MRM: Wireless Sensor Network for Online Milling Roller Monitoring in Harsh Industrial Environment

Roller is a key component of milling machine in iron and steel industry, with the development of industrial wireless technology. The online predictive maintenance of the roller plays an important role in effective production. But the harsh working environment - spray of cooling liquid, moving, high...

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Main Authors: Yadong WAN, Wengquan WU, Xiaotong ZHANG, Bin YANG, Zhiheng GONG
Format: Article
Language:English
Published: IFSA Publishing, S.L. 2013-08-01
Series:Sensors & Transducers
Subjects:
Online Access:http://www.sensorsportal.com/HTML/DIGEST/august_2013/P_1280.pdf
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spelling doaj-fdcac182f3ef45468988e5731aed6d362020-11-24T23:15:16ZengIFSA Publishing, S.L.Sensors & Transducers2306-85151726-54792013-08-01155819MRM: Wireless Sensor Network for Online Milling Roller Monitoring in Harsh Industrial EnvironmentYadong WAN0Wengquan WU1Xiaotong ZHANG2Bin YANG3Zhiheng GONG4School of Computer and Communication Engineering Affiliation, University of Science and Technology Beijing, 100083, Beijing, ChinaSchool of Computer and Communication Engineering Affiliation, University of Science and Technology Beijing, 100083, Beijing, ChinaSchool of Computer and Communication Engineering Affiliation, University of Science and Technology Beijing, 100083, Beijing, ChinaNational Center for Materials Service Safety, University of Science and Technology Beijing, 100083, Beijing, ChinaSoluxe Property Service Management Co. Ltd, Beijing, ChinaRoller is a key component of milling machine in iron and steel industry, with the development of industrial wireless technology. The online predictive maintenance of the roller plays an important role in effective production. But the harsh working environment - spray of cooling liquid, moving, high temperature and heavy shelter - cause low quality of wireless communication and need high reliability. The paper proposed a novel roller monitoring system based on star/mesh topology, which use 2.4 GHz in mesh subnet and 433 MHz in star subnet to avoid interference between nodes in large scale networks. The paper designed a self-organized multi-channel link layer protocol optimized network flexibility and power consumption under high reliability. The system was deployed in the real iron and steel plant to monitor support roller of strip mill with one years, which shown a high reliability and low power consumption, and improved the efficiency of the roller maintenance. http://www.sensorsportal.com/HTML/DIGEST/august_2013/P_1280.pdfWireless sensor networkMilling roller monitoringMAC protocolPredictive maintenance
collection DOAJ
language English
format Article
sources DOAJ
author Yadong WAN
Wengquan WU
Xiaotong ZHANG
Bin YANG
Zhiheng GONG
spellingShingle Yadong WAN
Wengquan WU
Xiaotong ZHANG
Bin YANG
Zhiheng GONG
MRM: Wireless Sensor Network for Online Milling Roller Monitoring in Harsh Industrial Environment
Sensors & Transducers
Wireless sensor network
Milling roller monitoring
MAC protocol
Predictive maintenance
author_facet Yadong WAN
Wengquan WU
Xiaotong ZHANG
Bin YANG
Zhiheng GONG
author_sort Yadong WAN
title MRM: Wireless Sensor Network for Online Milling Roller Monitoring in Harsh Industrial Environment
title_short MRM: Wireless Sensor Network for Online Milling Roller Monitoring in Harsh Industrial Environment
title_full MRM: Wireless Sensor Network for Online Milling Roller Monitoring in Harsh Industrial Environment
title_fullStr MRM: Wireless Sensor Network for Online Milling Roller Monitoring in Harsh Industrial Environment
title_full_unstemmed MRM: Wireless Sensor Network for Online Milling Roller Monitoring in Harsh Industrial Environment
title_sort mrm: wireless sensor network for online milling roller monitoring in harsh industrial environment
publisher IFSA Publishing, S.L.
series Sensors & Transducers
issn 2306-8515
1726-5479
publishDate 2013-08-01
description Roller is a key component of milling machine in iron and steel industry, with the development of industrial wireless technology. The online predictive maintenance of the roller plays an important role in effective production. But the harsh working environment - spray of cooling liquid, moving, high temperature and heavy shelter - cause low quality of wireless communication and need high reliability. The paper proposed a novel roller monitoring system based on star/mesh topology, which use 2.4 GHz in mesh subnet and 433 MHz in star subnet to avoid interference between nodes in large scale networks. The paper designed a self-organized multi-channel link layer protocol optimized network flexibility and power consumption under high reliability. The system was deployed in the real iron and steel plant to monitor support roller of strip mill with one years, which shown a high reliability and low power consumption, and improved the efficiency of the roller maintenance.
topic Wireless sensor network
Milling roller monitoring
MAC protocol
Predictive maintenance
url http://www.sensorsportal.com/HTML/DIGEST/august_2013/P_1280.pdf
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