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 Searching for OpenAIRE data... There was an error trying to search data from OpenAIRE No results available
