Maria Jose Santofimia
Autonomous CPSoS for cognitive large manufacturing industries.
Santofimia, Maria Jose; Villanueva, Felix J.; Caba, Julian; Fernandez-Bermejo, Jesus; del Toro, Xavier; Wiratunga, Nirmalie; Trapero, Juan R.; Rubio, Ana; Salvadori, Claudio; Lopez, Juan Carlos
Authors
Felix J. Villanueva
Julian Caba
Jesus Fernandez-Bermejo
Xavier del Toro
Professor Nirmalie Wiratunga n.wiratunga@rgu.ac.uk
Associate Dean for Research
Juan R. Trapero
Ana Rubio
Claudio Salvadori
Juan Carlos Lopez
Abstract
The general aim of a cognitive Cyber Physical System of Systems (CPSoS) is to provide managed access to data in a smart fashion such that sensing and actuation capabilities are connected. Whilst there is significant funding and research devoted to this area, focus remains purely on creating bespoke systems. This paper presents a novel approach, based on a set of components to leverage Situational Awareness and Smart Actuation in large manufacturing industries with the focus on enabling predictive maintenance for asset and abnormal situation management. This paper presents a novel generic platform, named AtiCoS, that combines case-based and common-sense reasoning, as the enabling methodologies for enhancing CPSoS with cognitive capabilities.
Citation
SANTOFIMIA, M.J., VILLANUEVA, F.J., CABA, J., FERNANDEZ-BERMEJO, J., DEL TORO, X., WIRATUNGA, N., TRAPERO, J.R., RUBIO, A., SALVADORI, C. and LOPEZ, J.C. 2021. Autonomous CPSoS for cognitive large manufacturing industries. In Proceedings of 47th Institute of Electrical and Electronics Engineers (IEEE) Industrial Electronics Society annual conference 2021 (IECON 2021), 13-16 October 2021, [virtual conference]. Piscataway: IEEE [online], article 9589159. Available from: https://doi.org/10.1109/IECON48115.2021.9589159
Conference Name | 47th Institute of Electrical and Electronics Engineers (IEEE) Industrial Electronics Society annual conference 2021 (IECON 2021) |
---|---|
Conference Location | [virtual conference] |
Start Date | Oct 13, 2021 |
End Date | Oct 16, 2021 |
Acceptance Date | Sep 18, 2021 |
Online Publication Date | Oct 16, 2021 |
Publication Date | Nov 13, 2021 |
Deposit Date | Sep 30, 2021 |
Publicly Available Date | Sep 30, 2021 |
Publisher | Institute of Electrical and Electronics Engineers (IEEE) |
Series ISSN | 2577-1647 |
DOI | https://doi.org/10.1109/IECON48115.2021.9589159 |
Keywords | CPSoS; Predictive maintenance; Situational awareness; Smart actuation |
Public URL | https://rgu-repository.worktribe.com/output/1474667 |
Files
SANTOFIMIA 2021 Autonomous CPSoS (AAM)
(783 Kb)
PDF
Copyright Statement
© 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
You might also like
Towards feasible counterfactual explanations: a taxonomy guided template-based NLG method.
(2023)
Conference Proceeding
Proceedings of the 6th International workshop on knowledge discovery from healthcare data (KDH@IJCAI 2023)
(2023)
Conference Proceeding
CBR driven interactive explainable AI.
(2023)
Conference Proceeding
Downloadable Citations
About OpenAIR@RGU
Administrator e-mail: publications@rgu.ac.uk
This application uses the following open-source libraries:
SheetJS Community Edition
Apache License Version 2.0 (http://www.apache.org/licenses/)
PDF.js
Apache License Version 2.0 (http://www.apache.org/licenses/)
Font Awesome
SIL OFL 1.1 (http://scripts.sil.org/OFL)
MIT License (http://opensource.org/licenses/mit-license.html)
CC BY 3.0 ( http://creativecommons.org/licenses/by/3.0/)
Powered by Worktribe © 2024
Advanced Search