铭基来料质检检验记录数据集

1、质量追溯与分析：可用于分析不同供应商、批次或物料的合格率，识别质量异常趋势。 2、供应商绩效管理：基于合格率、不合格数量及质检完成率，评估供应商稳定性与可靠性。 3、生产风险控制：通过质检记录监测来料波动，及时发现潜在质量隐患，降低生产损耗。 4、智能决策支持：结合历史质检数据建立质量预测模型，辅助制定采购与检验策略，实现数据驱动的质量改进。1. Quality Traceability and Analysis: Enables analysis of qualification rates across various suppliers, production batches or raw materials, and identification of abnormal quality trends. 2. Supplier Performance Management: Evaluates the stability and reliability of suppliers based on qualification rates, quantity of non-conforming products and quality inspection completion rate. 3. Production Risk Control: Monitors fluctuations in incoming raw materials via quality inspection records, timely detects potential quality hazards, and reduces production losses. 4. Intelligent Decision Support: Builds quality prediction models by leveraging historical quality inspection data, assists in formulating procurement and inspection strategies, and enables data-driven quality improvement.

搜集汇总

背景与挑战

背景概述

该数据集记录了广东铭基高科电子股份有限公司生产供应链中原材料与零部件的来料检验信息，包含物料编码、供应商、检验结果等结构化字段，用于质量追溯分析和供应商绩效管理。数据以.xlsx格式存储，经过清洗和处理，可计算合格率、不良率等指标，支持企业提升原料质量管控能力和生产风险控制。