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Maintenance and digital health control in smart manufacturing based on condition monitoring
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Assad, Fadi, Konstantinov, Sergey, Nureldin, H., Waseem, M, Rushforth, Emma, Ahmad, Bilal and Harrison, Robert (2020) Maintenance and digital health control in smart manufacturing based on condition monitoring. In: 8th CIRP Conference on Assembly Technologies and Systems, Virtual conference, 29 Sep - 01 Oct 2020. Published in: Procedia CIRP ISSN 2212-8271. (In Press)
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Abstract
Smart manufacturing is the modern form of manufacturing that utilises Industry 4.0 enablers for decision making and resources planning by taking advantage of the available data. Therefore, the state of the art technologies are either replaced or improved using the newly introduced manufacturing paradigm. In practice, condition monitoring is an on-going activity that preserves the manufacturing facility capability to deliver its production aims and decrease the production discontinuity as much as possible. Against this background, this paper discusses the state of the art condition monitoring and proposes a framework of fault detection and decision making at different levels namely component and station. The introduced framework relies on Virtual Engineering (VE) and Discrete Event Simulation (DES) in smart manufacturing environments. The application of the suggested methodology and its implementation is demonstrated in a case study of a battery module assembly line.
| Item Type: | Conference Item (Paper) | ||||||||
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| Subjects: | H Social Sciences > HD Industries. Land use. Labor Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software T Technology > TS Manufactures |
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| Divisions: | Faculty of Science > WMG (Formerly the Warwick Manufacturing Group) | ||||||||
| Library of Congress Subject Headings (LCSH): | Manufacturing processes -- Automation, Manufacturing industries -- Technological innovations, Virtual computer systems, Production engineering -- Data processing, Industries -- Technological innovations | ||||||||
| Journal or Publication Title: | Procedia CIRP | ||||||||
| Publisher: | Elsevier | ||||||||
| ISSN: | 2212-8271 | ||||||||
| Official Date: | 2020 | ||||||||
| Dates: |
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| Date of first compliant deposit: | 7 October 2020 | ||||||||
| Status: | Peer Reviewed | ||||||||
| Publication Status: | In Press | ||||||||
| Access rights to Published version: | Open Access | ||||||||
| RIOXX Funder/Project Grant: |
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| Conference Paper Type: | Paper | ||||||||
| Title of Event: | 8th CIRP Conference on Assembly Technologies and Systems | ||||||||
| Type of Event: | Conference | ||||||||
| Location of Event: | Virtual conference | ||||||||
| Date(s) of Event: | 29 Sep - 01 Oct 2020 | ||||||||
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