Article | Proceedings of The 9th EUROSIM Congress on Modelling and Simulation, EUROSIM 2016, The 57th SIMS Conference on Simulation and Modelling SIMS 2016 | Information from Centralized Database to Support Local Calculations in Condition Monitoring Linköping University Electronic Press Conference Proceedings
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Title:
Information from Centralized Database to Support Local Calculations in Condition Monitoring
Author:
Antti Koistinen: Control engineering, University of Oulu, Finland Esko Juuso: Control engineering, University of Oulu, Finland
DOI:
10.3384/ecp171421122
Download:
Full text (pdf)
Year:
2018
Conference:
Proceedings of The 9th EUROSIM Congress on Modelling and Simulation, EUROSIM 2016, The 57th SIMS Conference on Simulation and Modelling SIMS 2016
Issue:
142
Article no.:
165
Pages:
1122-1128
No. of pages:
7
Publication type:
Abstract and Fulltext
Published:
2018-12-19
ISBN:
978-91-7685-399-3
Series:
Linköping Electronic Conference Proceedings
ISSN (print):
1650-3686
ISSN (online):
1650-3740
Publisher:
Linköping University Electronic Press, Linköpings universitet


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Maintenance in industry is currently moving from time planned preventive methods to condition-based operation for better process reliability and lowered manufacturing costs. Machine vibrations include information from operating state and machine health and can be used in the computing of several different features for condition monitoring and process control. These describing values can be used for the estimation of remaining useful life (RUL). Local computing enables the use of advanced algorithms for dense vibration data on-site, right next to the monitored process so that the data can be turned into information without the need for large data transfers and centralized computing. Calculated features can be supported with other sensory data, information through expert knowledge, modelling, and data from similar systems in other installations. Developments in wireless technologies enable the use of small nodes in distributed computing. This paper examines the use of locally calculated generalized norms in combination with supporting information from the global maintenance database.

Keywords: local calculation, edge computing, intelligent indices, vibration measurements, generalized norms, combined information

Proceedings of The 9th EUROSIM Congress on Modelling and Simulation, EUROSIM 2016, The 57th SIMS Conference on Simulation and Modelling SIMS 2016

Author:
Antti Koistinen, Esko Juuso
Title:
Information from Centralized Database to Support Local Calculations in Condition Monitoring
DOI:
http://dx.doi.org/10.3384/ecp171421122
References:
No references available

Proceedings of The 9th EUROSIM Congress on Modelling and Simulation, EUROSIM 2016, The 57th SIMS Conference on Simulation and Modelling SIMS 2016

Author:
Antti Koistinen, Esko Juuso
Title:
Information from Centralized Database to Support Local Calculations in Condition Monitoring
DOI:
https://doi.org10.3384/ecp171421122
Note: the following are taken directly from CrossRef
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Last updated: 2019-10-02