Maintenance 4.0 world of integrated information

Erkki Jantunen, Giovanni Di Orio, Csaba Hegedűs, Pal Varga, István Moldován, Felix Larrinaga, Martin Krawczyk-Becker, Michele Albano, Pedro Maló

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

2 Citationer (Scopus)

Abstract

The condition-based maintenance (CBM) strategy has got new, powerful toolset recently: the concepts of the Internet of Things (IoT) and Cyber-Physical Systems (CPS). These can provide flexible but powerful data collection and analysis methods for proactive and predictive maintenance. In the landscape of new digitalization and interconnection of products, services, processes, enterprises and people, IoT/CPS-based platforms are increasing in their size and target applications in a steady manner. Beside the fundamental research challenges regarding the reference architecture, interoperability, performance, quality and deployment issues, the challenges regarding system maintenance are also burning. There are various issues that are specific to the maintenance domain: interoperability and data flow management, data representation models, and data processing models and tools. The paper describes a maintenance reference architecture and platform, which aims to tackle all these challenges. The architecture suggested by the MANTIS project covers edge and cloud level interoperability, data flow management and data processing issues. Furthermore, it provides domain-specific methods for root cause analysis, failure prediction and models for predicting remaining useful life. The architecture is strengthened by the concept of MIMOSA, a data model definition that allows data representation models that are easy to fit into relational object and information management models required by CBM. The MANTIS platform utilizes the Arrowhead framework for tackling interoperability and integrability issues.

OriginalsprogEngelsk
TitelEnterprise Interoperability VIII : Smart Services and Business Impact of Enterprise Interoperability
Antal sider12
ForlagSpringer Publishing Company
Publikationsdato26 apr. 2019
Sider67-78
ISBN (Trykt)978-3-030-13692-5
DOI
StatusUdgivet - 26 apr. 2019
BegivenhedI-ESA’18 - Berlin, Tyskland
Varighed: 19 mar. 201823 mar. 2018

Konference

KonferenceI-ESA’18
Land/OmrådeTyskland
ByBerlin
Periode19/03/201823/03/2018
NavnProceedings of the I-ESA Conferences
Vol/bind9
ISSN2199-2533

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