工艺高质量数据集

对j酒的生产工艺数据（如原料配比、加工时长、温度参数等），对其开展清洗（剔除设备异常值、去除重复记录）与加工处理（校准数据精度、统一统计维度），形成结构规范、信息准确的高质量数据集；依托该数据集搭建数据查询体系，实现各班组生产数据的实时调取与永久留存查看，为生产进度追踪与绩效分析提供支持。Starting with liquor production process data (including raw material ratios, processing durations, temperature parameters and other related indicators), data cleaning (removing equipment-related outliers and duplicate records) and data processing (calibrating data precision and unifying statistical dimensions) were carried out to develop a high-quality dataset with standardized structure and accurate information. Based on this dataset, a data query system was built to enable real-time retrieval, permanent storage and access of production data from each work team, providing support for production progress tracking and performance analysis.

搜集汇总

背景与挑战

背景概述

该数据集由贵州习酒股份有限公司提供，规模达8271M，每日更新，专注于酒生产工艺领域，涵盖检验、制曲和窖池等数据，实现从原料到成品的全流程数字化链条，支持工艺改进和智能化转型。