Cyber Physical System based Proactive Collaborative Maintenance

Project Information

MANTIS

Grant agreement ID: 662189

DOI

10.3030/662189

Project closed

EC signature date 14 July 2015

Start date 1 May 2015

End date 31 July 2018

Funded under

• INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT)

Total cost

€ 29 984 905,83

EU contribution

€ 9 791 974,05

Coordinated by

MONDRAGON GOI ESKOLA POLITEKNIKOA JOSE MARIA ARIZMENDIARRIETA S COOP
Spain

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (6)

Interface, protocol and functional interoperability guidance and specification final version

The report will contain the consolidated specifications for developing interoperable services at interface, protocol and functional levels, supporting consistent, safe and secure behaviours of such services.

Consolidated State-of-the-Art of Sensor-based Proactive Maintenance

This report will provide a detailed state-of-the-art description of technologies related to proactive maintenance with special focus on technologies related to sensor information usage, with a consolidated understanding of the technology involved.

Report on the HMI evaluation

This report will describe the results of the usability tests performed over the HMIs designed for the use cases.

Reference architecture and design specification final version

This report will present strategies for how individual industries can evolve in the area of proactive management using the reference architecture of MANTIS.

Communication and Dissemination Report

This report will contain which actions defined in D8.2 have been completed, and an updated list of the Dissemination Plan.

Final Communication and Dissemination Report

This report will include all the communication and dissemination activities have been accomplished during the whole project duration.

Websites, patent fillings, videos etc. (3)

Project presentation

Project presentation.

Production of 3 videos

Promotional videos for use in dissemination activities.

Website, communication material, collaborative platforms

Communication material package containing the logo a visual identity communication templates word ppt website public and private area flyer 1 version and 1 update rollup banner poster 1 version and 1 update a standard presentation with key messages and one page project description for use by all

Publications

Conference proceedings (31)

Pattern-based feature extraction for fault detection in quality relevant process control

Author(s): Serena Peruzzo, Mike Holenderski, Johan J. Lukkien
Published in: 2017 22nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2017, Page(s) 1-6, ISBN 978-1-5090-6505-9
Publisher: IEEE
DOI: 10.1109/etfa.2017.8247664

Using metalearning for parameter tuning in neural networks

Author(s): Catarina Félix, Carlos Soares, Alípio Jorge, Hugo Ferreira
Published in: Proceedings of the VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing: VipIMAGE 2017, 2017, Page(s) 1081-1090
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-68195-5_120

A Formalization of Computational Trust

Author(s): Cicek Guven, Mike Holenderski, Tanir Ozcelebi, Johan Lukkien
Published in: 13th Conference of Telecommunication, Media and Internet Techno-Economics (CTTE 2017), 2017
Publisher: AAU

Management of Maintenance on an e-Maintenance Platform

Author(s): Jantunen, Erkki ; Sharma, Pankaj ; Gorostegui, Unai ; Baglee, David ; Campos, Jaime.
Published in: 2017
Publisher: IncoME-II

Predicting the remaining useful life of rolling element bearings

Author(s): Erkki Jantunen, Jan-Otto Hooghoudt, Yi Yang, Mark McKay
Published in: 2018 IEEE International Conference on Industrial Technology (ICIT), 2018, Page(s) 2035-2040, ISBN 978-1-5090-5949-2
Publisher: IEEE
DOI: 10.1109/icit.2018.8352501

The MANTIS Architecture for Proactive Maintenance

Author(s): Csaba Hegedus, Pal Varga, Istvan Moldovan
Published in: 2018 5th International Conference on Control, Decision and Information Technologies (CoDIT), 2018, Page(s) 719-724, ISBN 978-1-5386-5065-3
Publisher: IEEE
DOI: 10.1109/CoDIT.2018.8394904

Sensors: The Enablers for Proactive Maintenance in the Real World

Author(s): Michele Albano, Luis Lino Ferreira, Giovanni Di Orio, Pedro Malo, Godfried Webers, Erkki Jantunen, Iosu Gabilondo, Mikel Viguera, Gregor Papa, Franc Novak
Published in: 2018 5th International Conference on Control, Decision and Information Technologies (CoDIT), 2018, Page(s) 569-574, ISBN 978-1-5386-5065-3
Publisher: IEEE
DOI: 10.1109/CoDIT.2018.8394852

A Framework for Maintenance 4.0

Author(s): E. Jantunen, G. Di Orio, F. Larrinaga, M. Becker, M. Albano, P. Maló
Published in: MIMAR 10th IMA International Conference on Modelling in Industrial Maintenance and Reliability, Issue 10, 2018
Publisher: Institute of Mathematics & its applications

Maintenance 4.0 World of Integrated Information

Author(s): Erkki Jantunen, Giovanni di Orio, Csaba Hegedus, Pal Varga, Istvan Moldovan, Felix Larrinaga, Matthias Becker, Michele Albano, Pedro Maló
Published in: Interoperability for Enterprise Systems and Applications, I-ESA'18, 2018
Publisher: Fraunhofer IPK / INTEROP-VLab

Predicting machine failures from industrial time series data

Author(s): Femke Jansen, Mike Holenderski, Tanir Ozcelebi, Paulien Dam, Bas Tijsma
Published in: 2018 5th International Conference on Control, Decision and Information Technologies (CoDIT), 2018, Page(s) 1091-1096, ISBN 978-1-5386-5065-3
Publisher: IEEE
DOI: 10.1109/CoDIT.2018.8394915

The Arrowhead Framework applied to energy management

Author(s): Rafael Rocha, Michele Albano, Luis Lino Ferreira, Flavio Relvas, Luisa Matos
Published in: 2018 14th IEEE International Workshop on Factory Communication Systems (WFCS), 2018, Page(s) 1-10, ISBN 978-1-5386-1066-4
Publisher: IEEE
DOI: 10.1109/WFCS.2018.8402357

Towards a Framework for Interoperable and Interconnected CPS-populated Systems for Proactive Maintenance

Author(s): G. Di Orio, P. Maló, J. Barata, M. Albano, L. L. Ferreira
Published in: INDIN'18 IEEE 16th International Conference on Industrial Informatics, 2018
Publisher: IEEE

Deep Learning Policy Quantization

Author(s): Jos van de Wolfshaar, Marco Wiering, Lambert Schomaker
Published in: Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018, Page(s) 122-130, ISBN 978-989-758-275-2
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0006592901220130

Non-intrusive wireless torque sensor node for shaft monitoring in press machine

Author(s): Xabier Eguiluz, Iosu Gabilondo, Javier Berganzo, Raul Torrego, Iñaki Val, Ander Etxabe, Jon Basurko, Oier Sarasua
Published in: IEEE International Conference on Emerging Technologies and Factory Automation, 2018
Publisher: IEEE

Integrated Dimensionality Reduction and Sequence Prediction using LSTM

Author(s): Emmanuel Okafor, Lambertus Schomaker
Published in: ICT.Open, 2018
Publisher: ICT.Open

Digitalisation of maintenance

Author(s): Erkki Jantunen, Jaime Campos, Pankaj Sharma, David Baglee
Published in: 2017 2nd International Conference on System Reliability and Safety (ICSRS), 2017, Page(s) 343-347, ISBN 978-1-5386-3322-9
Publisher: IEEE
DOI: 10.1109/ICSRS.2017.8272846

Blockchain Technology Helps Maintenance to Stop Climate Change

Author(s): M. Albano, P. Sharma, J. Campos, E. Jantunen
Published in: Maintenance, Performance, Measurement and Management - 2018, 2018
Publisher: APMI - Portuguese Maintenance Society

Open Source Analytics Solutions for Maintenance

Author(s): E. Jantunen, J. Campos, P. Sharma, M. McKay
Published in: 2018 5th International Conference on Control, Decision and Information Technologies (CoDIT), 2018, Page(s) 688-693, ISBN 978-1-5386-5065-3
Publisher: IEEE
DOI: 10.1109/CoDIT.2018.8394819

Proactive Maintenance of Railway Switches

Author(s): Csaba Hegedus, Paolo Ciancarini, Attila Franko, Ales Kancilija, Istvan Moldovan, Gregor Papa, Spela Poklukar, Mario Riccardi, Alberto Sillitti, Pal Varga
Published in: 2018 5th International Conference on Control, Decision and Information Technologies (CoDIT), 2018, Page(s) 725-730, ISBN 978-1-5386-5065-3
Publisher: IEEE
DOI: 10.1109/CoDIT.2018.8394832

Optimising maintenance: What are the expectations for Cyber Physical Systems

Author(s): Erkki Jantunen, Urko Zurutuza, Luis Lino Ferreira, Pal Varga
Published in: 2016 3rd International Workshop on Emerging Ideas and Trends in Engineering of Cyber-Physical Systems (EITEC), 2016, Page(s) 53-58, ISBN 978-1-5090-1152-0
Publisher: IEEE
DOI: 10.1109/EITEC.2016.7503697

Analyzing and predicting concurrency bugs in open source systems

Author(s): Paolo Ciancarini, Francesco Poggi, Davide Rossi, Alberto Sillitti
Published in: 2017 International Joint Conference on Neural Networks (IJCNN), 2017, Page(s) 721-728, ISBN 978-1-5090-6182-2
Publisher: IEEE
DOI: 10.1109/IJCNN.2017.7965923

Maintenance Supported by Cyber-Physical Systems and Cloud Technology

Author(s): Erkki Jantunen, Jarno Junnola, Unai Gorostegui
Published in: 4th International Conference on Control, Decision and Information Technologies, Issue April 5-7, 2017, 2017
Publisher: IEEE

A Pilot for Proactive Maintenance in Industry 4.0

Author(s): Lino Ferreira, Luis; Albano, Michele; Silva, José,; Martinho, Diogo; Marreiros, Goreti; di Orio, Giovanni; Maló, Pedro; Ferreira, Hugo
Published in: 13th IEEE International Workshop on Factory Communication Systems (WFCS 2017)., Issue 1, 2017, Page(s) 02.06.2017
Publisher: IEEE

Security Threats and Issues in Automation IoT

Author(s): Pál Varga, Sándor Plósz, Gábor Soós, Csaba Hegedűs
Published in: 13th IEEE International Workshop on Factory Communication Systems - a Conference (WFCS), Issue 31.05.2017, 2017
Publisher: IEEE

Cyber Physical System based proactive Collaborative Maintenance

Author(s): Gregor Papa, Urko Zurutuza, Roberto Uribeetxeberria
Published in: 2016 International Conference on Smart Systems and Technologies (SST), Issue 12-14 Oct. 2016, 2016, ISBN 978-1-5090-3718-6
Publisher: IEEE
DOI: 10.1109/SST.2016.7765654

Quality of Service on the Arrowhead Framework

Author(s): Albano, Michele; Barbosa, Paulo; Silva, José,; Duarte, Roberto; Lino Ferreira, Luis; Delsing, Jerker
Published in: 13th IEEE International Workshop on Factory Communication Systems, Issue 31 May- June 2, 2017, 2017
Publisher: IEEE

A guided tour of the legal implications of software cloning

Author(s): Ciancarini P., Russo D., Sillitti A., and Succi G.
Published in: 38th International Conference on Software Engineering Companion (ICSE ’16), Issue May 2016, 2016, Page(s) 563-572, ISBN 978-1-4503-4205-6
Publisher: ACM New York
DOI: 10.1145/2889160.2889220

The Way Cyber Physical Systems Will Revolutionise Maintenance

Author(s): E. Jantunen, U. Gorostegi, U. Zurutuza, F. Larrinaga, M. Albano, G. Di Orio, P. Malo, C. Hegedüs
Published in: 30th International Congress & Exhibition on Condition Monitoring and Diagnostic Engineering Manageme, 2017
Publisher: COMADEM International

A Model for Predicting Bug Fixes in Open Source Operating Systems: an Empirical Study

Author(s): Alberto Sillitti, Paolo Ciancarini
Published in: 28th International Conference on Software Engineering and Knowledge Engineering (SEKE’16), Issue JULY 2016, 2016, Page(s) 249-254, ISSN 2325-9000
Publisher: Knowledge Systems Institute
DOI: 10.18293/SEKE2016-199

Towards Automatic Generation Of Metafeatures

Author(s): Pinto F., Soares C., Mendes-Moreira J.
Published in: 20th Pacific Asia Conference On Knowledge Discovery and Data Mining (PAKDD) 2016, Issue 19 April 2016, 2016, Page(s) http://pakdd16.wordpress.fos.auckland.ac.nz/, ISBN 978-3-319-31752-6
Publisher: 20th Pacific Asia Conference On Knowledge Discovery and Data Mining (PAKDD) 2016

Can metalearning be applied to transfer on heterogeneous datasets?

Author(s): Catarina Felix, Carlos Soares, and Alipio Jorge
Published in: HAIS 2016 - Hybrid Artificial Intelligence Systems, Issue 18 April 2016, 2016, Page(s) http://hais2016.upo.es/
Publisher: Springer International Publishing

Thesis and dissertations (14)

Joint Predictive Maintenance and Inventory Control for ECM Tooling Under Imperfect Failure Predictions

Author(s): Bastijn Maarse
Published in: 2017
Publisher: Eindhoven University of Technology

Designing a Functional Architecture for Predictive Maintenance in the Commercial Vehicle Domain

Author(s): Madhan Prabhu Gopi Singaravelu
Published in: 2016
Publisher: TU Kaiserslautern

A Framework for Industry 4.0

Author(s): José Silva
Published in: 2017
Publisher: ISEP

A nearest neighbour based cold-deck imputation for X-ray tube wear estimation

Author(s): Nitin Narayan
Published in: 2018
Publisher: Technical University Eindhoven

Suitability of Open Source IoT Platforms for Predictive Maintenance

Author(s): Hamid Arsalan
Published in: 2017
Publisher: TU Kaiserslautern /BTH Karlskrona

Architectures for Run-Time Adaptation

Author(s): Nicolas Fußberger
Published in: 2017
Publisher: TU Kaiserslautern

Smart Home Models - Analysis, Simulation and Synthesis

Author(s): Thomas Pedersen
Published in: 2018
Publisher: Aalborg Applied University

Gas Flow Prediction using Long Short-Term Memory Networks

Author(s): M. Withagen
Published in: 2018
Publisher: Groningen

REST Interface to a CNC Database

Author(s): Pedro Moura
Published in: 2016
Publisher: ISEP

The Suitability of Low-Cost Measurement Systems for Rolling Element Bearing Vibration Monitoring

Author(s): Junnola, Jarno
Published in: Issue 2017-05-04, 2017, Page(s) 1-121
Publisher: University of Oulu

Automatic Integration of Cyber Physical Condition Monitoring Systems as Part of Computerized Maintenance Management Systems

Author(s): Unai Gorostegi
Published in: Issue 11/07/2017, 2017
Publisher: Mondragon University

Optimizing Maintenance Decision-making based on Imperfect Predictions

Author(s): Tom Derks
Published in: 26.04.2017, 2017
Publisher: Eindhoven University of Technology

Defining the Optimal Inventory Policy for Tools in the ECM Production Line of Philips Consumer Lifestyle

Author(s): Roeland Hoefnagels
Published in: Issue 21.01.2016, 2016
Publisher: Eindhoven University of Technology

Optimizing Machinery Maintenance Using Attribute Oriented Induction For Root Cause Analysis

Author(s): Ander Gabilondo Intxaurraga
Published in: Issue 20.07.2017, 2017
Publisher: Mondragon University

Peer reviewed articles (8)

Preference rules for label ranking: Mining patterns in multi-target relations

Author(s): Cláudio Rebelo de Sá, Paulo Azevedo, Carlos Soares, Alípio Mário Jorge, Arno Knobbe
Published in: Information Fusion, Issue 40, 2018, Page(s) 112-125, ISSN 1566-2535
Publisher: Elsevier BV
DOI: 10.1016/j.inffus.2017.07.001

Effect of condensing environments on characteristics of piezoresistive ceramic pressure sensors

Author(s): Marina Santo Zarnik, Franc Novak
Published in: Sensors and Actuators A: Physical, Issue 267, 2017, Page(s) 385-392, ISSN 0924-4247
Publisher: Elsevier BV
DOI: 10.1016/j.sna.2017.10.038

Discovering a taste for the unusual: exceptional models for preference mining

Author(s): Cláudio Rebelo de Sá, Wouter Duivesteijn, Paulo Azevedo, Alípio Mário Jorge, Carlos Soares, Arno Knobbe
Published in: Machine Learning, Issue 107/11, 2018, Page(s) 1775-1807, ISSN 0885-6125
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10994-018-5743-z

Building robust prediction models for defective sensor data using Artificial Neural Networks

Author(s): Arvind Kumar Shekar, Cláudio Rebelo de Sá, Hugo Ferreira, Carlos Soares
Published in: CoRR, Issue abs/1804.05544, 2018, ISSN 1879-2782
Publisher: Cornell University Library

A formal framework of human–machine interaction in proactive maintenance – MANTIS experience

Author(s): Špela Poklukar, Gregor Papa, Franc Novak
Published in: Automatika, Issue 58/4, 2017, Page(s) 450-459, ISSN 0005-1144
Publisher: Kompensatorenwerk Rhein-Main
DOI: 10.1080/00051144.2018.1465226

Remote maintenance support with the aid of cyber-physical systems and cloud technology

Author(s): Erkki Jantunen, Unai Gorostegui, Urko Zurutuza, Michele Albano, Luis Lino Ferreira, Csaba Hegedűs, Jaime Campos
Published in: Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, Issue 232/6, 2018, Page(s) 784-794, ISSN 0959-6518
Publisher: Professional Engineering Publishing Ltd.
DOI: 10.1177/0959651818772939

Security Problems of Scan Design and Accompanying Measures

Author(s): Anton Biasizzo, Franc Novak
Published in: Journal of Electrical Engineering, Issue 67/3, 2016, Page(s) 192-198, ISSN 1339-309X
Publisher: De Gruyter
DOI: 10.1515/jee-2016-0027

A Big Data Analytical Architecture for the Asset Management

Author(s): Jaime Campos, Pankaj Sharma, Unai Gorostegui Gabiria, Erkki Jantunen, David Baglee
Published in: Procedia CIRP, Issue 64, 2017, Page(s) 369-374, ISSN 2212-8271
Publisher: Elsevier B.V.
DOI: 10.1016/j.procir.2017.03.019

Book chapters (2)

Comparison of Multi-objective Approaches to the Real-World Production Scheduling

Author(s): Gregor Papa, Peter Korošec
Published in: Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences, Issue 48, 2019, Page(s) 457-471, ISBN 978-3-319-89986-2
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-89988-6_27

Internet of Things Applications in Future Manufacturing

Author(s): John Soldados, Sergio Gusmeroli, Pedro Malo and Giovanni Di Orio
Published in: Digitising the Industry – Internet of Things Connecting the Physical, Digital and Virtual Worlds, 2016, Page(s) 153-184, ISBN 978-87-93379-81-7
Publisher: River Publishers Series in Communications, Volume 49