Data-driven method based on a process mining approach for Automated Digital Twin generation, operations, and maintenance in circular value chains

Project Information

AUTO-TWIN

Grant agreement ID: 101092021

DOI

10.3030/101092021

EC signature date 11 November 2022

Start date 1 December 2022

End date 30 November 2025

Funded under

• Digital, Industry and Space

Total cost

€ 5 999 986,25

EU contribution

€ 5 999 986,25

Coordinated by

POLITECNICO DI MILANO
Italy

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (8)

Data management plan

Data management plan T75

Architecture specification and integration guidelines

Definition of specifications for AUTO-TWIN architecture (T1.3) and reference architecture (T1.4). Definition of the integration guidelines (T1.4).

Data management plan Rev. 1

Data management plan (T7.5). First revision.

Continuous integration and validation report No. 1

Periodic report on continuous integration and validation report (T5.1).

Project report

Project progress report (T7.1,T7.2). Legal and societal framework (T7.4). Project Handbook and quality and risk management plan (T7.3).

Consolidated specifications

Definition and mapping of requirements and KPIs for the use cases definition of databased interactions and needs at the sensornetwork layer Related to T21 T22

Pilot setup report

Demonstration pilot methodology and setup (T5.2) and human-twin management (T5.3) report.

Early solution report

Periodic pilot report (T5.4).

Other (1)

Twin Connectivity

Specifications for communication and implementation of connectivity in legacy systems so that connection field-twin is enabled (T2.1).

Publications

Conference proceedings (9)

Digital Twins: Features, Models, And Services

Author(s): Andrea Matta, Giovanni Lugaresi
Published in: 2023 Winter Simulation Conference (WSC), 2024
Publisher: IEEE
DOI: 10.1109/WSC60868.2023.10407260

Common challenges for circular manufacturing industries in recycling

Author(s): Muhammad Ameer, Nicla Frigerio, Andrea Matta
Published in: Procedia CIRP, 2024, ISSN 2212-8271
Publisher: Elsevier
DOI: 10.1016/j.procir.2024.01.093

Green Gateways: a concept for decisions in Circular-Oriented Economies

Author(s): Nicla Frigerio, Barış Tan, Andrea Matta
Published in: Procedia CIRP, 2024, ISSN 2212-8271
Publisher: Elsevier
DOI: 10.1016/j.procir.2024.01.088

Inferring Missing Entity Identifiers from Context Using Event Knowledge Graphs

Author(s): Ava Swevels, Remco Dijkman, Dirk Fahland
Published in: Lecture Notes in Computer Science, Issue 14159, 2023
Publisher: Springer
DOI: 10.1007/978-3-031-41620-0_11

Why are my Pizzas late?

Author(s): Fahland, Dirk; Fournier, Fabiana; Limonad, Lior; Skarbovsky, Inna; Ava J.E., Swevels
Published in: 2nd International Workshop on Process Management in the AI era (PMAI2023), 2023
Publisher: CEUR
DOI: 10.5281/ZENODO.14258627

Automated Generation of Digital Models for Production Lines Through State Reconstruction

Author(s): Lulai Zhu, Giovanni Lugaresi, Andrea Matta
Published in: Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023, ISSN 2161-8070
Publisher: IEEE
DOI: 10.1109/CASE56687.2023.10260475

Lecture Notes in Business Information Processing

Author(s): Fabiana Fournier, Lior Limonad, Inna Skarbovsky
Published in: Business Process Management BPM 2024 International Workshops, 2024, ISSN 1865-1348
Publisher: Springer Verlag
DOI: 10.48550/ARXIV.2406.05506

Implementing Object-Centric Event Data Models in Event Knowledge Graphs

Author(s): Swevels, A., Fahland, D., Montali, M.
Published in: Lecture Notes in Business Information Processing, Issue 503, 2024
Publisher: Process Mining Workshops. ICPM 2023
DOI: 10.1007/978-3-031-56107-8_33

Digital twins: features, models, and services

Author(s): Andrea Matta and Giovanni Lugaresi
Published in: Proceedings of the Winter Simuation Conference, 2023, ISSN 1558-4305
Publisher: IEEE
DOI: 10.1109/wsc60868.2023.10407260

Peer reviewed articles (4)

Data-Driven Energy Modeling of Machining Centers Through Automata Learning

Author(s): Lestingi, Livia; FRIGERIO, NICLA; BERSANI, MARCELLO M.; MATTA, ANDREA; Rossi, Matteo
Published in: IEEE Transactions on Automation Science and Engineering, Issue 22, 2024, ISSN 1558-3783
Publisher: ΙΕΕΕ
DOI: 10.1109/TASE.2024.3430394

The WHY in business processes: Discovery of Causal Execution Dependencies

Author(s): Fournier, Fabiana; Limonad, Lior; Skarbovsky, Inna; David, Yuval
Published in: Künstliche Intelligenz, 2025, ISSN 0933-1875
Publisher: Springer Nature
DOI: 10.1007/S13218-024-00883-4

Production and changeover control of textile and PET recycling

Author(s): Elias El Achkar, Nicla Frigerio
Published in: Journal of Cleaner Production, Issue 474, 2024, ISSN 0959-6526
Publisher: Elsevier BV
DOI: 10.1016/J.JCLEPRO.2024.143609

The digital twin synchronization problem: Framework, formulations, and analysis

Author(s): Baris Tan and Andrea Matta
Published in: IISE Transactions, Issue 56, 2024, ISSN 2472-5854
Publisher: Taylor and Francis
DOI: 10.1080/24725854.2023.2253869