Cyber Physical System based Proactive Collaborative Maintenance

Información del proyecto

MANTIS

Identificador del acuerdo de subvención: 662189

DOI

10.3030/662189

Proyecto cerrado

Fecha de la firma de la CE 14 Julio 2015

Fecha de inicio 1 Mayo 2015

Fecha de finalización 31 Julio 2018

Financiado con arreglo a

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

Coste total

€ 29 984 905,83

Aportación de la UE

€ 9 791 974,05

Coordinado por

MONDRAGON GOI ESKOLA POLITEKNIKOA JOSE MARIA ARIZMENDIARRIETA S COOP
Spain

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

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

Publicaciones

Conference proceedings (31)

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

Autores: Serena Peruzzo, Mike Holenderski, Johan J. Lukkien
Publicado en: 2017 22nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2017, Página(s) 1-6, ISBN 978-1-5090-6505-9
Editor: IEEE
DOI: 10.1109/etfa.2017.8247664

Using metalearning for parameter tuning in neural networks

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

A Formalization of Computational Trust

Autores: Cicek Guven, Mike Holenderski, Tanir Ozcelebi, Johan Lukkien
Publicado en: 13th Conference of Telecommunication, Media and Internet Techno-Economics (CTTE 2017), 2017
Editor: AAU

Management of Maintenance on an e-Maintenance Platform

Autores: Jantunen, Erkki ; Sharma, Pankaj ; Gorostegui, Unai ; Baglee, David ; Campos, Jaime.
Publicado en: 2017
Editor: IncoME-II

Predicting the remaining useful life of rolling element bearings

Autores: Erkki Jantunen, Jan-Otto Hooghoudt, Yi Yang, Mark McKay
Publicado en: 2018 IEEE International Conference on Industrial Technology (ICIT), 2018, Página(s) 2035-2040, ISBN 978-1-5090-5949-2
Editor: IEEE
DOI: 10.1109/icit.2018.8352501

The MANTIS Architecture for Proactive Maintenance

Autores: Csaba Hegedus, Pal Varga, Istvan Moldovan
Publicado en: 2018 5th International Conference on Control, Decision and Information Technologies (CoDIT), 2018, Página(s) 719-724, ISBN 978-1-5386-5065-3
Editor: IEEE
DOI: 10.1109/CoDIT.2018.8394904

Sensors: The Enablers for Proactive Maintenance in the Real World

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

A Framework for Maintenance 4.0

Autores: E. Jantunen, G. Di Orio, F. Larrinaga, M. Becker, M. Albano, P. Maló
Publicado en: MIMAR 10th IMA International Conference on Modelling in Industrial Maintenance and Reliability, Edición 10, 2018
Editor: Institute of Mathematics & its applications

Maintenance 4.0 World of Integrated Information

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

Predicting machine failures from industrial time series data

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

The Arrowhead Framework applied to energy management

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

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

Autores: G. Di Orio, P. Maló, J. Barata, M. Albano, L. L. Ferreira
Publicado en: INDIN'18 IEEE 16th International Conference on Industrial Informatics, 2018
Editor: IEEE

Deep Learning Policy Quantization

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

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

Autores: Xabier Eguiluz, Iosu Gabilondo, Javier Berganzo, Raul Torrego, Iñaki Val, Ander Etxabe, Jon Basurko, Oier Sarasua
Publicado en: IEEE International Conference on Emerging Technologies and Factory Automation, 2018
Editor: IEEE

Integrated Dimensionality Reduction and Sequence Prediction using LSTM

Autores: Emmanuel Okafor, Lambertus Schomaker
Publicado en: ICT.Open, 2018
Editor: ICT.Open

Digitalisation of maintenance

Autores: Erkki Jantunen, Jaime Campos, Pankaj Sharma, David Baglee
Publicado en: 2017 2nd International Conference on System Reliability and Safety (ICSRS), 2017, Página(s) 343-347, ISBN 978-1-5386-3322-9
Editor: IEEE
DOI: 10.1109/ICSRS.2017.8272846

Blockchain Technology Helps Maintenance to Stop Climate Change

Autores: M. Albano, P. Sharma, J. Campos, E. Jantunen
Publicado en: Maintenance, Performance, Measurement and Management - 2018, 2018
Editor: APMI - Portuguese Maintenance Society

Open Source Analytics Solutions for Maintenance

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

Proactive Maintenance of Railway Switches

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

Optimising maintenance: What are the expectations for Cyber Physical Systems

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

Analyzing and predicting concurrency bugs in open source systems

Autores: Paolo Ciancarini, Francesco Poggi, Davide Rossi, Alberto Sillitti
Publicado en: 2017 International Joint Conference on Neural Networks (IJCNN), 2017, Página(s) 721-728, ISBN 978-1-5090-6182-2
Editor: IEEE
DOI: 10.1109/IJCNN.2017.7965923

Maintenance Supported by Cyber-Physical Systems and Cloud Technology

Autores: Erkki Jantunen, Jarno Junnola, Unai Gorostegui
Publicado en: 4th International Conference on Control, Decision and Information Technologies, Edición April 5-7, 2017, 2017
Editor: IEEE

A Pilot for Proactive Maintenance in Industry 4.0

Autores: Lino Ferreira, Luis; Albano, Michele; Silva, José,; Martinho, Diogo; Marreiros, Goreti; di Orio, Giovanni; Maló, Pedro; Ferreira, Hugo
Publicado en: 13th IEEE International Workshop on Factory Communication Systems (WFCS 2017)., Edición 1, 2017, Página(s) 02.06.2017
Editor: IEEE

Security Threats and Issues in Automation IoT

Autores: Pál Varga, Sándor Plósz, Gábor Soós, Csaba Hegedűs
Publicado en: 13th IEEE International Workshop on Factory Communication Systems - a Conference (WFCS), Edición 31.05.2017, 2017
Editor: IEEE

Cyber Physical System based proactive Collaborative Maintenance

Autores: Gregor Papa, Urko Zurutuza, Roberto Uribeetxeberria
Publicado en: 2016 International Conference on Smart Systems and Technologies (SST), Edición 12-14 Oct. 2016, 2016, ISBN 978-1-5090-3718-6
Editor: IEEE
DOI: 10.1109/SST.2016.7765654

Quality of Service on the Arrowhead Framework

Autores: Albano, Michele; Barbosa, Paulo; Silva, José,; Duarte, Roberto; Lino Ferreira, Luis; Delsing, Jerker
Publicado en: 13th IEEE International Workshop on Factory Communication Systems, Edición 31 May- June 2, 2017, 2017
Editor: IEEE

A guided tour of the legal implications of software cloning

Autores: Ciancarini P., Russo D., Sillitti A., and Succi G.
Publicado en: 38th International Conference on Software Engineering Companion (ICSE ’16), Edición May 2016, 2016, Página(s) 563-572, ISBN 978-1-4503-4205-6
Editor: ACM New York
DOI: 10.1145/2889160.2889220

The Way Cyber Physical Systems Will Revolutionise Maintenance

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

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

Autores: Alberto Sillitti, Paolo Ciancarini
Publicado en: 28th International Conference on Software Engineering and Knowledge Engineering (SEKE’16), Edición JULY 2016, 2016, Página(s) 249-254, ISSN 2325-9000
Editor: Knowledge Systems Institute
DOI: 10.18293/SEKE2016-199

Towards Automatic Generation Of Metafeatures

Autores: Pinto F., Soares C., Mendes-Moreira J.
Publicado en: 20th Pacific Asia Conference On Knowledge Discovery and Data Mining (PAKDD) 2016, Edición 19 April 2016, 2016, Página(s) http://pakdd16.wordpress.fos.auckland.ac.nz/, ISBN 978-3-319-31752-6
Editor: 20th Pacific Asia Conference On Knowledge Discovery and Data Mining (PAKDD) 2016

Can metalearning be applied to transfer on heterogeneous datasets?

Autores: Catarina Felix, Carlos Soares, and Alipio Jorge
Publicado en: HAIS 2016 - Hybrid Artificial Intelligence Systems, Edición 18 April 2016, 2016, Página(s) http://hais2016.upo.es/
Editor: Springer International Publishing

Thesis and dissertations (14)

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

Autores: Bastijn Maarse
Publicado en: 2017
Editor: Eindhoven University of Technology

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

Autores: Madhan Prabhu Gopi Singaravelu
Publicado en: 2016
Editor: TU Kaiserslautern

A Framework for Industry 4.0

Autores: José Silva
Publicado en: 2017
Editor: ISEP

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

Autores: Nitin Narayan
Publicado en: 2018
Editor: Technical University Eindhoven

Suitability of Open Source IoT Platforms for Predictive Maintenance

Autores: Hamid Arsalan
Publicado en: 2017
Editor: TU Kaiserslautern /BTH Karlskrona

Architectures for Run-Time Adaptation

Autores: Nicolas Fußberger
Publicado en: 2017
Editor: TU Kaiserslautern

Smart Home Models - Analysis, Simulation and Synthesis

Autores: Thomas Pedersen
Publicado en: 2018
Editor: Aalborg Applied University

Gas Flow Prediction using Long Short-Term Memory Networks

Autores: M. Withagen
Publicado en: 2018
Editor: Groningen

REST Interface to a CNC Database

Autores: Pedro Moura
Publicado en: 2016
Editor: ISEP

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

Autores: Junnola, Jarno
Publicado en: Edición 2017-05-04, 2017, Página(s) 1-121
Editor: University of Oulu

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

Autores: Unai Gorostegi
Publicado en: Edición 11/07/2017, 2017
Editor: Mondragon University

Optimizing Maintenance Decision-making based on Imperfect Predictions

Autores: Tom Derks
Publicado en: 26.04.2017, 2017
Editor: Eindhoven University of Technology

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

Autores: Roeland Hoefnagels
Publicado en: Edición 21.01.2016, 2016
Editor: Eindhoven University of Technology

Optimizing Machinery Maintenance Using Attribute Oriented Induction For Root Cause Analysis

Autores: Ander Gabilondo Intxaurraga
Publicado en: Edición 20.07.2017, 2017
Editor: Mondragon University

Peer reviewed articles (8)

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

Autores: Cláudio Rebelo de Sá, Paulo Azevedo, Carlos Soares, Alípio Mário Jorge, Arno Knobbe
Publicado en: Information Fusion, Edición 40, 2018, Página(s) 112-125, ISSN 1566-2535
Editor: Elsevier BV
DOI: 10.1016/j.inffus.2017.07.001

Effect of condensing environments on characteristics of piezoresistive ceramic pressure sensors

Autores: Marina Santo Zarnik, Franc Novak
Publicado en: Sensors and Actuators A: Physical, Edición 267, 2017, Página(s) 385-392, ISSN 0924-4247
Editor: Elsevier BV
DOI: 10.1016/j.sna.2017.10.038

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

Autores: Cláudio Rebelo de Sá, Wouter Duivesteijn, Paulo Azevedo, Alípio Mário Jorge, Carlos Soares, Arno Knobbe
Publicado en: Machine Learning, Edición 107/11, 2018, Página(s) 1775-1807, ISSN 0885-6125
Editor: Kluwer Academic Publishers
DOI: 10.1007/s10994-018-5743-z

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

Autores: Arvind Kumar Shekar, Cláudio Rebelo de Sá, Hugo Ferreira, Carlos Soares
Publicado en: CoRR, Edición abs/1804.05544, 2018, ISSN 1879-2782
Editor: Cornell University Library

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

Autores: Špela Poklukar, Gregor Papa, Franc Novak
Publicado en: Automatika, Edición 58/4, 2017, Página(s) 450-459, ISSN 0005-1144
Editor: Kompensatorenwerk Rhein-Main
DOI: 10.1080/00051144.2018.1465226

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

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

Security Problems of Scan Design and Accompanying Measures

Autores: Anton Biasizzo, Franc Novak
Publicado en: Journal of Electrical Engineering, Edición 67/3, 2016, Página(s) 192-198, ISSN 1339-309X
Editor: De Gruyter
DOI: 10.1515/jee-2016-0027

A Big Data Analytical Architecture for the Asset Management

Autores: Jaime Campos, Pankaj Sharma, Unai Gorostegui Gabiria, Erkki Jantunen, David Baglee
Publicado en: Procedia CIRP, Edición 64, 2017, Página(s) 369-374, ISSN 2212-8271
Editor: 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

Autores: Gregor Papa, Peter Korošec
Publicado en: Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences, Edición 48, 2019, Página(s) 457-471, ISBN 978-3-319-89986-2
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-89988-6_27

Internet of Things Applications in Future Manufacturing

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