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.
| Original language | English |
|---|---|
| Title of host publication | Enterprise Interoperability VIII |
| Subtitle of host publication | Proceedings of the I-ESA Conferences |
| Editors | K. Popplewell, K.D. Thoben, T. Knothe, R. Poler |
| Publisher | Springer |
| Pages | 67-78 |
| ISBN (Electronic) | 978-3-030-13693-2 |
| ISBN (Print) | 978-3-030-13692-5 |
| DOIs | |
| Publication status | Published - 26 Apr 2019 |
| MoE publication type | A3 Part of a book or another research book |
| Event | Interoperability for Enterprise Systems and Applications, I-ESA'18 - Franhofer IPK, Berlin, Germany Duration: 22 Mar 2018 → 23 Mar 2018 http://iesa2018.ipk.fraunhofer.de/4941/ |
Publication series
| Series | Proceedings of the I-ESA Conferences |
|---|---|
| Volume | 9 |
| ISSN | 2199-2533 |
Conference
| Conference | Interoperability for Enterprise Systems and Applications, I-ESA'18 |
|---|---|
| Abbreviated title | I-ESA 2018 |
| Country/Territory | Germany |
| City | Berlin |
| Period | 22/03/18 → 23/03/18 |
| Internet address |
Funding
This work has been developed with the support of funds made available provided by the European Commission in the scope of ECSEL/H2020 MANTIS Research and Innovation Action (Project ID: 662189), by the Portuguese Fundação para a Ciência e a Tecnologia (FCT, I.P.) in the framework of project UID/EEA/00066/2013 PEST (Strategic Plan for Science and Technology) for the Centre of Technology and Systems (CTS), by the Finnish Funding Agency for Innovation Tekes and by Ministerio de Industria, Energía y Turismo (Spain).
Keywords
- Condition-based maintenance (CBM)
- Cyber-Physical Systems (CPS)
- Internet of Things (IoT)