物料仓库管理数据集

内部数据采集：基于唯一标识跟踪物料状态（入库 / 在库 / 出库 / 移库）和位置（库区 / 货架 / 坐标），采集物料 ID、批次号、数量、状态、操作时间戳、操作员等，关联物料名称、编码等基础信息，支撑库存控制、先进先出管理及库位优化，用于实时库存可视化与作业调度优化。外部数据采集：通过 RFID / 条码扫描、IoT 传感器、AGV/AMR 及系统接口获取位置坐标、环境数据（温湿度 / 重量）Internal Data Collection: Track material status (put-in storage, in-storage, put-out storage, stock transfer) and location (storage zone, shelf, coordinates) based on unique identifiers. Collect data including material ID, batch number, quantity, status, operation timestamp, operator, etc., and associate with basic material information such as material name and code. This supports inventory control, First-In First-Out (FIFO) management and storage location optimization, and is used for real-time inventory visualization and operation scheduling optimization. External Data Collection: Obtain location coordinates and environmental data (temperature and humidity, weight) via RFID/barcode scanning, IoT sensors, AGV/AMR and system interfaces.

搜集汇总

背景与挑战

背景概述

该数据集包含12421条物料仓库管理记录，通过RFID和IoT传感器实时采集物料状态、位置及环境数据，支持进销存全流程的自动化作业与决策优化，每周更新一次。