智能制造执行系统（MES）生产数据集

本数据集为智能制造执行系统（MES）的生产执行数据，覆盖离散及流程制造模式下的工单信息、工序执行记录、设备状态、质量检验、物料消耗及时间戳（计划/实际开工完工）。包含产品型号、工序参数、合格/不良品数量、不良原因分类、设备综合效率(OEE)相关字段及工单状态标签。适用于生产绩效分析、OEE计算、瓶颈识别、质量根因分析及调度优化。This dataset contains production execution data sourced from Manufacturing Execution Systems (MES). It covers work order information, process execution records, equipment status, quality inspection data, material consumption records, and timestamps (scheduled/actual start and completion times) under both discrete and process manufacturing modes. The dataset includes fields such as product models, process parameters, quantities of qualified and defective products, defect cause classifications, fields related to Overall Equipment Effectiveness (OEE), and work order status tags. It is applicable to production performance analysis, OEE calculation, bottleneck identification, quality root cause analysis, and scheduling optimization.

搜集汇总

背景与挑战

背景概述

该数据集包含智能制造执行系统（MES）的生产执行数据，覆盖离散与流程制造模式下的工单、工序、设备状态、质量检验、物料消耗及时间戳等关键信息。它适用于生产绩效分析、设备综合效率（OEE）计算、瓶颈工序识别、质量根因分析以及生产调度优化等工业制造场景。