一种基于AI训练与推理协同调度的指标口径冲突识别方法与系统

By using AI training and inference collaborative scheduling, an ordered transaction time list and a conflict identification model were constructed, which solved the problem of inventory data distortion caused by unclear ownership of goods in transit during multi-warehouse transfers, and achieved dynamic accuracy and real-time monitoring of inventory data.

CN121920925BActive Publication Date: 2026-07-17GUANGZHOU ZHONGYUAN INFORMATION TECH CO LTD

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
GUANGZHOU ZHONGYUAN INFORMATION TECH CO LTD
Filing Date
2025-12-05
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

During multi-warehouse transfers, unclear ownership of goods in transit leads to distorted inventory data. Existing technologies struggle to accurately identify and resolve inventory data discrepancies caused by overlapping transit statuses and transaction sequences.

Method used

By using AI training and inference collaborative scheduling, an ordered transaction time list is constructed, concurrent time series and time series overlap groups are identified, the degree of time series overlap is quantified, a caliber conflict identification model is constructed based on historical transfer records, inventory differences are analyzed, the ownership status of goods in transit is determined, a real inventory time series is generated, and a caliber conflict identification alarm is triggered.

Benefits of technology

It achieves dynamic accuracy of inventory data in complex allocation scenarios, automatically identifies and warns of inventory anomalies, and ensures real-time consistency and accuracy of inventory data.

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Abstract

本申请提供一种基于AI训练与推理协同调度的指标口径冲突识别方法与系统,包括:从库存管理系统数据库中获取多仓库调拨记录的事务发起时间戳,识别在途商品以及对应在途商品的出库确认时刻与目标仓入库登记时刻,对出库确认时刻与目标仓入库登记时刻进行排序,得到有序事务时间清单;根据口径冲突类型,识别各仓库调拨链路中的在途商品归属状态,在途商品归属状态包括出库未入库状态和下游仓库调拨依赖上游仓库库存状态;根据真实库存时序与时序累计库存值进行实时比对,评估偏差是否超出预设口径冲突识别范围,触发口径冲突识别警报,将冲突类型、潜在口径冲突的分布范围与相关事务发起时间戳记录到管理系统日志中。
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