新安化工热电厂安全相关工艺参数数据集

本数据集构建了一种锅炉的运行的传感器采集数据，主要记录了该数据集包含 29 个输入参数，例如上炉压力、容器出口蒸汽压力、锅压力、上部省煤器出口的烟气温度、一次风扇出口流量和锅炉出口蒸汽温度作为输出参数，适用于研究锅炉厂输出蒸汽温度预测和时序生成任务，共86400条数据。

This dataset consists of sensor-collected operational data from boilers. It contains 29 input parameters, such as furnace upper pressure, vessel outlet steam pressure, boiler drum pressure, flue gas temperature at the outlet of the upper economizer, and primary fan outlet flow rate, with the boiler outlet steam temperature as the output parameter. This dataset is applicable to research on boiler outlet steam temperature prediction and time-series generation tasks, with a total of 86,400 data samples.

搜集汇总

背景与挑战

背景概述

该数据集采集自新安化工热电厂的锅炉运行传感器，包含29个输入参数（如上炉压力、蒸汽压力等）和锅炉出口蒸汽温度作为输出参数，共计86400条数据。它适用于锅炉输出蒸汽温度的预测和时序生成研究，支持故障分析与预测等控制科学领域的应用。