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Public Deliverable Reports

Title Authors & Reference Pillars Year
D2.2 – State of the Art for Complex Workflow Generation J.B. van Veelen, Mike Holenderski DP 2018 Download
D6.1 – Standards Guide, version 1 Erwin Schoitsch, Oystein Haugen et al. DP, SCN, PLM 2018 Download

Papers

Title Authors & Reference Pillars Year
Monitoring of Production Processes and the Condition of the Production Equipment through the Internet Jari Halme, Erkki Jantunen, David Hästbacka, Csaba Hegedűs, Pal Varga, Mikael Björkbom, Heikki Mesiä, Rupesh More, Antti Jaatinen, Laurentiu Barna, Pasi Tuominen, Henri Pettinen, Marko Elo, Martin Larrañaga, 2019 6th International Conference on Control, Decision and Information Technologies ,CoDIT’19,Le Cnam, Paris, France DP, SCN 2019
Review of models for large scale manufacturing networks Furmans Kai, Liberopoulos, George Rimmele, Marion, Zimmermann Olaf, 11th Conference on Stochastic Modeling of Manufacturing and Service Operations (SMMSO 2017), Acaya, Italy, 4-9 June 2017. DOI 10.5281/zenodo.2588326 DP, SCN 2019
Analysis of technological architectures for the new paradigm of the industry 4.0 Felix Larrinaga, Iñigo Aldalur, Miren Illarramendi, Mikel Iturbe, Txema Perez, Gorka Unamuno, Jon Salvidea, Inaxio Lazkanoiturburu, DYNA Ingeniería e Industria, Engineering Journal Dyna 2006 - DYNA Publishing. DOI http://dx.doi.org/10.6036/8837 DP 2019
Production planning models with productivity and financial objective functions in semiconductor manufacturing Sebastien Beraudy, Nabil Absi, Stephane Dauzere-Peres, 2018 Winter Simulation Conference (WSC), Piscataway,USA. DOI 10.1109/wsc.2018.8632415 DP, SCN 2019
Threat Modeling in the Railway Domain Christoph Schmittner, Peter Tummeltshammer, David Hofbauer, Abdelkader Magdy Shaaban, Michael Meidlinger, Markus Tauber, Arndt Bonitz, Reinhard Hametner, Manuela Brandstetter, Reliability, Safety, and Security of Railway Systems. Modelling, Analysis, Verification, and Certification - Third International Conference. DOI10.1007/978-3-030-18744-6_17 DP 2019
Modelling and analysis of a cooperative production network Behnaz Hosseini, Barış Tan, Taylor & Francis, United Kingdom. DOI 10.1007/s10696-018-9329-7 DP, SCN 2019
Comparison of optimal buffer allocation in flow lines under installation buffer, echelon buffer, and CONWIP policies George Liberopoulos, Flexible Services and Manufacturing Journal, Springer Pub. Co.,United States. DOI 10.1007/s10696-019-09341-y DP, SCN 2019
Optimal Dynamic Allocation of Collaborative Servers in Two Station Tandem Systems Dimitrios G. Pandelis, Ioannis Papachristos, Institute of Electrical and Electronics Engineers. DOI 10.1109/tac.2018.2852604 DP 2019
Hierarchical Annotation of Images with Two-Alternative-Forced-Choice Metric Learning Hellinga Niels, Menkovski Vlado, 2019 ICML (International Conference on Machine Learning) Workshop on Human in the Loop Learning (HILL2019), Long Beach, USA. DP 2019 Download
Towards a Security Cost Model for Cyber-Physical Systems Igor Ivkic, Andreas Mauthe, and Markus Tauber. The 1st IEEE Workshop on Cyber-Physical Networking (CPN 2019). IEEE, Las Vegas, Nevada, USA DP 2019 not yet available
An AAA Solution for Securing Industrial IoTDevices using Next Generation Access Control Katyayani Kiranmayee Kolluru, Cristina Paniagua, Jan van Deventer, Jens Eliasson,Jerker Delsingand Rance J.DeLong, 1st IEEE International Conference on Industrial Cyber-Physical SystemsICPS2018, IEEE, Saint Petersburg, Russia DP 2018
Monitoring Industry 4.0 Applications forSecurity and Safety Standard Compliance Ani Bicaku, Christoph Schmittner, Markus Tauberan,Jerker Delsing, 1nd IEEE International Conference on Industrial Cyber-Physical SystemsICPS2018, Saint Petersburg, Russia DP 2018
Semantic Interoperability in Industry 4.0:Survey of Recent Developments and Outlook Jacob Nilsson, Fredrik Sandin, Sweden DP 2018
CPS/IoT Ecosystem: A platform for research and education Haris Isakovic, Denise Ratasich, Christian Hirsch, Michael Platzer,Bernhard Wally, Thomas Rausch, Dejan Nickovic, Willibald Krenn, GertiKappel, Schahram Dustdar, Radu Grosu, WESE 2018, Turin, Italy DP 2018
Asset Tracking in Digital Industry Attila Ernő Frankó, Pál Varga, Budapest University of Technology and Economics, Faculty of Electrical Engineering and Informatics, Budapest, Hungary DP 2018
Efficient Device to Device Service Invocation using Arrowhead Orchestration Cristina Paniagua, Jens Eliasson, and Jerker Delsing, IEEE INTERNET OF THINGS JOURNAL DP 2018
Efficient Device to Device Service Invocation using Arrowhead Orchestration Jacob Nilsson, Fredrik Sandin and Jerker Delsing DP 2018
A CP model for a scheduling problem with limited secondary resources compared to a DES model Dirk Doleschal, Karlheinz Bock, 2018 Winter Simulation Conference, IEEE, Gothenburg, Sweden. DOI 10.1109/wsc.2018.8632390 DP, SCN 2018
An Automated Auto-encoder Correlation-based Health-Monitoring and Prognostic Method for Machine Bearings Ramin M. Hasani, Guodong Wang, Radu Grosu, AAAI, Hawai. DP, SCN 2018
A multi-bias recurrent neural network for modeling milling sensory data Guodong Wang, Mohamed Amin Ben Sassi, Radu Grosu, 2018 IEEE Industrial Cyber-Physical Systems (ICPS), IEEE, St. Petersburg. DOI 10.1109/icphys.2018.8387640 DP 2018
Detailed production planning models with flexible lead time constraints Sébastien Beraudy, Nabil Absi, Stéphane Dauzère-Pérès, Ubatuba, Brazil DP, SCN 2018
Detailed production planning models for semiconductor manufacturing with profit Sébastien Beraudy, Nabil Absi, Stéphane Dauzère-Pérès, 23rd International Symposium on Mathematical Programming, Bordeaux, France DP, SCN 2018
Enable Co-Simulation for Industrial Automation by an FMU Exporter for IEC 61499 Models Jose Cabral, Monika Wenger, Alois Zoitl, IEEE 23rd International Conference on Emerging Technologies and Factory Automation (ETFA), Turin, Italy. DOI 10.1109/wsc.2018.8632415 DP 2018
Current advancements on maintenance for household appliances Lino Ferreira, Luis; Albano, Michele; Rocha, Rafael, Costa, Miguel, Machado Silva, Ana, Silva, Marlos, Matos, Luísa, Afonso Landeck, Afonso Landeck Jorge, ISEP - Instituto Superior de Engenharia do Porto DP 2018
Modelling and analysis of the impact of correlated inter-event data on production control using Markovian arrival processes Nima Manafzadeh Dizbin, Barış Tan, Springer Pub. Co., Flexible Services and Manufacturing Journal, United States. DOI 10.1007/s10696-018-9329-7 DP 2018
Evolutionary Construction of Convolutional Neural Networks Marijn van Knippenberg, Vlado Menkovski, Mike Holenderski, The Fourth International Conference on Machine Learning, Optimization and Data Science (LOD 2018), Springer Lecture Notes in Computer Science (LNCS, volume 11331) DP 2018
AMT 2.0: Qualitative and Quantitative Trace Analysis with Extended Signal Temporal Logic Dejan Ničković, Olivier Lebeltel, Oded Maler, Thomas Ferrère, Dogan Ulus. Tools and Algorithms for the Construction and Analysis of Systems. No. 10806. Pages 303-319. ISBN 978-3-319-89962-6(print), 978-3-319-89963-3(electronic). Springer International Publishing, Cham. DOI 10.1007/978-3-319-89963-3_18. DP 2018
Enhancing flexibility and robustness of semiconductor production by using autonomous modular services Sophia Keil, Germar Schneider, Mathias Kuttig, Arthur Deutschlander, Arnold Lange, Harald Heinrich. 2018 29th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC). Pages 359-364. ISBN 978-1-5386-3748-7. DOI 10.1109/asmc.2018.8373171. DP, SCN 2018
Performance evaluation of a production line operated under an echelon buffer policy George Liberopoulos. IISE Transactions. No. 50/3. Pages 161-177. ISSN/eISSN 24725854. DOI 10.1080/24725854.2017.1390800. DP 2018
Accurate PPCC-Based DoA Estimation Using Multiple Calibration Planes for WSN Nodes Equipped with ESPAR Antennas Mateusz Groth, Lukasz Kulas. European Microwave Week 2018, 23-28 September 2018, Madrid, Spain. EUMA, Madrid, Spain. DOI 10.23919/EuRAD.2018.8546585. DP 2018
Efficient RSS-Based DoA Estimation for ESPAR Antennas Using Multiplane SDR Calibration Approach Mateusz Groth, Luiza Leszkowska, Lukasz Kulas. IEEE-APS Topical Conference on Antennas and Propagation in Wireless Communications (IEEE-APWC 2018), 10-14 September 2018, Cartagena de Indias, Colombia. IEEE, Cartagena de Indias, Colombia. DP 2018
RSS-Based Direction-of-Arrival Estimation with Increased Accuracy for Arbitrary Elevation Angles Using ESPAR Antennas Lukasz Kulas, Mateusz Rzymowski. 12th European Conference on Antennas and Propagation, 9-13 April 2018, London. EurAAP, London, Great Britain. DP 2018
Interacting with the Arrowhead Local Cloud: On-boarding Procedure Ani Bicaku, Silia Maksuti, Csaba Hegedus, Markus Tauber, Jerker Delsing and Jens Eliasson. 1st IEEE International Conference on Industrial Cyber-Physical Systems (ICPS 2018). IEEE, Saint Petersburg, Russia. DP 2018
Connected Cars – Threats, Vulnerabilities and their Impact Stefanie Strobl, David Hofbauer, Christoph Schmittner, Silia Maksuti, Markus Tauber and Jerker Delsing. 1st IEEE International Conference on Industrial Cyber-Physical Systems (ICPS 2018). IEEE, Saint Petersburg, Russia. DP 2018
Applying industrial data analytics in automotive test bed environments Festl, A., Michitsch, F., Priller, P. & Schmeja, M.; 18. Internationales Stuttgarter Symposium Automobil- und Motorentechnik. ISBN 978-3-658-21194-3. Springer Vieweg, Berlin, Heidelberg, New York. DP 2018
A Convolutional Autoencoder Approach for Feature Extraction in Virtual Metrology M. Maggipinto, C. Masiero, A. Beghi, G.A. Susto. Procedia Manufacturing. ISSN/eISSN 2351-9789. Elsevier. DP 2018
A hidden-Gamma model-based filtering and prediction approach for monotonic health factors in manufacturing Gian Antonio Susto, Andrea Schirru, Simone Pampuri, Alessandro Beghi, Giuseppe De Nicolao. In: Control Engineering Practice. No. 74. Pages 84-94. ISSN/eISSN 09670661. Pergamon Press Ltd., United Kingdom. DOI 10.1016/j.conengprac.2018.02.011. DP 2018
A Dynamic Sampling Approach for Cost Reduction in Semiconductor Manufacturing G.A. Susto, M. Maggipinto, F. Zocco, S. McLoone. Procedia Manufacturing. ISSN/eISSN 2351-9789. Elsevier. DP 2018
A Methodology for Efficient Dynamic Spatial Sampling and Reconstruction of Wafer Profiles Sean McLoone, Adrian Johnston, Gian Antonio Susto. IEEE Transactions on Automation Science and Engineering. Pages 1-12. ISSN/eISSN 15455955. Institute of Electrical and Electronics Engineers, United States. DOI 10.1109/TASE.2017.2786213. DP 2018
On Optimising Spatial Sampling Plans for Wafer Profile Reconstruction S. McLoone, F. Zocco, M. Maggipinto, G.A. Susto. 3rd IFAC Conference on Embedded Systems, Computational Intelligence and Telematics in Control. IEEE, Algarve. DP 2018
Supporting IoT semantic interoperability with autonomic computing An Ngoc Lam, Oystein Haugen. 2018 IEEE Industrial Cyber-Physical Systems (ICPS). Pages 761-767. ISBN 978-1-5386-6531-2. IEEE, St. Petersburg, Russia. DOI 10.1109/ICPHYS.2018.8390803. DP 2018
A Review of Simulation-Optimization Methods with Applications to Semiconductor Operational Problems Amir Ghasemi, Georg Laipple, Cathal Heavey. Proceedings of the 2018 Winter Simulation Conference. Published by M. Rabe, A. A. Juan, N. Mustafee, A. Skoogh, S. Jain, and B. Johansson, eds., Gothenburg. SCN 2018 not yet available
Aggregated Hierarchical Modeling and Simulation in Semiconductor Supply Chains Georg Laipple, Oliver Schönherr, Marcin Mosinski, Elias Winter, Kai Furmans. Proceedings of the 2018 Winter Simulation Conference. Published by M. Rabe, A.A. Juan, N. Mustafee, A. Skoogh, S. Jain, and B. Johansson, eds., Gothenburg. SCN 2018 not yet available
Generic Data Model for Semiconductor Manufacturing Supply Chains Georg Laipple, Stéphane Dauzère-Pérès, Thomas Posignon, Philippe Vialletelle. Proceedings of the 2018 Winter Simulation Conference. Published by M. Rabe, A.A. Juan, N. Mustafee, A. Skoogh, S. Jain, and B. Johansson, eds., Gothenburg. SCN 2018 not yet available
Runtime Contracts Checker: Increasing Robustness of Component-Based Software Systems Miren Illarramendi, Leire Etxeberria, Xabier Elkorobarrutia, Goiuria Sagardui. IOP Science, Journal of Physics: Conference Series (JPCS) DP, SCN 2018
Enabling Security and Safety Evaluation in Industry 4.0 Use cases with Digital Twins Markus Tauber and Christoph Schmittner. ERCIM News 115: Digital Twins. ERCIM Magazine. DP 2018
RSS-Based DoA Estimation Using ESPAR Antenna Radiation Patterns Spline Interpolation M. Groth, K. Nyka, L. Kulas. 2018 International Conference on Indoor Positioning and Indoor Navigation (IPIN). Pages 1-5. ISBN 978-1-5386-5635-8. DOI 10.1109/IPIN.2018.8533818. DP 2018
Accurate PPCC-Based DoA Estimation Using Multiple Calibration Planes for WSN Nodes Equipped with ESPAR Antennas M. Groth, L. Kulas. IEEE, European Microwave Week (2018). DOI 10.23919/EuRAD.2018.8546585. DP 2018
Engineering of Service-oriented IoT AutomationSystems Oscar Carlsson,Student Member, IEEE,and Jerker Delsing,Member, IEEE DP 2017
Local Cloud Internet of Things Automation. Technology and Business Model Features of Distributed Internet of Things Automation Solutions Jerker Delsing, IEEE INDUSTRIAL ELECTRONICS MAGAZINE, Sweden. DOI 10.1109/MIE.2017.2759342 DP 2017
Quality based scheduling for an example of semiconductor manufactory Dirk Doleschal, Elisa Sophie Schottler, IEEE, 2017 Winter Simulation Conference (WSC), IEEE, Las Vegas, NV, USA. DOI 10.1109/wsc.2017.8248086 DP 2017
Can Cyber-Physical Systems Reliably Collaborate within a Blockchain? Ben van Lier, Basil Blackwell, Metaphilosophy, United Kingdom. DOI 10.1111/meta.12275 DP 2017
Smart Systems Everywhere – how much Smartness is tolerable? Schoitsch Erwin. ISBN 978-3-99062-119-6 DP, SCN, PLM 2017
Quality of service on the arrowhead framework Michele Albano, Paulo Miguel Barbosa, Jose Silva, Roberto Duarte, Luis Lino Ferreira, Jerker Delsing. 2017 IEEE 13th International Workshop on Factory Communication Systems (WFCS). Pages 1-8. ISBN 978-1-5090-5788-7. DOI 10.1109/wfcs.2017.7991959. DP 2017
Anomaly Detection Approaches for Semiconductor Manufacturing Gian Antonio Susto, Matteo Terzi, Alessandro Beghi. Procedia Manufacturing. Volume 11, 2017, Pages 2018-2024. ISSN/eISSN 2351-9789. Elsevier. DOI 10.1016/j.promfg.2017.07.353. DP 2017
Performance evaluation of a production line operated under an echelon buffer policy George Liberopoulos. IISE Transactions. ISSN/eISSN 24725854. Taylor & Francis, Philadelphia, PA, USA. DOI 10.1080/24725854.2017.1390800. DP 2017
Optimal buffer allocation in a production line operating under IB, EB, and CONWIP policies George Liberopoulos. 11th Conference on Stochastic Models of Manufacturing and Service Operations (SMMSO 2017), Acaya, Italy, 4-9 June 2017. Pages 193-200. ISBN 9788894128628. CNR-ITIA, Milano, Italy DP 2017
Review of models for large-scale manufacturing networks Furmans, K., Liberopoulos, G., Rimmele, M., Zimmermann, O.; 11th Conference on Stochastic Modeling of Manufacturing and Service Operations (SMMSO 2017). Pages 251-160. ISBN 9788894128628. ITIA-CNR, Milano, Italy. DP, SCN 2017
Increasing dependability in Safety Critical CPSs Using Reflective Statecharts Miren Illarramendi, Leire Etxeberria, Xabier Elkorobarrutia, Goiuria Sagardui. Computer Safety, Reliability, and Security; SAFECOMP 2017 Workshops: ASSURE, DECSoS, SASSUR, TELERISE and TIPS. Pages 114-126. ISBN 978-3-319-66283-1. Springer Switzerland. DP, SCN 2017
On the Cost of Cyber Security in Smart Business Igor Ivkic, Stephan Wolfauer, Thomas Oberhofer, Markus Tauber. 12th International Conference for Internet Technology and Secured Transactions (IEEE ICITST 2017). IEEE, Cambridge, UK. DP 2017
Anomaly detection through on-line isolation Forest: An application to plasma etching Gian Antonio Susto, Alessandro Beghi, Sean McLoone. 2017 28th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC). Pages 89-94. ISBN 978-1-5090-5448-0. IEEE, Saratoga Springs, New York. DOI 10.1109/ASMC.2017.7969205 DP 2017
Deep learning for virtual metrology: Modeling with optical emission spectroscopy data Matteo Terzi, Chiara Masiero, Alessandro Beghi, Marco Maggipinto, Gian Antonio Susto. 2017 IEEE 3rd International Forum on Research and Technologies for Society and Industry (RTSI). Pages 1-6. ISBN 978-1-5386-3906-1. IEEE, Modena, Italy. DOI 10.1109/RTSI.2017.8065905 DP 2017
A dynamic sampling strategy based on confidence level of virtual metrology predictions Gian Antonio Susto. 2017 28th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC). Pages 78-83. ISBN 978-1-5090-5448-0. IEEE, Saratoga Springs, New York. DOI 10.1109/ASMC.2017.7969203. DP 2017
Towards Flexible and Secure End-to-End Communication in Industry 4.0 Silia Maksuti, Ani Bicaku, Markus Tauber, Silke Palkovits-Rauter, University of Applied Sciences Burgenland, Eisenstadt, Austria; Sarah Haas, Infineon Technologies Austria AG, Graz, Austria, Jerker Delsing, Lulea University of Technology, Lulea, Sweden DP 2017 Download
Towards Trustworthy End-to-End Communication in Industry 4.0 Ani Bicaku, Silia Maksuti, Silke Palkovits-Rauter, Markus Tauber, Rainer Matischek, Christoph Schmittner, Georgios Mantas, Mario Thron and Jerker Delsing DP 2017 Download

Presentations

Title Authors & Reference Pillars Year
Productive4.0 at HiPeac 2019 Knut Hufeld, Thomas Gutt, Infineon Technologies AG, Germany. Workshop ‚DeCPS: Safety and Security in Industry 4.0’, https://www.hipeac.net/2019/valencia/#/schedule/sessions/7679/program/ DP, SCN, PLM 2019 Download
Arrowhead Framework Jerker Delsing, Luleå University of Technology DP 2018
Arrowhead coming to an end Productive4.0 to start Jerker Delsing, Luleå University of Technology,www.arrowhead.eu DP 2018
IoT and System of Systems Engineering Jerker Delsing, Luleå University of Technology,www.arrowhead.eu DP 2018
Arrowhead & Productive4.0 Jerker Delsing, Luleå University of Technology,www.arrowhead.eu DP 2018
The Arrowhead Framework & EISLAB Jerker Delsing, Luleå University of Technology,www.arrowhead.eu DP 2018
Digitalisation IoT and System of Systems Engineering Jerker Delsing, Luleå University of Technology,www.arrowhead.eu DP 2018
Big Data Solutions at Brown Field Production Sites Jerker Delsing, Luleå University of Technology,www.arrowhead.eu DP 2018
Design methods of DTs and their implementation Jerker Delsing, Luleå University of Technology,www.arrowhead.eu DP 2018
A virtual market of energy powered by Arrowhead Framework Professor Jerker Delsing, Luleå University of Technology, Sweden, Coordinator the Arrowhead project, WP1 leader the Productive4.0 project DP 2018
Digitalisation and automatisation of production value chain Jerker Delsing, Luleå University of Technology, Embedded Conferece Scandinavia DP 2017
WFCS 2017, Keynote: From IoT to Digitised Production Automation Professor Jerker Delsing, EISLAB, Luleå University of Technology, Sweden DP 2017 Download

Application Note

Title Authors & Reference Pillars Year
Arrowhead Compatible Zynq with SDSoC 2017.4 and Floating-Point > 8xSIMD EdkDSP Accelerators Jiří Kadlec, Zdeněk Pohl, Lukáš Kohout DP 2019
Arrowhead client on Zynq 7000 device with support for the Xilinx > SDSoC 2018.2 HW accelerators Jiří Kadlec, Zdeněk Pohl, Lukáš Kohout DP 2019
Arrowhead Compatible Zynq Ultrascale+ Systems with Xilinx SDSoC > 2018.2 Support Jiří Kadlec, Zdeněk Pohl, Lukáš Kohout DP 2019
Compact Zynq System with SW-defined Floating-Point 8xSIMD EdkDSP Accelerator Jiří Kadlec, Zdeněk Pohl, Lukáš Kohout DP 2018 Download
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