Cyber Physical System based Proactive Collaborative Maintenance

Informations projet

MANTIS

N° de convention de subvention: 662189

DOI

10.3030/662189

Projet clôturé

Date de signature de la CE 14 Juillet 2015

Date de début 1 Mai 2015

Date de fin 31 Juillet 2018

Financé au titre de

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

Coût total

€ 29 984 905,83

Contribution de l’UE

€ 9 791 974,05

Coordonné par

MONDRAGON GOI ESKOLA POLITEKNIKOA JOSE MARIA ARIZMENDIARRIETA S COOP
Spain

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

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

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

Using metalearning for parameter tuning in neural networks

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

A Formalization of Computational Trust

Auteurs: Cicek Guven, Mike Holenderski, Tanir Ozcelebi, Johan Lukkien
Publié dans: 13th Conference of Telecommunication, Media and Internet Techno-Economics (CTTE 2017), 2017
Éditeur: AAU

Management of Maintenance on an e-Maintenance Platform

Auteurs: Jantunen, Erkki ; Sharma, Pankaj ; Gorostegui, Unai ; Baglee, David ; Campos, Jaime.
Publié dans: 2017
Éditeur: IncoME-II

Predicting the remaining useful life of rolling element bearings

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

The MANTIS Architecture for Proactive Maintenance

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

Sensors: The Enablers for Proactive Maintenance in the Real World

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

A Framework for Maintenance 4.0

Auteurs: E. Jantunen, G. Di Orio, F. Larrinaga, M. Becker, M. Albano, P. Maló
Publié dans: MIMAR 10th IMA International Conference on Modelling in Industrial Maintenance and Reliability, Numéro 10, 2018
Éditeur: Institute of Mathematics & its applications

Maintenance 4.0 World of Integrated Information

Auteurs: Erkki Jantunen, Giovanni di Orio, Csaba Hegedus, Pal Varga, Istvan Moldovan, Felix Larrinaga, Matthias Becker, Michele Albano, Pedro Maló
Publié dans: Interoperability for Enterprise Systems and Applications, I-ESA'18, 2018
Éditeur: Fraunhofer IPK / INTEROP-VLab

Predicting machine failures from industrial time series data

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

The Arrowhead Framework applied to energy management

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

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

Auteurs: G. Di Orio, P. Maló, J. Barata, M. Albano, L. L. Ferreira
Publié dans: INDIN'18 IEEE 16th International Conference on Industrial Informatics, 2018
Éditeur: IEEE

Deep Learning Policy Quantization

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

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

Auteurs: Xabier Eguiluz, Iosu Gabilondo, Javier Berganzo, Raul Torrego, Iñaki Val, Ander Etxabe, Jon Basurko, Oier Sarasua
Publié dans: IEEE International Conference on Emerging Technologies and Factory Automation, 2018
Éditeur: IEEE

Integrated Dimensionality Reduction and Sequence Prediction using LSTM

Auteurs: Emmanuel Okafor, Lambertus Schomaker
Publié dans: ICT.Open, 2018
Éditeur: ICT.Open

Digitalisation of maintenance

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

Blockchain Technology Helps Maintenance to Stop Climate Change

Auteurs: M. Albano, P. Sharma, J. Campos, E. Jantunen
Publié dans: Maintenance, Performance, Measurement and Management - 2018, 2018
Éditeur: APMI - Portuguese Maintenance Society

Open Source Analytics Solutions for Maintenance

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

Proactive Maintenance of Railway Switches

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

Optimising maintenance: What are the expectations for Cyber Physical Systems

Auteurs: Erkki Jantunen, Urko Zurutuza, Luis Lino Ferreira, Pal Varga
Publié dans: 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
Éditeur: IEEE
DOI: 10.1109/EITEC.2016.7503697

Analyzing and predicting concurrency bugs in open source systems

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

Maintenance Supported by Cyber-Physical Systems and Cloud Technology

Auteurs: Erkki Jantunen, Jarno Junnola, Unai Gorostegui
Publié dans: 4th International Conference on Control, Decision and Information Technologies, Numéro April 5-7, 2017, 2017
Éditeur: IEEE

A Pilot for Proactive Maintenance in Industry 4.0

Auteurs: Lino Ferreira, Luis; Albano, Michele; Silva, José,; Martinho, Diogo; Marreiros, Goreti; di Orio, Giovanni; Maló, Pedro; Ferreira, Hugo
Publié dans: 13th IEEE International Workshop on Factory Communication Systems (WFCS 2017)., Numéro 1, 2017, Page(s) 02.06.2017
Éditeur: IEEE

Security Threats and Issues in Automation IoT

Auteurs: Pál Varga, Sándor Plósz, Gábor Soós, Csaba Hegedűs
Publié dans: 13th IEEE International Workshop on Factory Communication Systems - a Conference (WFCS), Numéro 31.05.2017, 2017
Éditeur: IEEE

Cyber Physical System based proactive Collaborative Maintenance

Auteurs: Gregor Papa, Urko Zurutuza, Roberto Uribeetxeberria
Publié dans: 2016 International Conference on Smart Systems and Technologies (SST), Numéro 12-14 Oct. 2016, 2016, ISBN 978-1-5090-3718-6
Éditeur: IEEE
DOI: 10.1109/SST.2016.7765654

Quality of Service on the Arrowhead Framework

Auteurs: Albano, Michele; Barbosa, Paulo; Silva, José,; Duarte, Roberto; Lino Ferreira, Luis; Delsing, Jerker
Publié dans: 13th IEEE International Workshop on Factory Communication Systems, Numéro 31 May- June 2, 2017, 2017
Éditeur: IEEE

A guided tour of the legal implications of software cloning

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

The Way Cyber Physical Systems Will Revolutionise Maintenance

Auteurs: E. Jantunen, U. Gorostegi, U. Zurutuza, F. Larrinaga, M. Albano, G. Di Orio, P. Malo, C. Hegedüs
Publié dans: 30th International Congress & Exhibition on Condition Monitoring and Diagnostic Engineering Manageme, 2017
Éditeur: COMADEM International

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

Auteurs: Alberto Sillitti, Paolo Ciancarini
Publié dans: 28th International Conference on Software Engineering and Knowledge Engineering (SEKE’16), Numéro JULY 2016, 2016, Page(s) 249-254, ISSN 2325-9000
Éditeur: Knowledge Systems Institute
DOI: 10.18293/SEKE2016-199

Towards Automatic Generation Of Metafeatures

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

Can metalearning be applied to transfer on heterogeneous datasets?

Auteurs: Catarina Felix, Carlos Soares, and Alipio Jorge
Publié dans: HAIS 2016 - Hybrid Artificial Intelligence Systems, Numéro 18 April 2016, 2016, Page(s) http://hais2016.upo.es/
Éditeur: Springer International Publishing

Thesis and dissertations (14)

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

Auteurs: Bastijn Maarse
Publié dans: 2017
Éditeur: Eindhoven University of Technology

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

Auteurs: Madhan Prabhu Gopi Singaravelu
Publié dans: 2016
Éditeur: TU Kaiserslautern

A Framework for Industry 4.0

Auteurs: José Silva
Publié dans: 2017
Éditeur: ISEP

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

Auteurs: Nitin Narayan
Publié dans: 2018
Éditeur: Technical University Eindhoven

Suitability of Open Source IoT Platforms for Predictive Maintenance

Auteurs: Hamid Arsalan
Publié dans: 2017
Éditeur: TU Kaiserslautern /BTH Karlskrona

Architectures for Run-Time Adaptation

Auteurs: Nicolas Fußberger
Publié dans: 2017
Éditeur: TU Kaiserslautern

Smart Home Models - Analysis, Simulation and Synthesis

Auteurs: Thomas Pedersen
Publié dans: 2018
Éditeur: Aalborg Applied University

Gas Flow Prediction using Long Short-Term Memory Networks

Auteurs: M. Withagen
Publié dans: 2018
Éditeur: Groningen

REST Interface to a CNC Database

Auteurs: Pedro Moura
Publié dans: 2016
Éditeur: ISEP

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

Auteurs: Junnola, Jarno
Publié dans: Numéro 2017-05-04, 2017, Page(s) 1-121
Éditeur: University of Oulu

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

Auteurs: Unai Gorostegi
Publié dans: Numéro 11/07/2017, 2017
Éditeur: Mondragon University

Optimizing Maintenance Decision-making based on Imperfect Predictions

Auteurs: Tom Derks
Publié dans: 26.04.2017, 2017
Éditeur: Eindhoven University of Technology

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

Auteurs: Roeland Hoefnagels
Publié dans: Numéro 21.01.2016, 2016
Éditeur: Eindhoven University of Technology

Optimizing Machinery Maintenance Using Attribute Oriented Induction For Root Cause Analysis

Auteurs: Ander Gabilondo Intxaurraga
Publié dans: Numéro 20.07.2017, 2017
Éditeur: Mondragon University

Peer reviewed articles (8)

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

Auteurs: Cláudio Rebelo de Sá, Paulo Azevedo, Carlos Soares, Alípio Mário Jorge, Arno Knobbe
Publié dans: Information Fusion, Numéro 40, 2018, Page(s) 112-125, ISSN 1566-2535
Éditeur: Elsevier BV
DOI: 10.1016/j.inffus.2017.07.001

Effect of condensing environments on characteristics of piezoresistive ceramic pressure sensors

Auteurs: Marina Santo Zarnik, Franc Novak
Publié dans: Sensors and Actuators A: Physical, Numéro 267, 2017, Page(s) 385-392, ISSN 0924-4247
Éditeur: Elsevier BV
DOI: 10.1016/j.sna.2017.10.038

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

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

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

Auteurs: Arvind Kumar Shekar, Cláudio Rebelo de Sá, Hugo Ferreira, Carlos Soares
Publié dans: CoRR, Numéro abs/1804.05544, 2018, ISSN 1879-2782
Éditeur: Cornell University Library

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

Auteurs: Špela Poklukar, Gregor Papa, Franc Novak
Publié dans: Automatika, Numéro 58/4, 2017, Page(s) 450-459, ISSN 0005-1144
Éditeur: Kompensatorenwerk Rhein-Main
DOI: 10.1080/00051144.2018.1465226

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

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

Security Problems of Scan Design and Accompanying Measures

Auteurs: Anton Biasizzo, Franc Novak
Publié dans: Journal of Electrical Engineering, Numéro 67/3, 2016, Page(s) 192-198, ISSN 1339-309X
Éditeur: De Gruyter
DOI: 10.1515/jee-2016-0027

A Big Data Analytical Architecture for the Asset Management

Auteurs: Jaime Campos, Pankaj Sharma, Unai Gorostegui Gabiria, Erkki Jantunen, David Baglee
Publié dans: Procedia CIRP, Numéro 64, 2017, Page(s) 369-374, ISSN 2212-8271
Éditeur: 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

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

Internet of Things Applications in Future Manufacturing

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