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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IFSA Publishing, S.L.
2013-08-01
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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.
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topic |
Wireless sensor network Milling roller monitoring MAC protocol Predictive maintenance |
url |
http://www.sensorsportal.com/HTML/DIGEST/august_2013/P_1280.pdf |
work_keys_str_mv |
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