啤酒生产能耗KPI考核电耗分析数据集

数据包含了291条啤酒日产量、生产总电耗、各工序电耗的数据。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）、生产总电耗/目标值、生产总电耗/实际值、生产总电耗/完成率、生产总电耗/偏差率、生产总电耗/是否异常（偏差＞5%为异常）、包装电耗/目标值、包装电耗/实际值、包装电耗/完成率、包装电耗/偏差率、包装电耗/是否异常（偏差＞5%为异常）、酿造电耗/目标值、酿造电耗/实际值、酿造电耗/完成率、酿造电耗/偏差率、酿造电耗/是否异常（偏差＞8%为异常）、动力电耗/目标值、动力电耗/实际值、动力电耗/完成率、动力电耗/偏差率、动力电耗/是否异常（偏差＞5%为异常）、设备电损/目标值、设备电损/实际值、设备电损/完成率、设备电损/偏差率、设备电损/是否异常（偏差＞5%为异常）、能耗异常分析、提升改进措施等。This dataset consists of 291 records related to daily beer production output, total production electricity consumption, and electricity consumption of each production stage. The included fields are as follows: serial number, date, production output/target value, production output/actual value, production output/completion rate, production output/deviation rate, production output/abnormal flag (marked as abnormal when deviation exceeds 20%), total production electricity consumption/target value, total production electricity consumption/actual value, total production electricity consumption/completion rate, total production electricity consumption/deviation rate, total production electricity consumption/abnormal flag (marked as abnormal when deviation exceeds 5%), packaging electricity consumption/target value, packaging electricity consumption/actual value, packaging electricity consumption/completion rate, packaging electricity consumption/deviation rate, packaging electricity consumption/abnormal flag (marked as abnormal when deviation exceeds 5%), brewing electricity consumption/target value, brewing electricity consumption/actual value, brewing electricity consumption/completion rate, brewing electricity consumption/deviation rate, brewing electricity consumption/abnormal flag (marked as abnormal when deviation exceeds 8%), power electricity consumption/target value, power electricity consumption/actual value, power electricity consumption/completion rate, power electricity consumption/deviation rate, power electricity consumption/abnormal flag (marked as abnormal when deviation exceeds 5%), equipment power loss/target value, equipment power loss/actual value, equipment power loss/completion rate, equipment power loss/deviation rate, equipment power loss/abnormal flag (marked as abnormal when deviation exceeds 5%), energy consumption anomaly analysis, and improvement measures.

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管理，包含291条记录，详细记录了每日啤酒产量、生产总电耗以及包装、酿造、动力和设备电损等工序的电耗数据，并提供了目标值、实际值、完成率、偏差率及异常判断指标。其设计目的是通过监测和分析各工序用电情况，计算实际值与目标值的偏差，以识别能耗异常并支持生产改进，适用于企业能源效率评估和KPI考核场景。