, robustness and aging control capability of a transportation system are remarkably improved.
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