Industrial internet platforms: applications in BF ironmaking

被引:12
|
作者
Li, Hongyang [1 ]
Li, Xin [1 ]
Liu, Xiaojie [1 ]
Bu, Xiangping [2 ]
Li, Hongwei [1 ]
Lyu, Qing [1 ]
机构
[1] North China Univ Sci & Technol, Coll Met & Energy, 21 Bohai Rd, Tangshan 063210, Hebei, Peoples R China
[2] Hangzhou Pailie Technol Co Ltd, Hangzhou, Peoples R China
关键词
Industrial internet platform; BF ironmaking; intelligent transformation; intelligent application; data warehouse; BIG DATA;
D O I
10.1080/03019233.2022.2069990
中图分类号
TF [冶金工业];
学科分类号
0806 ;
摘要
The industrial Internet brings new trends and technologies to traditional industries. This paper analyses the current data situation and intelligent transformation needs of the blast furnace ironmaking industry; proposes a reference architecture for the blast furnace ironmaking industrial internet and implements corresponding technical support given a large amount of industrial information in the blast furnace ironmaking field, the fast update rate and the difficulties in data analysis and mining. To further illustrate the reference architecture, the implementation and operation mechanism of the industrial internet platform for the blast furnace ironmaking is discussed from the perspectives of data transmission, storage, analysis and processing, task scheduling, data warehouse and intelligent applications. Finally, the application development and operation process of the industrial internet platform in the blast furnace ironmaking environment is illustrated by building the application, using the hot metal temperature prediction application and the material size monitoring application as examples.
引用
收藏
页码:905 / 916
页数:12
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