一种基于大数据的粮食物流管理方法及系统

By deploying sensors in grain transport vehicles and warehouses, and combining this with data analysis at a big data processing center, transportation routes and inventory management are optimized. This solves the problems of high losses, inaccurate inventory, and low scheduling efficiency in traditional grain logistics management, and achieves intelligent and efficient grain logistics management.

CN120612036BActive Publication Date: 2026-07-17ANHUI GRAIN ENG VOCATIONAL COLLEGE +1
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
ANHUI GRAIN ENG VOCATIONAL COLLEGE
Filing Date
2025-05-29
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

Traditional grain logistics management suffers from problems such as high transportation losses, inaccurate inventory management, and low transportation scheduling efficiency, making it difficult to meet the needs of the modern grain industry.

Method used

By employing a big data-based approach, sensors are deployed in grain transport vehicles and warehouses to monitor data in real time. This data is then preprocessed and analyzed in conjunction with a big data processing center to build data analysis models, optimize transport routes and inventory management, generate intelligent decisions, and make real-time adjustments.

Benefits of technology

Effectively reduce transportation losses, rationally arrange inventory, improve transportation efficiency and reduce costs, and realize the intelligent and scientific management of grain logistics.

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Abstract

本发明涉及粮食物流管理技术领域,具体涉及一种基于大数据的粮食物流管理方法及系统,该方法包括:获取粮食物流运输过程中的数据、粮食仓库数据和粮食市场价格数据;将采集到的各类数据传输至大数据处理中心进行数据预处理,对预处理后的数据进行整合;构建数据分析模型对整合后的数据进行分析,对运输损耗和库存需求进行预测,对物流运输路线和车辆调度进行优化;根据数据分析模型的分析结果生成粮食物流管理决策,并在决策执行过程中实时收集执行效果数据反馈到大数据处理中心,对数据分析模型进行优化和调整。本发明通过大数据分析生成粮食物流管理决策,提高决策的科学性和及时性,提高粮食物流运输的整体效率。
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