Deliverables
This deliverable will report on the dissemination and communciation activities during the second year of the project
Dissemination and Communication Activities Report V1This deliverable will report on the dissemination and communciation activities during the first year of the project.
Validation and impact assessment (Interim Version)Validation and impact assessment of FACTLOG from the pilots
FACTLOG optimization toolkit and serviceExperimentation and validation of the algorithmic framework using FACTLOG data and literature instances - a suite for robust optimization ‘as a service’.
Systemic Cognitive Models PrototypesA methodology enabling the generation and management of multiple systemic model scenarios plus a dynamic simulation mechanism isolating the physical system and its augmented digital twin
Cognitive Transformation Report (Interim Version)Preliminary report on Cognitive Transformation of the pilots deploying FACTLOG results as well as demonstrations carried out by the project clusters
Cognitive Factory FrameworkThe conceptual framework for the development of Cognitive Digital Twins, focused on Cognitive Plants for Process Industries.
Dissemination and Communication Activities Report V3This deliverable will report on the dissemination and communciation activities during the last period of the project.
FACTLOG Training and Educational Material V2This report will describe the training and educational materials designed both from industrial and academic partners.
KG-based analytics for process optimizationA methodology for Knowledge Graph based analytics for process and system optimization implemented as a Knowledge Core addon module
Integration guidelines (Final Version)Integration guidelines for FACTLOG with external systems.
Validation and impact assessment (Final Version)Validation and impact assessment of FACTLOG from the pilots.
Knowledge Graphs ModellingKnowledge graphs including all relevant pieces of an industrial system that enables the integration of heterogeneous and mostly unstructured data from diverse sources thus allowing for flexible and smart knowledge or data querying
Cognitive Transformation Report (Final Version)Final report on Cognitive Transformation of the pilots deploying FACTLOG results as well as demonstrations carried out by the project clusters.
Standardisation Activities Report V1This deliverable will report on the standardisation activities during the first year of the project.
Analytics System Requirements and Design Specificationpilot-specific requirements for analytics, together with the existing sources from sensors to data and meta-data.
Data Collection Framework (Interim Version)Data collection services and adapters for the pilots
FACTLOG Training and Educational Material V1This report will describe the training and educational materials designed both from industrial and academic partners
Standardisation Activities Report V3This deliverable will report on the standardisation activities during the last period of the project.
Standardisation Activities Report V2This deliverable will report on the standardisation activities during the second year of the project
Process Modelling MethodologyThe transformation of WP1 output into Process Models using state of the art standards for system modelling and analysis plus the creation of a hierarchical inheritance registry that will provide prototype reconfigurable building blocks
Integration guidelines (Interim Version)Integration guidelines for FACTLOG with external systems
Data Collection Framework (Final Version)Data collection services and adapters for the pilots
Reference Scenarios, KPIs and DatasetsReference scenarios, KPIs and initial datasets from all pilots.
FACTLOG analytics prototype addressing all requirements, data models and pilot data sets.
Factory Knowledge for CognitionThe output of Interpreting factory knowledge base from the cognition point of view and a set of interfaces for accessing that knowledge.
Integrated Package and Platform (Final Version)Final FACTLOG prototype for the pilot operation.
Robust and energy-aware planning and schedulingModels and algorithms for robust multi-objective scheduling/resource allocation plus effective re-scheduling problems.
Anomaly Detection SystemServices for detecting anomalous events, anomalies based on CEP, risk prediction and root cause analysis.
Real-time re-optimization algorithmsState-of-the-art re-optimization heuristics combined with exact methods.
Integrated Package and Platform (Interim Version)Initial FACTLOG prototype for the pilot operation.
This report will describe the research data generated in the project and how they will be published.
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.
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 Yang, Jinzhi Lu, Lei Feng, Shouxuan Wu, Guoxin Wang, Dimitris Kiritsis
Published in:
Trends and Applications in Information Systems and Technologies (WorldCIST 2021), 2021, Page(s) 581-590
Publisher:
Springer
DOI:
10.1007/978-3-030-72651-5_55
Author(s):
Ioannis Mourtos, Stavros Vatikiotis & Georgios Zois
Published in:
IFIP International Conference on Advances in Production Management Systems, 2021, Page(s) 424-434
Publisher:
Springer
DOI:
10.1007/978-3-030-85874-2_45
Author(s):
Eirinakis P, Arampatzis G, Košmerlj A, Rožanec J, Sarantinoudis N
Published in:
31st European Conference on Operational Research (EURO21), 2022, Page(s) 186
Publisher:
EURO 2021
Author(s):
Timoleon Farmakis, Stavros Lounis, Ioannis Mourtos and Georgios Doukidis
Published in:
LEADING AND MANAGING IN THE DIGITAL ERA (LMDE 2023), 2023, Page(s) 35-40, ISBN 978-960-9443-21-0
Publisher:
LMDE
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):
Lounis S, Doukidis G, Mourtos I
Published in:
31st European Conference on Operational Research (EURO21), 2022
Publisher:
EURO 2021
Author(s):
J.M. Rožanec, E. Trajkova, M.K. Onat, N. Sarantinoudis, G. Arampatzis, B. Fortuna and D. Mladenić
Published in:
International Conference on Electrical, Computer and Energy Technologies (ICECET2022), 2022, ISBN 978-1-6654-7087-2
Publisher:
IEEE
DOI:
10.1109/icecet55527.2022.9872983
Author(s):
Jinzhi Lu, Xiaochen Zheng, Lukas Schweiger, Dimitris Kiritsis
Published in:
Smart Services Summit, 2021, Page(s) 105-115
Publisher:
Springer
DOI:
10.1007/978-3-030-72090-2_10
Author(s):
Avgerinos I, Mourtos I, Vatikiotis S, Zois G
Published in:
10th IFAC Manufacturing Modelling, Management and Control (MIM22), Issue 55(10), 2022, Page(s) 2487-2492, ISSN 2405-8963
Publisher:
ScienceDirect
DOI:
10.1016/j.ifacol.2022.10.082
Author(s):
Brecelj, B., Šircelj, B., Rožanec, J. M., Fortuna, B., & Mladenić, D.
Published in:
Conference on Data Mining and Data Warehouses (SiKDD 2022), 2022
Publisher:
AILAB
DOI:
10.48550/arxiv.2209.13957
Author(s):
Mourtos I, Kasapidis GA, Repoussis P, Eirinakis P
Published in:
31st European Conference on Operational Research (EURO21), 2022
Publisher:
EURO 2021
Author(s):
Eirinakis P, Koronakos G
Published in:
10th IFAC Manufacturing Modelling, Management and Control (MIM22), Issue 55(10), 2022, Page(s) 2822-2827, ISSN 2405-8963
Publisher:
ScienceDirect
DOI:
10.1016/j.ifacol.2022.10.158
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):
Kasapidis G., Paraskevopoulos D, Mourtos I, Repousis P
Published in:
36th Conference of the European Chapter on Combinatorial Optimization (ECCO 2023), 2023, Page(s) 37
Publisher:
ECCO
Author(s):
Konstantinos Kaparis, Kyriakos Bitsis, Stavros Lounis
Published in:
31st European Conference on Operational Research (EURO21), 2022
Publisher:
EURO 2021
Author(s):
Stavros Lounis, Yiannis Mourtos
Published in:
LEADING AND MANAGING IN THE DIGITAL ERA (LMDE 2023, 2023, Page(s) 284-285, ISBN 978-960-9443-21-0
Publisher:
LMDA
Author(s):
Sarantinoudis N, Tsinarakis G, Kalaboukas K, Eirinakis P, Arampatzis G
Published in:
31st European Conference on Operational Research (EURO21), 2022, Page(s) 186
Publisher:
EURO 2021
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:
IFIP Advances in Information and Communication Technology (IFIPAICT), Issue 591, 2020
Publisher:
Springer
DOI:
10.1007/978-3-030-57993-7_10
Author(s):
Pavlos Eirinakis; Stavros Lounis; Stathis Plitsos; George Arampatzis; Kostas Kalaboukas; Klemen Kenda; Jinzhi Lu; Jože M. Rožanec; Nenad Stojanovic
Published in:
Information, Issue 13 (1), 2022, Page(s) 33, ISSN 2078-2489
Publisher:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.3390/info13010033
Author(s):
Rožanec, J. M., Fortuna, B., & Mladenić, D.
Published in:
Sustainability, Issue 14(15), 2022, ISSN 2071-1050
Publisher:
MDPI Open Access Publishing
DOI:
10.3390/su14159295
Author(s):
Xiaochen Zheng, Jinzhi Lu, Dimitris Kiritsis
Published in:
International Journal of Production Research, Issue 60(24), 2021, Page(s) 7610-7632, ISSN 0020-7543
Publisher:
Taylor & Francis
DOI:
10.1080/00207543.2021.2014591
Author(s):
Rožanec, J.M.; Trajkova, E.; Lu, J.; Sarantinoudis, N.; Arampatzis, G.; Eirinakis, P.; Mourtos, I.; Onat, M.K.; Yilmaz, D.A.; Košmerlj, A.; et al
Published in:
MDPI Applied Sciences Special Issue: Smart Resilient Manufacturing, Issue 11(24), 2021, Page(s) 11790, ISSN 2076-3417
Publisher:
MDPI
DOI:
10.3390/app112411790
Author(s):
Ioannis Avgerinos, Ioannis Mourtos, Stavros Vatikiotis & Georgios Zois
Published in:
International Journal of Production Research, Issue 62, 2023, Page(s) 359-379, ISSN 0020-7543
Publisher:
Taylor & Francis
DOI:
10.1080/00207543.2023.2275634
Author(s):
Nikolaos Sarantinoudis; Georgios Tsinarakis; Panagiotis Dedousis; George Arampatzis
Published in:
IEEE Access, Issue 11, 2023, Page(s) 111701-111714, ISSN 2169-3536
Publisher:
Institute of Electrical and Electronics Engineers Inc.
DOI:
10.1109/access.2023.3322926
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, Issue 60 (2), 2022, Page(s) 452-478, ISSN 0020-7543
Publisher:
Taylor & Francis
DOI:
10.1080/00207543.2021.2002967
Author(s):
Rožanec, J. M., Bizjak, L., Trajkova, E., Zajec, P., Keizer, J., Fortuna, B., & Mladenić, D.
Published in:
Journal of Intelligent Manufacturing, 2022, ISSN 1572-8145
Publisher:
Springer
DOI:
10.1007/s10845-023-02098-0
Author(s):
Jinzhi Lu, George Tsinarakis, Nikolaos Sarantinoudis, George Arampatzis, Xiaochen Zheng, Dimitris Kiritsis
Published in:
Computers & Industrial Engineering, Issue 190, 2024, ISSN 0360-8352
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.cie.2024.110042
Author(s):
Kalaboukas, K.; Rožanec, J.; Košmerlj, A.; Kiritsis, D.; Arampatzis, G
Published in:
Applied Sciences Special Issue: Smart Resilient ManufacturingApplied Sciences, Issue 11(9), 2021, Page(s) 4103, 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, Issue 52(4), 2021, ISSN 2168-2232
Publisher:
IEEE
DOI:
10.1109/tsmc.2020.3048821
Author(s):
Nikolaos Sifakis, Nikolaos Sarantinoudis, George Tsinarakis, Christos Politis and George Arampatzis
Published in:
Sensors, Issue 23(18), 2023, ISSN 1424-8220
Publisher:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.3390/s23187858
Author(s):
Vatikiotis S.; Avgerinos I.; Mourtos I.; Zois, G
Published in:
International Journal of Production Research, Issue 61(16), 2022, Page(s) 5502-5524, ISSN 0020-7543
Publisher:
Taylor & Francis
DOI:
10.1080/00207543.2022.2102948
Author(s):
Zampou, Eleni; Mourtos, Ioannis; Pramatari, Katerina; and Seidel, Stefan
Published in:
Journal of the Association for Information Systems, Issue 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, Issue 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, Issue 11 (15), 2022, ISSN 2076-3417
Publisher:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.3390/app11156787
Author(s):
Kostas Kalaboukas, Dimitris Kiritsis, George Arampatzis
Published in:
Computers in Industry, Issue 146, 2023, ISSN 0166-3615
Publisher:
Elsevier BV
DOI:
10.1016/j.compind.2023.103857
Author(s):
Xiaochen Zheng, Jinzhi Lu, Rebeca Arista, Jože Martin Rožanec, Stavros Lounis, Kostas Kalaboukas, Dimitris Kiritsis
Published in:
Handbook of Digital Twins, Issue 1st Edition, 2024, Page(s) 15, ISBN 9781003425724
Publisher:
Taylor & Francis
DOI:
10.1201/9781003425724
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