大型冶金生产装备制造服务大数据中心运行数据集

数据集的内容：该数据集主要包括基于大数据中心开展数据填补、数据修复等数据预处理操作后得到的有色冶金装备运行状态数据，具体包括：进料量、鼓风机电流、进风总管道流量、进风管道压力、进风管道温度、焙烧炉炉膛温度、焙烧炉沸腾层温度、焙烧炉出口烟气温度、焙烧炉出口烟气压力、SO2浓度等。采集方案：数据采集方案如下图所示。基于构建的大数据平台实现数据的实时采集。

Dataset Content: This dataset mainly includes the operating status data of non-ferrous metallurgical equipment obtained after data preprocessing operations such as data imputation and data repair based on big data centers. The specific indicators include: feeding rate, blower current, total air inlet pipeline flow, air inlet pipeline pressure, air inlet pipeline temperature, roaster furnace temperature, roaster fluidized bed temperature, roaster outlet flue gas temperature, roaster outlet flue gas pressure, SO2 concentration, etc. Data Collection Scheme: The data collection scheme is shown in the following figure. Real-time data collection is implemented based on the constructed big data platform.

搜集汇总

背景与挑战

背景概述

该数据集包含有色冶金装备运行状态数据，涵盖进料量、鼓风机电流、SO2浓度等多种参数，数据量527.95MB，共63个文件，格式为csv和docx。数据来源于大数据中心的数据预处理操作，如数据填补和修复。