机加工类完工产品检验数据集

该数据集涵盖机加工完工产品检验的多个维度。内部采集方面，检验员在检验环节记录日期、料号、名称、型号、数量等基础信息，同步统计不合格原因、批数、一次合格数等关键数据，并针对不合格品进行评审，记录评审数、评审放行数、评审返工数、评审报废数及每批报废数。外部采集则可能涉及供应商提供的物料信息、客户对产品型号规格的要求等，这些信息会与内部检验数据相结合，形成完整的数据链条。This dataset covers multiple dimensions of finished machined product inspection. For internal data collection, inspectors record basic information such as date, part number, product name, model, and quantity during the inspection process, while simultaneously tallying key data including causes of non-conformity, number of batches, and first-pass qualified quantity. They also conduct quality reviews for non-conforming products, documenting the number of reviewed non-conforming products, quantity released after review, quantity reworked after review, quantity scrapped after review, and scrapped quantity per batch. For external data collection, the dataset may include material information provided by suppliers and customer requirements for product models and specifications. These external data entries will be integrated with internal inspection data to form a complete data chain.

搜集汇总

背景与挑战

背景概述

该数据集是湖北艾博智能装备有限公司提供的机加工类完工产品检验数据集，聚焦于机械零部件加工领域，包含221条记录并每天更新。数据集涵盖内部检验基础信息、不合格原因、评审结果以及外部物料和客户要求，用于质量监控、生产计划制定和供应商评估，具有结构化字段和规范的数据处理规则，支持制造业生产管理决策。