东丽产品质量巡检管理数据集

该数据可应用于以下场景： 1. 产线质量异常快速响应场景：当车间巡检发现不良品时立即停线分析，避免批量不良；通过扫码快速定位问题工序和操作人员，缩短问题处理时间； 2. 关键工序质量控制场景：针对车间露铁线、装配偏差等常见不良，制定专项检查标准；对高风险产品增加抽检频次，确保出货质量；

This dataset can be applied to the following scenarios:
1. Rapid response scenario for production line quality anomalies: Immediately halt production for analysis when defective products are detected during workshop patrol inspections, so as to avoid batch defects; quickly locate the problematic process and operating personnel via QR code scanning, thereby shortening problem resolution time;
2. Quality control scenario for key manufacturing processes: Formulate specialized inspection standards for common defects such as exposed iron lines and assembly deviations in the workshop; increase the sampling frequency for high-risk products to ensure the quality of shipped products.

搜集汇总

背景与挑战

背景概述

该数据集是东莞东丽塑胶制品有限公司申请的产品质量巡检管理数据，包含13个字段100条核心记录，涵盖部门、订单、工序等关键信息，用于实时监控生产质量。数据集支持产线异常快速响应和关键工序精准控制，通过标准化参数帮助管理层优化质量管理流程，确保产品出货质量稳定。数据以.xlsx格式存储，来源于企业自行产生，并已通过数据知识产权登记，有效期为五年。