CCD尺寸检测数据集

该数据集广泛用于五金零部件批量生产环节的尺寸一致性控制与质量追溯。通过全检方式获取各个关键部位的尺寸数据，能够及时发现尺寸偏差与不合格趋势，指导产线调整工艺参数，提升产品一致性和合格率。此外，该数据也可作为客户验证与供应链质量保障的重要依据，提升产品市场公信力，降低企业因尺寸不良导致的返工和退货成本，增强客户满意度与品牌价值。This dataset is widely utilized for dimensional consistency control and quality traceability during the mass production process of hardware components. Dimensional data of all key positions are collected via 100% inspection, enabling timely detection of dimensional deviations and non-conformance trends, guiding production lines to adjust process parameters, and ultimately improving product consistency and pass rate. In addition, this data can serve as a critical reference for customer validation and supply chain quality assurance, enhancing the market credibility of products, reducing enterprise costs incurred by dimensional non-conformities including rework and returns, and boosting customer satisfaction and brand value.

搜集汇总

背景与挑战

背景概述

CCD尺寸检测数据集是由东莞康翔五金制品有限公司提供的五金零件光学测量数据集合，包含多个关键尺寸的实测值及公差范围判定结果。该数据集主要用于生产过程中的尺寸一致性控制、质量追溯和工艺优化，支持制造企业提升产品合格率和降低返工成本。数据以XLSX格式存储，包含时间戳、检测结果和各尺寸项的详细测量记录。