啤酒生产能耗KPI考核水耗分析数据集

数据包含了291条啤酒日产量、生产总水耗、各工序水耗的数据。包含：序号、日期、产量/目标值、产量/实际值、产量/完成率、产量/偏差率、产量/是否异常（偏差＞20%为异常）、生产总水耗/目标值、生产总水耗/实际值、生产总水耗/完成率、生产总水耗/偏差率、生产总水耗/是否异常（偏差＞20%为异常）、包装水耗/目标值、包装水耗/实际值、包装水耗/完成率、包装水耗/偏差率、包装水耗/是否异常（偏差＞15%为异常）、酿造水耗/目标值、酿造水耗/实际值、酿造水耗/完成率、酿造水耗/偏差率、酿造水耗/是否异常（偏差＞18%为异常）、动力水耗/目标值、动力水耗/实际值、动力水耗/完成率、动力水耗/偏差率、动力水耗/是否异常（偏差＞8%为异常）、能耗异常分析、提升改进措施等。

The dataset contains 291 records covering daily beer production output, total production water consumption, and water consumption data of each production process. The included fields are: serial number, date, production output/target value, production output/actual value, production output/completion rate, production output/deviation rate, production output/abnormity flag (abnormal when deviation > 20%), total production water consumption/target value, total production water consumption/actual value, total production water consumption/completion rate, total production water consumption/deviation rate, total production water consumption/abnormity flag (abnormal when deviation > 20%), packaging water consumption/target value, packaging water consumption/actual value, packaging water consumption/completion rate, packaging water consumption/deviation rate, packaging water consumption/abnormity flag (abnormal when deviation > 15%), brewing water consumption/target value, brewing water consumption/actual value, brewing water consumption/completion rate, brewing water consumption/deviation rate, brewing water consumption/abnormity flag (abnormal when deviation > 18%), power water consumption/target value, power water consumption/actual value, power water consumption/completion rate, power water consumption/deviation rate, power water consumption/abnormity flag (abnormal when deviation > 8%), energy consumption anomaly analysis, and improvement measures, etc.

搜集汇总

背景与挑战

背景概述

该数据集聚焦于啤酒生产过程中的能耗与水耗分析，包含291条记录，涵盖啤酒日产量、生产总水耗及各工序水耗的详细数据，如目标值、实际值、完成率和偏差率等指标。它旨在通过数据分析识别水耗异常原因，实时监测生产环节，并制定针对性改进措施，以节约资源、降低成本并提升利润。数据集以Excel格式提供，适用于工业KPI考核和效率优化场景。