Cyber Physical System based Proactive Collaborative Maintenance

Informacje na temat projektu

MANTIS

Identyfikator umowy o grant: 662189

DOI

10.3030/662189

Projekt został zamknięty

Data podpisania przez KE 14 Lipca 2015

Data rozpoczęcia 1 Maja 2015

Data zakończenia 31 Lipca 2018

Finansowanie w ramach

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

Koszt całkowity

€ 29 984 905,83

Wkład UE

€ 9 791 974,05

Koordynowany przez

MONDRAGON GOI ESKOLA POLITEKNIKOA JOSE MARIA ARIZMENDIARRIETA S COOP
Spain

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

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

Publikacje

Conference proceedings (31)

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

Autorzy: Serena Peruzzo, Mike Holenderski, Johan J. Lukkien
Opublikowane w: 2017 22nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2017, Strona(/y) 1-6, ISBN 978-1-5090-6505-9
Wydawca: IEEE
DOI: 10.1109/etfa.2017.8247664

Using metalearning for parameter tuning in neural networks

Autorzy: Catarina Félix, Carlos Soares, Alípio Jorge, Hugo Ferreira
Opublikowane w: Proceedings of the VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing: VipIMAGE 2017, 2017, Strona(/y) 1081-1090
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-319-68195-5_120

A Formalization of Computational Trust

Autorzy: Cicek Guven, Mike Holenderski, Tanir Ozcelebi, Johan Lukkien
Opublikowane w: 13th Conference of Telecommunication, Media and Internet Techno-Economics (CTTE 2017), 2017
Wydawca: AAU

Management of Maintenance on an e-Maintenance Platform

Autorzy: Jantunen, Erkki ; Sharma, Pankaj ; Gorostegui, Unai ; Baglee, David ; Campos, Jaime.
Opublikowane w: 2017
Wydawca: IncoME-II

Predicting the remaining useful life of rolling element bearings

Autorzy: Erkki Jantunen, Jan-Otto Hooghoudt, Yi Yang, Mark McKay
Opublikowane w: 2018 IEEE International Conference on Industrial Technology (ICIT), 2018, Strona(/y) 2035-2040, ISBN 978-1-5090-5949-2
Wydawca: IEEE
DOI: 10.1109/icit.2018.8352501

The MANTIS Architecture for Proactive Maintenance

Autorzy: Csaba Hegedus, Pal Varga, Istvan Moldovan
Opublikowane w: 2018 5th International Conference on Control, Decision and Information Technologies (CoDIT), 2018, Strona(/y) 719-724, ISBN 978-1-5386-5065-3
Wydawca: IEEE
DOI: 10.1109/CoDIT.2018.8394904

Sensors: The Enablers for Proactive Maintenance in the Real World

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

A Framework for Maintenance 4.0

Autorzy: E. Jantunen, G. Di Orio, F. Larrinaga, M. Becker, M. Albano, P. Maló
Opublikowane w: MIMAR 10th IMA International Conference on Modelling in Industrial Maintenance and Reliability, Numer 10, 2018
Wydawca: Institute of Mathematics & its applications

Maintenance 4.0 World of Integrated Information

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

Predicting machine failures from industrial time series data

Autorzy: Femke Jansen, Mike Holenderski, Tanir Ozcelebi, Paulien Dam, Bas Tijsma
Opublikowane w: 2018 5th International Conference on Control, Decision and Information Technologies (CoDIT), 2018, Strona(/y) 1091-1096, ISBN 978-1-5386-5065-3
Wydawca: IEEE
DOI: 10.1109/CoDIT.2018.8394915

The Arrowhead Framework applied to energy management

Autorzy: Rafael Rocha, Michele Albano, Luis Lino Ferreira, Flavio Relvas, Luisa Matos
Opublikowane w: 2018 14th IEEE International Workshop on Factory Communication Systems (WFCS), 2018, Strona(/y) 1-10, ISBN 978-1-5386-1066-4
Wydawca: IEEE
DOI: 10.1109/WFCS.2018.8402357

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

Autorzy: G. Di Orio, P. Maló, J. Barata, M. Albano, L. L. Ferreira
Opublikowane w: INDIN'18 IEEE 16th International Conference on Industrial Informatics, 2018
Wydawca: IEEE

Deep Learning Policy Quantization

Autorzy: Jos van de Wolfshaar, Marco Wiering, Lambert Schomaker
Opublikowane w: Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018, Strona(/y) 122-130, ISBN 978-989-758-275-2
Wydawca: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0006592901220130

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

Autorzy: Xabier Eguiluz, Iosu Gabilondo, Javier Berganzo, Raul Torrego, Iñaki Val, Ander Etxabe, Jon Basurko, Oier Sarasua
Opublikowane w: IEEE International Conference on Emerging Technologies and Factory Automation, 2018
Wydawca: IEEE

Integrated Dimensionality Reduction and Sequence Prediction using LSTM

Autorzy: Emmanuel Okafor, Lambertus Schomaker
Opublikowane w: ICT.Open, 2018
Wydawca: ICT.Open

Digitalisation of maintenance

Autorzy: Erkki Jantunen, Jaime Campos, Pankaj Sharma, David Baglee
Opublikowane w: 2017 2nd International Conference on System Reliability and Safety (ICSRS), 2017, Strona(/y) 343-347, ISBN 978-1-5386-3322-9
Wydawca: IEEE
DOI: 10.1109/ICSRS.2017.8272846

Blockchain Technology Helps Maintenance to Stop Climate Change

Autorzy: M. Albano, P. Sharma, J. Campos, E. Jantunen
Opublikowane w: Maintenance, Performance, Measurement and Management - 2018, 2018
Wydawca: APMI - Portuguese Maintenance Society

Open Source Analytics Solutions for Maintenance

Autorzy: E. Jantunen, J. Campos, P. Sharma, M. McKay
Opublikowane w: 2018 5th International Conference on Control, Decision and Information Technologies (CoDIT), 2018, Strona(/y) 688-693, ISBN 978-1-5386-5065-3
Wydawca: IEEE
DOI: 10.1109/CoDIT.2018.8394819

Proactive Maintenance of Railway Switches

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

Optimising maintenance: What are the expectations for Cyber Physical Systems

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

Analyzing and predicting concurrency bugs in open source systems

Autorzy: Paolo Ciancarini, Francesco Poggi, Davide Rossi, Alberto Sillitti
Opublikowane w: 2017 International Joint Conference on Neural Networks (IJCNN), 2017, Strona(/y) 721-728, ISBN 978-1-5090-6182-2
Wydawca: IEEE
DOI: 10.1109/IJCNN.2017.7965923

Maintenance Supported by Cyber-Physical Systems and Cloud Technology

Autorzy: Erkki Jantunen, Jarno Junnola, Unai Gorostegui
Opublikowane w: 4th International Conference on Control, Decision and Information Technologies, Numer April 5-7, 2017, 2017
Wydawca: IEEE

A Pilot for Proactive Maintenance in Industry 4.0

Autorzy: Lino Ferreira, Luis; Albano, Michele; Silva, José,; Martinho, Diogo; Marreiros, Goreti; di Orio, Giovanni; Maló, Pedro; Ferreira, Hugo
Opublikowane w: 13th IEEE International Workshop on Factory Communication Systems (WFCS 2017)., Numer 1, 2017, Strona(/y) 02.06.2017
Wydawca: IEEE

Security Threats and Issues in Automation IoT

Autorzy: Pál Varga, Sándor Plósz, Gábor Soós, Csaba Hegedűs
Opublikowane w: 13th IEEE International Workshop on Factory Communication Systems - a Conference (WFCS), Numer 31.05.2017, 2017
Wydawca: IEEE

Cyber Physical System based proactive Collaborative Maintenance

Autorzy: Gregor Papa, Urko Zurutuza, Roberto Uribeetxeberria
Opublikowane w: 2016 International Conference on Smart Systems and Technologies (SST), Numer 12-14 Oct. 2016, 2016, ISBN 978-1-5090-3718-6
Wydawca: IEEE
DOI: 10.1109/SST.2016.7765654

Quality of Service on the Arrowhead Framework

Autorzy: Albano, Michele; Barbosa, Paulo; Silva, José,; Duarte, Roberto; Lino Ferreira, Luis; Delsing, Jerker
Opublikowane w: 13th IEEE International Workshop on Factory Communication Systems, Numer 31 May- June 2, 2017, 2017
Wydawca: IEEE

A guided tour of the legal implications of software cloning

Autorzy: Ciancarini P., Russo D., Sillitti A., and Succi G.
Opublikowane w: 38th International Conference on Software Engineering Companion (ICSE ’16), Numer May 2016, 2016, Strona(/y) 563-572, ISBN 978-1-4503-4205-6
Wydawca: ACM New York
DOI: 10.1145/2889160.2889220

The Way Cyber Physical Systems Will Revolutionise Maintenance

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

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

Autorzy: Alberto Sillitti, Paolo Ciancarini
Opublikowane w: 28th International Conference on Software Engineering and Knowledge Engineering (SEKE’16), Numer JULY 2016, 2016, Strona(/y) 249-254, ISSN 2325-9000
Wydawca: Knowledge Systems Institute
DOI: 10.18293/SEKE2016-199

Towards Automatic Generation Of Metafeatures

Autorzy: Pinto F., Soares C., Mendes-Moreira J.
Opublikowane w: 20th Pacific Asia Conference On Knowledge Discovery and Data Mining (PAKDD) 2016, Numer 19 April 2016, 2016, Strona(/y) http://pakdd16.wordpress.fos.auckland.ac.nz/, ISBN 978-3-319-31752-6
Wydawca: 20th Pacific Asia Conference On Knowledge Discovery and Data Mining (PAKDD) 2016

Can metalearning be applied to transfer on heterogeneous datasets?

Autorzy: Catarina Felix, Carlos Soares, and Alipio Jorge
Opublikowane w: HAIS 2016 - Hybrid Artificial Intelligence Systems, Numer 18 April 2016, 2016, Strona(/y) http://hais2016.upo.es/
Wydawca: Springer International Publishing

Thesis and dissertations (14)

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

Autorzy: Bastijn Maarse
Opublikowane w: 2017
Wydawca: Eindhoven University of Technology

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

Autorzy: Madhan Prabhu Gopi Singaravelu
Opublikowane w: 2016
Wydawca: TU Kaiserslautern

A Framework for Industry 4.0

Autorzy: José Silva
Opublikowane w: 2017
Wydawca: ISEP

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

Autorzy: Nitin Narayan
Opublikowane w: 2018
Wydawca: Technical University Eindhoven

Suitability of Open Source IoT Platforms for Predictive Maintenance

Autorzy: Hamid Arsalan
Opublikowane w: 2017
Wydawca: TU Kaiserslautern /BTH Karlskrona

Architectures for Run-Time Adaptation

Autorzy: Nicolas Fußberger
Opublikowane w: 2017
Wydawca: TU Kaiserslautern

Smart Home Models - Analysis, Simulation and Synthesis

Autorzy: Thomas Pedersen
Opublikowane w: 2018
Wydawca: Aalborg Applied University

Gas Flow Prediction using Long Short-Term Memory Networks

Autorzy: M. Withagen
Opublikowane w: 2018
Wydawca: Groningen

REST Interface to a CNC Database

Autorzy: Pedro Moura
Opublikowane w: 2016
Wydawca: ISEP

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

Autorzy: Junnola, Jarno
Opublikowane w: Numer 2017-05-04, 2017, Strona(/y) 1-121
Wydawca: University of Oulu

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

Autorzy: Unai Gorostegi
Opublikowane w: Numer 11/07/2017, 2017
Wydawca: Mondragon University

Optimizing Maintenance Decision-making based on Imperfect Predictions

Autorzy: Tom Derks
Opublikowane w: 26.04.2017, 2017
Wydawca: Eindhoven University of Technology

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

Autorzy: Roeland Hoefnagels
Opublikowane w: Numer 21.01.2016, 2016
Wydawca: Eindhoven University of Technology

Optimizing Machinery Maintenance Using Attribute Oriented Induction For Root Cause Analysis

Autorzy: Ander Gabilondo Intxaurraga
Opublikowane w: Numer 20.07.2017, 2017
Wydawca: Mondragon University

Peer reviewed articles (8)

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

Autorzy: Cláudio Rebelo de Sá, Paulo Azevedo, Carlos Soares, Alípio Mário Jorge, Arno Knobbe
Opublikowane w: Information Fusion, Numer 40, 2018, Strona(/y) 112-125, ISSN 1566-2535
Wydawca: Elsevier BV
DOI: 10.1016/j.inffus.2017.07.001

Effect of condensing environments on characteristics of piezoresistive ceramic pressure sensors

Autorzy: Marina Santo Zarnik, Franc Novak
Opublikowane w: Sensors and Actuators A: Physical, Numer 267, 2017, Strona(/y) 385-392, ISSN 0924-4247
Wydawca: Elsevier BV
DOI: 10.1016/j.sna.2017.10.038

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

Autorzy: Cláudio Rebelo de Sá, Wouter Duivesteijn, Paulo Azevedo, Alípio Mário Jorge, Carlos Soares, Arno Knobbe
Opublikowane w: Machine Learning, Numer 107/11, 2018, Strona(/y) 1775-1807, ISSN 0885-6125
Wydawca: Kluwer Academic Publishers
DOI: 10.1007/s10994-018-5743-z

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

Autorzy: Arvind Kumar Shekar, Cláudio Rebelo de Sá, Hugo Ferreira, Carlos Soares
Opublikowane w: CoRR, Numer abs/1804.05544, 2018, ISSN 1879-2782
Wydawca: Cornell University Library

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

Autorzy: Špela Poklukar, Gregor Papa, Franc Novak
Opublikowane w: Automatika, Numer 58/4, 2017, Strona(/y) 450-459, ISSN 0005-1144
Wydawca: Kompensatorenwerk Rhein-Main
DOI: 10.1080/00051144.2018.1465226

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

Autorzy: Erkki Jantunen, Unai Gorostegui, Urko Zurutuza, Michele Albano, Luis Lino Ferreira, Csaba Hegedűs, Jaime Campos
Opublikowane w: Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, Numer 232/6, 2018, Strona(/y) 784-794, ISSN 0959-6518
Wydawca: Professional Engineering Publishing Ltd.
DOI: 10.1177/0959651818772939

Security Problems of Scan Design and Accompanying Measures

Autorzy: Anton Biasizzo, Franc Novak
Opublikowane w: Journal of Electrical Engineering, Numer 67/3, 2016, Strona(/y) 192-198, ISSN 1339-309X
Wydawca: De Gruyter
DOI: 10.1515/jee-2016-0027

A Big Data Analytical Architecture for the Asset Management

Autorzy: Jaime Campos, Pankaj Sharma, Unai Gorostegui Gabiria, Erkki Jantunen, David Baglee
Opublikowane w: Procedia CIRP, Numer 64, 2017, Strona(/y) 369-374, ISSN 2212-8271
Wydawca: 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

Autorzy: Gregor Papa, Peter Korošec
Opublikowane w: Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences, Numer 48, 2019, Strona(/y) 457-471, ISBN 978-3-319-89986-2
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-319-89988-6_27

Internet of Things Applications in Future Manufacturing

Autorzy: John Soldados, Sergio Gusmeroli, Pedro Malo and Giovanni Di Orio
Opublikowane w: Digitising the Industry – Internet of Things Connecting the Physical, Digital and Virtual Worlds, 2016, Strona(/y) 153-184, ISBN 978-87-93379-81-7
Wydawca: River Publishers Series in Communications, Volume 49