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Energy-aware Factory Analytics for Process Industries

Deliverables

Dissemination and Communication Activities Report V2

This deliverable will report on the dissemination and communciation activities during the second year of the project

Dissemination and Communication Activities Report V1

This 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

Systemic Cognitive Models Prototypes

A 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 Framework

The conceptual framework for the development of Cognitive Digital Twins, focused on Cognitive Plants for Process Industries.

KG-based analytics for process optimization

A methodology for Knowledge Graph based analytics for process and system optimization implemented as a Knowledge Core addon module

Knowledge Graphs Modelling

Knowledge 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

Standardisation Activities Report V1

This deliverable will report on the standardisation activities during the first year of the project.

Analytics System Requirements and Design Specification

pilot-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 V1

This report will describe the training and educational materials designed both from industrial and academic partners

Standardisation Activities Report V2

This deliverable will report on the standardisation activities during the second year of the project

Process Modelling Methodology

The 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 Datasets

Reference scenarios, KPIs and initial datasets from all pilots.

Factory Knowledge for Cognition

The output of Interpreting factory knowledge base from the cognition point of view and a set of interfaces for accessing that knowledge.

Robust and energy-aware planning and scheduling

Models and algorithms for robust multi-objective scheduling/resource allocation plus effective re-scheduling problems.

Anomaly Detection System

Services for detecting anomalous events, anomalies based on CEP, risk prediction and root cause analysis.

Real-time re-optimization algorithms

State-of-the-art re-optimization heuristics combined with exact methods.

Initial Data Management Plan

This report will describe the research data generated in the project and how they will be published.

Project Website

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

Cognitive Twins for Supporting Decision-Makings of Internet of Things Systems

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

A Knowledge Management Approach Supporting Model-Based Systems Engineering

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

Scheduling Jobs on Unrelated Machines with Job Splitting and Setup Resource Constraints for Weaving in Textile Manufacturin

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

Utilizing an enhanced digital twin to optimize on-specs LPG recovery

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

Utilizing an enhanced digital twin to optimize on-specs LPG recovery.

Author(s): Eirinakis P, Arampatzis G, Košmerlj A, Rožanec J, Sarantinoudis N
Published in: 31st European Conference on Operational Research (EURO21), 2022
Publisher: EURO 2021

Digital Twins (DTs) as an integral part of manufacturing Digital Transformation (DX)

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

Towards Actionable Cognitive Digital Twins for Manufacturing

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

STARdom: an architecture for trusted and secure human-centered manufacturing systems

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

The role of Digital Twins and Optimisation in facilitating Digital Transformation in manufacturing.

Author(s): Lounis S, Doukidis G, Mourtos I
Published in: 31st European Conference on Operational Research (EURO21), 2022
Publisher: EURO 2021

Machine-Learning-Based Soft Sensors for Energy Efficient Operation of Crude Distillation Units

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

Explainable Demand Forecasting: A Data Mining Goldmine

Author(s): Rozanec, Joze M.
Published in: Companion Proceedings of the Web Conference 2021, 2021
Publisher: ACM
DOI: 10.1145/3442442.3453708

A Cognitive Approach to Manage the Complexity of Digital Twin Systems

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

Exact methods for tardiness objectives in production scheduling

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

Forecasting sensor values in waste-to-fuel plants

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

Combined Production Scheduling and Predictive Maintenance for PCB Manufacturing

Author(s): Mourtos I, Kasapidis GA, Repoussis P, Eirinakis P
Published in: 31st European Conference on Operational Research (EURO21), 2022
Publisher: EURO 2021

XAI-KG: knowledge graph to support XAI and decision-making in manufacturing

Author(s): Rožanec, J. M., Zajec, P., Kenda, K., Novalija, I., Fortuna, B., & Mladenić, D.
Published in: Advanced Information Systems Engineering Workshops (CAiSE 2021), 2021, Page(s) 167-172, ISBN 978-3-030-79022-6
Publisher: Springer
DOI: 10.1007/978-3-030-79022-6_14

A mathematical programming approach for optimizing on-specs production for industrial processes under input uncertainty

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

Enhancing Cognition for Digital Twins

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

A unified CP-based evolutionary algorithm for solving flexible job shop scheduling problems with resource constraints

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

Production scheduling in the steel reinforcement industry

Author(s): Konstantinos Kaparis, Kyriakos Bitsis, Stavros Lounis
Published in: 31st European Conference on Operational Research (EURO21), 2022
Publisher: EURO 2021

FACTLOG: Energy-Aware Factory Analytics for Process Industries

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

Cognitive Manufacturing: The role of process modelling and optimization

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

The cognitive retrofit revolution inside industry: how to modernize factories by Cognitive Digital Twins

Author(s): Calefato C., Vallini M., Fasana S.
Published in: XII Congresso Nazionale Società Italiana di Ergonomia e Fattori Umani (SIE2020), 2020
Publisher: Springer

Systems Engineering Approach to Identify Requirements for Digital Twins Development

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

Towards Active Learning Based Smart Assistant for Manufacturing

Author(s): Zajec, Patrik
Published in: IFIP International Conference on Advances in Production Management Systems, 2021
Publisher: Springer
DOI: 10.1007/978-3-030-85910-7_31

Cognitive Digital Twins for Resilience in Production: A Conceptual Framework

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

Reframing demand forecasting: a two-fold approach for lumpy and intermittent demand

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

The emergence of cognitive digital twin: vision, challenges and opportunities

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

Cyber-Physical LPG Debutanizer Distillation Columns: Machine-Learning-Based Soft Sensors for Product Quality Monitoring

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

Weighted tardiness minimisation for unrelated machines with sequence-dependent and resource-constrained setups

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

Help me learn! Architecture and strategies to combine recommendations and active learning in manufacturing

Author(s): Zajec, P.; Rožanec, J.M.; Trajkova, E.; Novalija, I.; Kenda, K.; Fortuna, B.; Mladenić, D.
Published in: Information, Issue 12(11), 2021, Page(s) 473, ISSN 2078-2489
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/info12110473

Model-Based Simulation Framework for Digital Twins in the Process Industry

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

Enhancing Operational Resilience of Critical Infrastructure Processes Through Chaos Engineering

Author(s): P. Dedousis, G. Stergiopoulos, G. Arampatzis and D. Gritzalis
Published in: IEEE Access, Issue 11, 2023, Page(s) 106172-106189, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3316028

Actionable cognitive twins for decision making in manufacturing

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

Active Learning and Novel Model Calibration Measurements in Manufacturing

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

A semantic model-based systems engineering approach for assessing the operational performance of metal forming process

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

Implementation of Cognitive Digital Twins in Connected and Agile Supply Networks - An Operational Model

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

Model-Based Systems Engineering Tool-Chain for Automated Parameter Value Selection

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

Flexible Job Shop Scheduling Problems with Arbitrary Precedence Graphs

Author(s): Kasapidis, G.A., Paraskevopoulos, D.C., Repoussis, P.P. and Tarantilis, C.D.
Published in: Production and Operations Management, Issue 30, 2021, Page(s) : 4044-4068. , ISSN 1937-5956
Publisher: Wiley Online Library
DOI: 10.1111/poms.13501

Knowledge graph-based rich and confidentiality preserving Explainable Artificial Intelligence (XAI)

Author(s): Rožanec, Jože M., Blaž Fortuna, and Dunja Mladenić
Published in: Information Fusion, Issue 81, 2021, Page(s) 91-102, ISSN 1566-2535
Publisher: Elsevier BV
DOI: 10.1016/j.inffus.2021.11.015

Soft sensing of LPG processes using deep learning

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

Scheduling unrelated machines with job splitting, setup resources and sequence dependency

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

Enriching Artificial Intelligence Explanations with Knowledge Fragments

Author(s): Jože Rožanec; Elena Trajkova; Inna Novalija; Patrik Zajec; Klemen Kenda; Blaž Fortuna; Dunja Mladenić
Published in: Future Internet, Issue 14 (5), 2022, Page(s) 134, ISSN 1999-5903
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/fi14050134

A Design Theory for Energy and Carbon Management Systems in the Supply Chain

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

A Discrete Process Modelling and Simulation Methodology for Industrial Systems within the Concept of Digital Twins

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

Automotive OEM Demand Forecasting: A Comparative Study of Forecasting Algorithms and Strategies

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

Governance framework for autonomous and cognitive digital twins in agile supply chains

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

Cognitive Digital Twins in the Process Industries

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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