壁纸生产线工艺数据集

该数据集广泛应用于壁纸制造企业的生产过程控制、质量追溯与设备状态评估等场景。通过对温度、张力、压力和机速等数据的监测与分析，可用于构建工艺预警系统，实现对设备运行异常、操作不当或材料问题的早期识别，进而预防次品生成。同时也为壁纸生产的数字化转型、能效评估和过程标准化提供了重要数据基础。

This dataset is widely utilized in scenarios such as production process control, quality traceability and equipment condition assessment for wallpaper manufacturing enterprises. By monitoring and analyzing data including temperature, tension, pressure and machine speed, it can be used to construct a process early warning system, enabling early identification of equipment operational abnormalities, improper operations or material-related issues, and thus preventing the generation of defective products. It also provides a critical data foundation for the digital transformation, energy efficiency assessment and process standardization of wallpaper production.

搜集汇总

背景与挑战

背景概述

壁纸生产线工艺数据集由广东玉兰集团股份有限公司提供，包含壁纸生产过程中的温度、张力、压力等关键工艺参数，以xlsx格式记录，用于生产质量控制、设备状态评估和工艺优化。数据采集自实际生产线，通过分钟级频率监测，支持壁纸制造的数字化转型和能效分析。