生产来料品质检测数据集

内部采集维度 生产端数据：检验日期、进货批/只数等时间批次信息，物料ERP料号与报检部门的关联数据，合格供方标识，材料类别双重分类 质检过程数据：检验项数/不合格项数的量化指标，不合格情况文本描述，处置意见 外部采集维度 供应链数据：供应商资质动态管理（通过合格供方字段联动，外购件名称与物料ERP料号的映射关系。Internal Collection Dimensions Production-side data: Inspection date, time-batch information such as incoming batch quantity, association data between material ERP part numbers and inspection reporting departments, qualified supplier identification, and dual classification of material categories. Quality inspection process data: Quantitative indicators of the number of inspection items / number of non-conforming items, text descriptions of non-conforming situations, and disposal opinions. External Collection Dimensions Supply chain data: Dynamic management of supplier qualifications (linked via the qualified supplier field), and the mapping relationship between purchased part names and material ERP part numbers.

搜集汇总

背景与挑战

背景概述

该数据集是制造业电子设备领域的企业质检数据，包含5841条每日更新的来料检验记录，涵盖供应商信息、物料数据和质检结果等20个维度。其特点在于通过供应商分级模型和质量预测算法实现智能质量管控，支持从风险预警到成本分析的完整决策闭环。