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Energy saving in lithium-ion battery manufacturing through the implementation of predictive maintenance
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Titmarsh, Rohin, Assad, Fadi and Harrison, Robert (2022) Energy saving in lithium-ion battery manufacturing through the implementation of predictive maintenance. In: 5th International Conference on Computing, Electronics & Communications Engineering (iCCECE '22), University of Essex, Southend Campus, UK, 17-18 Aug 2022 ISBN 9781665489812. doi:10.1109/iCCECE55162.2022.9875079 [ 🗎 Public]. [ (✓) hoa:511 ]
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Official URL: https://doi.org/10.1109/iCCECE55162.2022.9875079
Abstract
With digitalisation changing the way manufacturing activities are conducted, maintenance practices and systematisation are expected to go through a major change. For the battery module and pack assembly spaces in the electrification industry, which witnesses a significant growth, more effort has to be put into the development of “digital maintenance” strategies. Against this background, the current work inspects the identified research gap in this domain, this being that DES models can play a greater role to implement predictive maintenance, and energy consumption varies greatly and is not reported in a standard way. Monitoring process data and logging corresponding energy consumption, can provide a vision of conducting predictive maintenance for a flexible battery module assembly line. Using a configurable DES model also makes the most practical use for a flexible design which can be modified to suit different cases, both in terms of battery structure and components in use from cell to welding. A case study is presented in order to exemplify the implementation of the proposed methodology. In the case study used in this paper, results show a 3% energy consumption drop, but could be different depending on the module configuration and assembly process.
| Item Type: | Conference Item (Paper) | ||||||
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| Subjects: | T Technology > TK Electrical engineering. Electronics Nuclear engineering T Technology > TS Manufactures |
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| Divisions: | Faculty of Science, Engineering and Medicine > Engineering > WMG (Formerly the Warwick Manufacturing Group) | ||||||
| Library of Congress Subject Headings (LCSH): | Lithium ion batteries, Maintenance -- Technological innovations, Battery management systems | ||||||
| Publisher: | The Institute of Electrical and Electronics Engineers (IEEE) | ||||||
| ISBN: | 9781665489812 | ||||||
| Official Date: | 7 September 2022 | ||||||
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| DOI: | 10.1109/iCCECE55162.2022.9875079 | ||||||
| Status: | Peer Reviewed | ||||||
| Publication Status: | Published | ||||||
| Access rights to Published version: | Restricted or Subscription Access | ||||||
| Date of first compliant deposit: | 14 September 2022 | ||||||
| Date of first compliant Open Access: | 15 September 2022 | ||||||
| RIOXX Funder/Project Grant: |
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| Conference Paper Type: | Paper | ||||||
| Title of Event: | 5th International Conference on Computing, Electronics & Communications Engineering (iCCECE '22) | ||||||
| Type of Event: | Conference | ||||||
| Location of Event: | University of Essex, Southend Campus, UK | ||||||
| Date(s) of Event: | 17-18 Aug 2022 |
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