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UNIFIED PREDICTIVE MAINTENANCE SYSTEM

Deliverables

Dissemination, Communication and Data Management Plan

Documentation of the planned activities with regard to the scientific dissemination of the project’s research results, the wide communication and awareness creation of the project concepts, and the management of the research data produced in the course of the pilots

MAILLIS Business Case, Conceptualization and Evaluation Strategy

Documentation of the business case in the construction of productive systems, the conceptualization of the UPTIME deployment at MAILLIS case, and the evaluation methodology defined

Whirlpool Business Case, Conceptualization and Evaluation Strategy

Documentation of the business case in the construction of productive systems, the conceptualization of the UPTIME deployment at Whirlpool case, and the evaluation methodology defined

FFT Business Case, Conceptualization and Evaluation Strategy

Documentation of the business case in the construction of productive systems, the conceptualization of the UPTIME deployment at FFT case, and the evaluation methodology defined.

Market Research

Market analysis of the predictive maintenance market

Catalogue of PM Models, Techniques, Platforms

It will be a report supported by a database (in access) available for investigation to be investigated on the basis of predefined filters and queries.

Publications

Unveiling Trends and Predictions in Digital Factories

Author(s): Sophia Karagiorgou, Georgios Vafeiadis, Dimitrios Ntalaperas, Nikolaos Lykousas, Danae Vergeti, Dimitrios Alexandrou
Published in: 2019 15th International Conference on Distributed Computing in Sensor Systems (DCOSS), 2019, Page(s) 326-332
DOI: 10.1109/dcoss.2019.00073

Predictive Maintenance in the 4th Industrial Revolution: Benefits, Business Opportunities, and Managerial Implications

Author(s): Alexandros Bousdekis, Dimitris Apostolou, Gregoris Mentzas
Published in: IEEE Engineering Management Review, Issue 48/1, 2020, Page(s) 57-62, ISSN 0360-8581
DOI: 10.1109/emr.2019.2958037

Information Processing for Generating Recommendations Ahead of Time in an IoT-Based Environment

Author(s): Alexandros Bousdekis, Nikos Papageorgiou, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas
Published in: International Journal of Monitoring and Surveillance Technologies Research, Issue 5 10.4018/IJMSTR.2017 http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJMSTR.2017/4, 2017, Page(s) 38-62, ISSN 2166-7241
DOI: 10.4018/IJMSTR.2017100103

Enabling condition-based maintenance decisions with proactive event-driven computing

Author(s): Alexandros Bousdekis, Nikos Papageorgiou, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas
Published in: Computers in Industry, Issue 100, 2018, Page(s) 173-183, ISSN 0166-3615
DOI: 10.1016/j.compind.2018.04.019

Towards a Unified Predictive Maintenance System - A Use Case in Production Logistics in Aeronautics

Author(s): Karl Hribernik, Moritz von Stietencron, Alexandros Bousdekis, Bernd Bredehorst, Gregoris Mentzas, Klaus-Dieter Thoben
Published in: Procedia Manufacturing, Issue 16, 2018, Page(s) 131-138, ISSN 2351-9789
DOI: 10.1016/j.promfg.2018.10.168

Decision Making in Predictive Maintenance: Literature Review and Research Agenda for Industry 4.0

Author(s): Alexandros Bousdekis, Katerina Lepenioti, Dimitris Apostolou, Gregoris Mentzas
Published in: IFAC-PapersOnLine, Issue 52/13, 2019, Page(s) 607-612, ISSN 2405-8963
DOI: 10.1016/j.ifacol.2019.11.226

Prescriptive analytics: Literature review and research challenges

Author(s): Katerina Lepenioti, Alexandros Bousdekis, Dimitris Apostolou, Gregoris Mentzas
Published in: International Journal of Information Management, Issue 50, 2020, Page(s) 57-70, ISSN 0268-4012
DOI: 10.1016/j.ijinfomgt.2019.04.003

Streaming Analytics in Edge-Cloud Environment for Logistics Processes

Author(s): Moritz von Stietencron, Marco Lewandowski, Katerina Lepenioti, Alexandros Bousdekis, Karl Hribernik, Dimitris Apostolou, Gregoris Mentzas
Published in: Advances in Production Management Systems. Towards Smart and Digital Manufacturing - IFIP WG 5.7 International Conference, APMS 2020, Novi Sad, Serbia, August 30 – September 3, 2020, Proceedings, Part II, Issue 592, 2020, Page(s) 245-253
DOI: 10.1007/978-3-030-57997-5_29

A Unified Architecture for Proactive Maintenance in Manufacturing Enterprises

Author(s): Alexandros Bousdekis, Gregoris Mentzas, Karl Hribernik, Marco Lewandowski, Moritz von Stietencron, Klaus-Dieter Thoben
Published in: Enterprise Interoperability VIII - Smart Services and Business Impact of Enterprise Interoperability, Issue 9, 2019, Page(s) 307-317
DOI: 10.1007/978-3-030-13693-2_26

A Proactive Model for Joint Maintenance and Logistics Optimization in the Frame of Industrial Internet of Things

Author(s): Alexandros Bousdekis, Gregoris Mentzas
Published in: Operational Research in the Digital Era – ICT Challenges - 6th International Symposium and 28th National Conference on Operational Research, Thessaloniki, Greece, June 2017, 2019, Page(s) 23-45
DOI: 10.1007/978-3-319-95666-4_3

Prescriptive Analytics: A Survey of Approaches and Methods

Author(s): Katerina Lepenioti, Alexandros Bousdekis, Dimitris Apostolou, Gregoris Mentzas
Published in: Business Information Systems Workshops - BIS 2018 International Workshops, Berlin, Germany, July 18–20, 2018, Revised Papers, Issue 339, 2019, Page(s) 449-460
DOI: 10.1007/978-3-030-04849-5_39

Using Sensor Data for Predictive Maintenance of a Complex Transportation Asset

Author(s): Bernd Bredehorst, Olaf Peters, Jeroen Versteeg, Markus Neuhaus, Carl Hans, Moritz Von Stietencron
Published in: Enterprise Interoperability - Smart Services and Business Impact of Enterprise Interoperability, 2018, Page(s) 239-245
DOI: 10.1002/9781119564034.ch29

Real-time Predictive Maintenance Based on Complex Event Processing

Author(s): Klaus-Dieter Thoben, Abderrahim Ait-Alla, Marco Franke, Karl Hribernik, Michael Lütjen, Michael Freitag
Published in: Enterprise Interoperability - Smart Services and Business Impact of Enterprise Interoperability, 2018, Page(s) 291-296
DOI: 10.1002/9781119564034.ch36

DRIFT: A Data-driven Failure Mode, Effects and Criticality Analysis Tool

Author(s): Davide Zanardi, Manuele Barbieri, Giovanni Uguccioni
Published in: Enterprise Interoperability - Smart Services and Business Impact of Enterprise Interoperability, 2018, Page(s) 285-290
DOI: 10.1002/9781119564034.ch35

Part 6 Summary: Predictive Maintenance in Industry 4.0 - Methodologies, Tools and Interoperable Applications

Author(s): Gregoris Mentzas, Karl Hribernik, Klaus-Dieter Thoben, Dimitris Kiritsis, Ali Mousavi
Published in: Enterprise Interoperability - Smart Services and Business Impact of Enterprise Interoperability, 2018, Page(s) 233-237
DOI: 10.1002/9781119564034.part6

The Standards as Critical Means of Integration of Advanced Maintenance Approaches to Production Systems

Author(s): Yves Keraron
Published in: Enterprise Interoperability - Smart Services and Business Impact of Enterprise Interoperability, 2018, Page(s) 297-304
DOI: 10.1002/9781119564034.ch37

Predictive Maintenance in a Digital Factory Shop-Floor: Data Mining on Historical and Operational Data Coming from Manufacturers’ Information Systems

Author(s): Minas Pertselakis, Fenareti Lampathaki, Pierluigi Petrali
Published in: Advanced Information Systems Engineering Workshops - CAiSE 2019 International Workshops, Rome, Italy, June 3-7, 2019, Proceedings, Issue 349, 2019, Page(s) 120-131
DOI: 10.1007/978-3-030-20948-3_11

A RAMI 4.0 View of Predictive Maintenance: Software Architecture, Platform and Case Study in Steel Industry

Author(s): Alexandros Bousdekis, Katerina Lepenioti, Dimitrios Ntalaperas, Danai Vergeti, Dimitris Apostolou, Vasilis Boursinos
Published in: Advanced Information Systems Engineering Workshops - CAiSE 2019 International Workshops, Rome, Italy, June 3-7, 2019, Proceedings, Issue 349, 2019, Page(s) 95-106
DOI: 10.1007/978-3-030-20948-3_9

Machine Learning for Predictive and Prescriptive Analytics of Operational Data in Smart Manufacturing

Author(s): Katerina Lepenioti, Minas Pertselakis, Alexandros Bousdekis, Andreas Louca, Fenareti Lampathaki, Dimitris Apostolou, Gregoris Mentzas, Stathis Anastasiou
Published in: Advanced Information Systems Engineering Workshops - CAiSE 2020 International Workshops, Grenoble, France, June 8–12, 2020, Proceedings, Issue 382, 2020, Page(s) 5-16
DOI: 10.1007/978-3-030-49165-9_1