江苏传艺MES良品率分析数据

该文档记录2025年各生产线的质量管控数据，涵盖自动线和手工线在不同班次（白班/夜班）的生产情况。核心数据包括检验数量、批退数量、不良率/批退率等质量指标，重点追踪划伤、亮痕、异物、压伤等TOP3不良项目及其具体缺陷数量。这些数据为生产管理人员提供了产线良率趋势分析、缺陷归因追溯及责任制考核的依据，有助于优化工艺流程和提升质量控制水平。This document records quality control data for all production lines in 2025, covering production conditions of automated and manual lines across different shifts (day shift and night shift). The core metrics include quality indicators such as inspection quantity, batch rejection quantity, defect rate and batch rejection rate, focusing on tracking the top 3 defective items including scratches, bright marks, foreign matter and indentation as well as their specific defect counts. These data provide production managers with a basis for yield trend analysis of production lines, defect attribution tracing and responsibility system assessment, which facilitates the optimization of production processes and the improvement of quality control levels.

搜集汇总

背景与挑战

背景概述

该数据集由江苏传艺科技股份有限公司登记，专注于制造企业的生产质量管控，通过MES系统收集2025年各生产线（包括自动线和手工线）的检验数量、批退率及主要不良项目（如划伤、亮痕、异物等）数据，用于实时监控良率波动、追溯缺陷根源并优化工艺流程。它支持从缺陷预警到闭环改善的全链路质量管控，适用于消费电子等对表面质量要求高的行业，旨在降低质量损失并提升制造稳定性。