工业园硫酸蒸汽能耗产量数据集

内部：设备级监测：通过车间DCS系统实时采集蒸汽表、气体流量计等仪表数据，采样频率达分钟级。工艺关联：将蒸汽输出量与硫酸生产线的反应釜温度、压力等参数联动分析。能效计算：基于气体产量与蒸汽消耗量自动计算单位能耗指标
外部：气象数据：接入园区气象站温湿度数据，用于修正环境因素对蒸汽管网散热的影响。电价波动：同步电网分时电价数据，指导错峰生产调度。检修记录：关联设备维护日志，排除仪表故障导致的异常波动

Internal:
1. Device-level monitoring: Real-time collection of data from instruments including steam meters and gas flowmeters through the workshop's Distributed Control System (DCS), with a per-minute sampling frequency.
2. Process correlation: Perform joint analysis of steam output volume alongside parameters such as the temperature and pressure of reaction kettles in the sulfuric acid production line.
3. Energy efficiency calculation: Automatically calculate unit energy consumption metrics based on gas production volume and steam consumption.

External:
1. Meteorological data: Acquire temperature and humidity data from the park's meteorological station, which is used to correct the impact of environmental factors on heat dissipation of the steam pipeline network.
2. Electricity price dynamics: Synchronize time-of-use (TOU) electricity price data from the power grid to guide peak-shifting production scheduling.
3. Maintenance records: Correlate equipment maintenance logs to eliminate abnormal fluctuations caused by instrument malfunctions.

搜集汇总

背景与挑战

背景概述

该数据集是工业园硫酸生产过程中的蒸汽能耗与产量监测数据，包含分钟级采集的蒸汽表读数、气体产量及环境参数等12522条记录，每天更新。数据通过算法实现能效分析、异常检测和生产调度，主要用于优化生产效率、管控成本和预防安全风险。