Deliverables
This report will describe the research data generated in the project and how they will be published.
This deliverable will report on the dissemination and communciation activities during the first year of the project.
The conceptual framework for the development of Cognitive Digital Twins, focused on Cognitive Plants for Process Industries.
This deliverable will report on the standardisation activities during the first year of the project.
pilot-specific requirements for analytics, together with the existing sources from sensors to data and meta-data.
Reference scenarios, KPIs and initial datasets from all pilots.
This report will describe the design and deployment of the project website, in particular it aims it intends to reach, the targeted audiences, the structure and tools for online activities monitoring.
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Publications
Author(s): Jinzhi Lu, Xiaochen Zheng, Ali Gharaei, Kostas Kalaboukas, Dimitris Kiritsis
Published in: Proceedings of 5th International Conference on the Industry 4.0 Model for Advanced Manufacturing - AMP 2020, 2020, Page(s) 105-115, ISBN 978-3-030-46211-6
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-46212-3_7
Author(s): Pengfei YangJinzhi LuLei FengShouxuan WuGuoxin WangDimitris Kiritsis
Published in: WorldCIST 2021: Trends and Applications in Information Systems and Technologies pp 581-590, 2021
Publisher: Springer
DOI: 10.1007/978-3-030-72651-5_55
Author(s): Scheduling Jobs on Unrelated Machines with Job Splitting and Setup Resource Constraints for Weaving in Textile Manufacturing.
Published in: APMS 2021: Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems pp 424–434, 2021
Publisher: Springer
DOI: 10.1007/978-3-030-85874-2_45
Author(s): Jože M. Rožanec, Lu Jinzhi, Aljaž Košmerlj, Klemen Kenda, Kiritsis Dimitris, Viktor Jovanoski, Jan Rupnik, Mario Karlovčec, Blaž Fortuna
Published in: European Semantic Web Conference (ESWC2020), 2020
Publisher: Springer
Author(s): Rožanec, Jože M
Published in: "APMS - ""STARdom: an architecture for trusted and secure human-centered manufacturing systems."" IFIP International Conference on Advances in Production Management Systems. Springer, Cham, 2021.", 2021
Publisher: Springer
DOI: 10.1007/978-3-030-85910-7_21
Author(s): Rozanec, Joze M.
Published in: "WWW - ""Explainable demand forecasting: A data mining goldmine."" Companion Proceedings of the Web Conference 2021", 2021
Publisher: ACM
DOI: 10.1145/3442442.3453708
Author(s): Jinzhi LuXiaochen ZhengLukas SchweigerDimitris Kiritsis
Published in: Smart Services Summit pp 105-115, 2021
Publisher: Springer
DOI: 10.1007/978-3-030-72090-2_10
Author(s): Pavlos Eirinakis, Kostas Kalaboukas, Stavros Lounis, Ioannis Mourtos, Joze M. Rozanec, Nenad Stojanovic, Georgios Zois
Published in: 2020 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC), 2020, Page(s) 1-7, ISBN 978-1-7281-7037-4
Publisher: IEEE
DOI: 10.1109/ice/itmc49519.2020.9198492
Author(s): Calefato C., Vallini M., Fasana S.
Published in: XII Congresso Nazionale Società Italiana di Ergonomia e Fattori Umani (SIE2020), 2020
Publisher: Springer
Author(s): Gharaei A., Lu J., Stoll O., Zheng X., West S., Kiritsis D.
Published in: APMS 2020. IFIP Advances in Information and Communication Technology, book series (IFIPAICT,volume 591), 2020
Publisher: Springer
DOI: 10.1007/978-3-030-57993-7_10
Author(s): Zajec, Patrik
Published in: "APMS - ""Towards Active Learning Based Smart Assistant for Manufacturing."" IFIP International Conference on Advances in Production Management Systems. Springer, Cham, 2021.", 2021
Publisher: Springer
DOI: 10.1007/978-3-030-85910-7_31
Author(s): Pavlos Eirinakis; Stavros Lounis; Stathis Plitsos; George Arampatzis; Kostas Kalaboukas; Klemen Kenda; Jinzhi Lu; Jože M. Rožanec; Nenad Stojanovic
Published in: Information, 13 (1), 2022, Page(s) 33, ISSN 2078-2489
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/info13010033
Author(s): Rožanec, Jože Martin
Published in: "MDPI Applied Sciences Special Issue : Smart Resilient Manufacturing - ""Cyber-Physical LPG Debutanizer Distillation Columns: Machine-Learning-Based Soft Sensors for Product Quality Monitoring."" Applied Sciences 11.24 (2021): 11790.", 2021, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app112411790
Author(s): Zajec, Patrik
Published in: "MDPI Information - ""Help Me Learn! Architecture and Strategies to Combine Recommendations and Active Learning in Manufacturing."" Information 12.11 (2021): 473.", 2021, ISSN 2078-2489
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/info12110473
Author(s): Jože M. Rožanec; Jinzhi Lu; Jan Rupnik; Maja Škrjanc; Dunja Mladenic; Blaž Fortuna; Xiaochen Zheng; Dimitris Kiritsis
Published in: International Journal of Production Research, 60 (2), 2022, Page(s) 452-478, ISSN 0020-7543
Publisher: Taylor & Francis
DOI: 10.1080/00207543.2021.2002967
Author(s): Kalaboukas, Kostas
Published in: "MDPI Applied Sciences Special Issue: Smart Resilient Manufacturing - ""Implementation of Cognitive Digital Twins in Connected and Agile Supply Networks—An Operational Model."" Applied Sciences 11.9 (2021): 4103.", 2021, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app11094103
Author(s): Jinzhi Lu; Dejiu Chen; Guoxin Wang; Dimitris Kiritsis; Martin Törngren
Published in: IEEE Transactions on Systems, Man, and Cybernetics: Systems ( Volume: 52, Issue: 4, April 2022), 2021, ISSN 2168-2232
Publisher: IEEE
DOI: 10.1109/tsmc.2020.3048821
Author(s): Kasapidis, G.A., Paraskevopoulos, D.C., Repoussis, P.P. and Tarantilis, C.D.
Published in: Production and Operations Management, 30, 2021, Page(s) : 4044-4068. , ISSN 1937-5956
Publisher: Wiley Online Library
DOI: 10.1111/poms.13501
Author(s): Rožanec, Jože M., Blaž Fortuna, and Dunja Mladenić
Published in: "Information Fusion - ""Knowledge graph-based rich and confidentiality preserving Explainable Artificial Intelligence (XAI)."" Information Fusion 81 (2022): 91-102.", 2021, ISSN 1566-2535
Publisher: Elsevier BV
DOI: 10.1016/j.inffus.2021.11.015
Author(s): Jože Rožanec; Elena Trajkova; Inna Novalija; Patrik Zajec; Klemen Kenda; Blaž Fortuna; Dunja Mladenić
Published in: Future Internet, 14 (5), 2022, Page(s) 134, ISSN 1999-5903
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/fi14050134
Author(s): Zampou, Eleni; Mourtos, Ioannis; Pramatari, Katerina; and Seidel, Stefan
Published in: Journal of the Association for Information Systems, 23(1), 2021, Page(s) 329-371, ISSN 1536-9323
Publisher: Association for Information Systems
DOI: 10.17705/1jais.00725
Author(s): George ARAMPATZIS; Nikolaos Sarantinoudis; George Tsinarakis
Published in: Applied Sciences, 12 (2), 2022, Page(s) 870, ISSN 2076-3417
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/app12020870
Author(s): Jože M. Rožanec; Blaž Kažič; Maja Škrjanc; Blaž Fortuna; Dunja Mladenic
Published in: Applied Sciences, 11 (15), 2022, ISSN 2076-3417
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/app11156787