Cyber Physical System based Proactive Collaborative Maintenance

Informazioni relative al progetto

MANTIS

ID dell’accordo di sovvenzione: 662189

DOI

10.3030/662189

Progetto chiuso

Data della firma CE 14 Luglio 2015

Data di avvio 1 Maggio 2015

Data di completamento 31 Luglio 2018

Finanziato da

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

Costo totale

€ 29 984 905,83

Contributo UE

€ 9 791 974,05

Coordinato da

MONDRAGON GOI ESKOLA POLITEKNIKOA JOSE MARIA ARIZMENDIARRIETA S COOP
Spain

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

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

Pubblicazioni

Conference proceedings (31)

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

Autori: Serena Peruzzo, Mike Holenderski, Johan J. Lukkien
Pubblicato in: 2017 22nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2017, Pagina/e 1-6, ISBN 978-1-5090-6505-9
Editore: IEEE
DOI: 10.1109/etfa.2017.8247664

Using metalearning for parameter tuning in neural networks

Autori: Catarina Félix, Carlos Soares, Alípio Jorge, Hugo Ferreira
Pubblicato in: Proceedings of the VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing: VipIMAGE 2017, 2017, Pagina/e 1081-1090
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-68195-5_120

A Formalization of Computational Trust

Autori: Cicek Guven, Mike Holenderski, Tanir Ozcelebi, Johan Lukkien
Pubblicato in: 13th Conference of Telecommunication, Media and Internet Techno-Economics (CTTE 2017), 2017
Editore: AAU

Management of Maintenance on an e-Maintenance Platform

Autori: Jantunen, Erkki ; Sharma, Pankaj ; Gorostegui, Unai ; Baglee, David ; Campos, Jaime.
Pubblicato in: 2017
Editore: IncoME-II

Predicting the remaining useful life of rolling element bearings

Autori: Erkki Jantunen, Jan-Otto Hooghoudt, Yi Yang, Mark McKay
Pubblicato in: 2018 IEEE International Conference on Industrial Technology (ICIT), 2018, Pagina/e 2035-2040, ISBN 978-1-5090-5949-2
Editore: IEEE
DOI: 10.1109/icit.2018.8352501

The MANTIS Architecture for Proactive Maintenance

Autori: Csaba Hegedus, Pal Varga, Istvan Moldovan
Pubblicato in: 2018 5th International Conference on Control, Decision and Information Technologies (CoDIT), 2018, Pagina/e 719-724, ISBN 978-1-5386-5065-3
Editore: IEEE
DOI: 10.1109/CoDIT.2018.8394904

Sensors: The Enablers for Proactive Maintenance in the Real World

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

A Framework for Maintenance 4.0

Autori: E. Jantunen, G. Di Orio, F. Larrinaga, M. Becker, M. Albano, P. Maló
Pubblicato in: MIMAR 10th IMA International Conference on Modelling in Industrial Maintenance and Reliability, Numero 10, 2018
Editore: Institute of Mathematics & its applications

Maintenance 4.0 World of Integrated Information

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

Predicting machine failures from industrial time series data

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

The Arrowhead Framework applied to energy management

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

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

Autori: G. Di Orio, P. Maló, J. Barata, M. Albano, L. L. Ferreira
Pubblicato in: INDIN'18 IEEE 16th International Conference on Industrial Informatics, 2018
Editore: IEEE

Deep Learning Policy Quantization

Autori: Jos van de Wolfshaar, Marco Wiering, Lambert Schomaker
Pubblicato in: Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018, Pagina/e 122-130, ISBN 978-989-758-275-2
Editore: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0006592901220130

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

Autori: Xabier Eguiluz, Iosu Gabilondo, Javier Berganzo, Raul Torrego, Iñaki Val, Ander Etxabe, Jon Basurko, Oier Sarasua
Pubblicato in: IEEE International Conference on Emerging Technologies and Factory Automation, 2018
Editore: IEEE

Integrated Dimensionality Reduction and Sequence Prediction using LSTM

Autori: Emmanuel Okafor, Lambertus Schomaker
Pubblicato in: ICT.Open, 2018
Editore: ICT.Open

Digitalisation of maintenance

Autori: Erkki Jantunen, Jaime Campos, Pankaj Sharma, David Baglee
Pubblicato in: 2017 2nd International Conference on System Reliability and Safety (ICSRS), 2017, Pagina/e 343-347, ISBN 978-1-5386-3322-9
Editore: IEEE
DOI: 10.1109/ICSRS.2017.8272846

Blockchain Technology Helps Maintenance to Stop Climate Change

Autori: M. Albano, P. Sharma, J. Campos, E. Jantunen
Pubblicato in: Maintenance, Performance, Measurement and Management - 2018, 2018
Editore: APMI - Portuguese Maintenance Society

Open Source Analytics Solutions for Maintenance

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

Proactive Maintenance of Railway Switches

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

Optimising maintenance: What are the expectations for Cyber Physical Systems

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

Analyzing and predicting concurrency bugs in open source systems

Autori: Paolo Ciancarini, Francesco Poggi, Davide Rossi, Alberto Sillitti
Pubblicato in: 2017 International Joint Conference on Neural Networks (IJCNN), 2017, Pagina/e 721-728, ISBN 978-1-5090-6182-2
Editore: IEEE
DOI: 10.1109/IJCNN.2017.7965923

Maintenance Supported by Cyber-Physical Systems and Cloud Technology

Autori: Erkki Jantunen, Jarno Junnola, Unai Gorostegui
Pubblicato in: 4th International Conference on Control, Decision and Information Technologies, Numero April 5-7, 2017, 2017
Editore: IEEE

A Pilot for Proactive Maintenance in Industry 4.0

Autori: Lino Ferreira, Luis; Albano, Michele; Silva, José,; Martinho, Diogo; Marreiros, Goreti; di Orio, Giovanni; Maló, Pedro; Ferreira, Hugo
Pubblicato in: 13th IEEE International Workshop on Factory Communication Systems (WFCS 2017)., Numero 1, 2017, Pagina/e 02.06.2017
Editore: IEEE

Security Threats and Issues in Automation IoT

Autori: Pál Varga, Sándor Plósz, Gábor Soós, Csaba Hegedűs
Pubblicato in: 13th IEEE International Workshop on Factory Communication Systems - a Conference (WFCS), Numero 31.05.2017, 2017
Editore: IEEE

Cyber Physical System based proactive Collaborative Maintenance

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

Quality of Service on the Arrowhead Framework

Autori: Albano, Michele; Barbosa, Paulo; Silva, José,; Duarte, Roberto; Lino Ferreira, Luis; Delsing, Jerker
Pubblicato in: 13th IEEE International Workshop on Factory Communication Systems, Numero 31 May- June 2, 2017, 2017
Editore: IEEE

A guided tour of the legal implications of software cloning

Autori: Ciancarini P., Russo D., Sillitti A., and Succi G.
Pubblicato in: 38th International Conference on Software Engineering Companion (ICSE ’16), Numero May 2016, 2016, Pagina/e 563-572, ISBN 978-1-4503-4205-6
Editore: ACM New York
DOI: 10.1145/2889160.2889220

The Way Cyber Physical Systems Will Revolutionise Maintenance

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

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

Autori: Alberto Sillitti, Paolo Ciancarini
Pubblicato in: 28th International Conference on Software Engineering and Knowledge Engineering (SEKE’16), Numero JULY 2016, 2016, Pagina/e 249-254, ISSN 2325-9000
Editore: Knowledge Systems Institute
DOI: 10.18293/SEKE2016-199

Towards Automatic Generation Of Metafeatures

Autori: Pinto F., Soares C., Mendes-Moreira J.
Pubblicato in: 20th Pacific Asia Conference On Knowledge Discovery and Data Mining (PAKDD) 2016, Numero 19 April 2016, 2016, Pagina/e http://pakdd16.wordpress.fos.auckland.ac.nz/, ISBN 978-3-319-31752-6
Editore: 20th Pacific Asia Conference On Knowledge Discovery and Data Mining (PAKDD) 2016

Can metalearning be applied to transfer on heterogeneous datasets?

Autori: Catarina Felix, Carlos Soares, and Alipio Jorge
Pubblicato in: HAIS 2016 - Hybrid Artificial Intelligence Systems, Numero 18 April 2016, 2016, Pagina/e http://hais2016.upo.es/
Editore: Springer International Publishing

Thesis and dissertations (14)

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

Autori: Bastijn Maarse
Pubblicato in: 2017
Editore: Eindhoven University of Technology

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

Autori: Madhan Prabhu Gopi Singaravelu
Pubblicato in: 2016
Editore: TU Kaiserslautern

A Framework for Industry 4.0

Autori: José Silva
Pubblicato in: 2017
Editore: ISEP

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

Autori: Nitin Narayan
Pubblicato in: 2018
Editore: Technical University Eindhoven

Suitability of Open Source IoT Platforms for Predictive Maintenance

Autori: Hamid Arsalan
Pubblicato in: 2017
Editore: TU Kaiserslautern /BTH Karlskrona

Architectures for Run-Time Adaptation

Autori: Nicolas Fußberger
Pubblicato in: 2017
Editore: TU Kaiserslautern

Smart Home Models - Analysis, Simulation and Synthesis

Autori: Thomas Pedersen
Pubblicato in: 2018
Editore: Aalborg Applied University

Gas Flow Prediction using Long Short-Term Memory Networks

Autori: M. Withagen
Pubblicato in: 2018
Editore: Groningen

REST Interface to a CNC Database

Autori: Pedro Moura
Pubblicato in: 2016
Editore: ISEP

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

Autori: Junnola, Jarno
Pubblicato in: Numero 2017-05-04, 2017, Pagina/e 1-121
Editore: University of Oulu

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

Autori: Unai Gorostegi
Pubblicato in: Numero 11/07/2017, 2017
Editore: Mondragon University

Optimizing Maintenance Decision-making based on Imperfect Predictions

Autori: Tom Derks
Pubblicato in: 26.04.2017, 2017
Editore: Eindhoven University of Technology

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

Autori: Roeland Hoefnagels
Pubblicato in: Numero 21.01.2016, 2016
Editore: Eindhoven University of Technology

Optimizing Machinery Maintenance Using Attribute Oriented Induction For Root Cause Analysis

Autori: Ander Gabilondo Intxaurraga
Pubblicato in: Numero 20.07.2017, 2017
Editore: Mondragon University

Peer reviewed articles (8)

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

Autori: Cláudio Rebelo de Sá, Paulo Azevedo, Carlos Soares, Alípio Mário Jorge, Arno Knobbe
Pubblicato in: Information Fusion, Numero 40, 2018, Pagina/e 112-125, ISSN 1566-2535
Editore: Elsevier BV
DOI: 10.1016/j.inffus.2017.07.001

Effect of condensing environments on characteristics of piezoresistive ceramic pressure sensors

Autori: Marina Santo Zarnik, Franc Novak
Pubblicato in: Sensors and Actuators A: Physical, Numero 267, 2017, Pagina/e 385-392, ISSN 0924-4247
Editore: Elsevier BV
DOI: 10.1016/j.sna.2017.10.038

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

Autori: Cláudio Rebelo de Sá, Wouter Duivesteijn, Paulo Azevedo, Alípio Mário Jorge, Carlos Soares, Arno Knobbe
Pubblicato in: Machine Learning, Numero 107/11, 2018, Pagina/e 1775-1807, ISSN 0885-6125
Editore: Kluwer Academic Publishers
DOI: 10.1007/s10994-018-5743-z

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

Autori: Arvind Kumar Shekar, Cláudio Rebelo de Sá, Hugo Ferreira, Carlos Soares
Pubblicato in: CoRR, Numero abs/1804.05544, 2018, ISSN 1879-2782
Editore: Cornell University Library

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

Autori: Špela Poklukar, Gregor Papa, Franc Novak
Pubblicato in: Automatika, Numero 58/4, 2017, Pagina/e 450-459, ISSN 0005-1144
Editore: Kompensatorenwerk Rhein-Main
DOI: 10.1080/00051144.2018.1465226

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

Autori: Erkki Jantunen, Unai Gorostegui, Urko Zurutuza, Michele Albano, Luis Lino Ferreira, Csaba Hegedűs, Jaime Campos
Pubblicato in: Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, Numero 232/6, 2018, Pagina/e 784-794, ISSN 0959-6518
Editore: Professional Engineering Publishing Ltd.
DOI: 10.1177/0959651818772939

Security Problems of Scan Design and Accompanying Measures

Autori: Anton Biasizzo, Franc Novak
Pubblicato in: Journal of Electrical Engineering, Numero 67/3, 2016, Pagina/e 192-198, ISSN 1339-309X
Editore: De Gruyter
DOI: 10.1515/jee-2016-0027

A Big Data Analytical Architecture for the Asset Management

Autori: Jaime Campos, Pankaj Sharma, Unai Gorostegui Gabiria, Erkki Jantunen, David Baglee
Pubblicato in: Procedia CIRP, Numero 64, 2017, Pagina/e 369-374, ISSN 2212-8271
Editore: 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

Autori: Gregor Papa, Peter Korošec
Pubblicato in: Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences, Numero 48, 2019, Pagina/e 457-471, ISBN 978-3-319-89986-2
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-89988-6_27

Internet of Things Applications in Future Manufacturing

Autori: John Soldados, Sergio Gusmeroli, Pedro Malo and Giovanni Di Orio
Pubblicato in: Digitising the Industry – Internet of Things Connecting the Physical, Digital and Virtual Worlds, 2016, Pagina/e 153-184, ISBN 978-87-93379-81-7
Editore: River Publishers Series in Communications, Volume 49