An IoT-Based Online Monitoring System for Continuous Steel Casting

被引:60
|
作者
Zhang, Feng [1 ]
Liu, Min [1 ]
Zhou, Zhuo [2 ]
Shen, Weiming [3 ]
机构
[1] Tongji Univ, Coll Elect & Informat Engn, Shanghai 201804, Peoples R China
[2] Shanghai Aviat Ind Grp Co Ltd, Informat Ctr, Shanghai 200232, Peoples R China
[3] Tongji Univ, Key Lab Embedded Syst & Serv Comp, Shanghai 201804, Peoples R China
来源
IEEE INTERNET OF THINGS JOURNAL | 2016年 / 3卷 / 06期
关键词
Continuous steel casting; data processing; Internet of Things (IoT); online monitoring; WIRELESS SENSOR; FRAMEWORK; NETWORK; EFFICIENT; RESOURCE; INTERNET; SCHEME; SECURE; CLOUD;
D O I
10.1109/JIOT.2016.2600630
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Monitoring solutions using the Internet of Things (IoT) techniques, can continuously gather sensory data, such as temperature and pressure, and provide abundant information for a monitoring center. Nevertheless, the heterogeneous and massive data bring significant challenges to real-time monitoring and decision making, particularly in time-sensitive industrial environments. This paper presents an online monitoring system based on an IoT system architecture which is composed of four layers: 1) sensing; 2) network; 3) service resource; and 4) application layers. It integrates various data processing techniques including protocol conversion, data filtering, and data conversion. The proposed system has been implemented and demonstrated through a real continuous steel casting production line, and integrated with the TeamCenter platform. Results indicate that the proposed solution well addresses the challenge of heterogeneous data and multiple communication protocols in real-world industrial environments.
引用
收藏
页码:1355 / 1363
页数:9
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