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

Información del proyecto

AUTO-TWIN

Identificador del acuerdo de subvención: 101092021

DOI

10.3030/101092021

Fecha de la firma de la CE 11 Noviembre 2022

Fecha de inicio 1 Diciembre 2022

Fecha de finalización 30 Noviembre 2025

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 5 999 986,25

Aportación de la UE

€ 5 999 986,25

Coordinado por

POLITECNICO DI MILANO
Italy

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

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).

Publicaciones

Conference proceedings (9)

Digital Twins: Features, Models, And Services

Autores: Andrea Matta, Giovanni Lugaresi
Publicado en: 2023 Winter Simulation Conference (WSC), 2024
Editor: IEEE
DOI: 10.1109/WSC60868.2023.10407260

Common challenges for circular manufacturing industries in recycling

Autores: Muhammad Ameer, Nicla Frigerio, Andrea Matta
Publicado en: Procedia CIRP, 2024, ISSN 2212-8271
Editor: Elsevier
DOI: 10.1016/j.procir.2024.01.093

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

Autores: Nicla Frigerio, Barış Tan, Andrea Matta
Publicado en: Procedia CIRP, 2024, ISSN 2212-8271
Editor: Elsevier
DOI: 10.1016/j.procir.2024.01.088

Inferring Missing Entity Identifiers from Context Using Event Knowledge Graphs

Autores: Ava Swevels, Remco Dijkman, Dirk Fahland
Publicado en: Lecture Notes in Computer Science, Edición 14159, 2023
Editor: Springer
DOI: 10.1007/978-3-031-41620-0_11

Why are my Pizzas late?

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

Automated Generation of Digital Models for Production Lines Through State Reconstruction

Autores: Lulai Zhu, Giovanni Lugaresi, Andrea Matta
Publicado en: Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023, ISSN 2161-8070
Editor: IEEE
DOI: 10.1109/CASE56687.2023.10260475

Lecture Notes in Business Information Processing

Autores: Fabiana Fournier, Lior Limonad, Inna Skarbovsky
Publicado en: Business Process Management BPM 2024 International Workshops, 2024, ISSN 1865-1348
Editor: Springer Verlag
DOI: 10.48550/ARXIV.2406.05506

Implementing Object-Centric Event Data Models in Event Knowledge Graphs

Autores: Swevels, A., Fahland, D., Montali, M.
Publicado en: Lecture Notes in Business Information Processing, Edición 503, 2024
Editor: Process Mining Workshops. ICPM 2023
DOI: 10.1007/978-3-031-56107-8_33

Digital twins: features, models, and services

Autores: Andrea Matta and Giovanni Lugaresi
Publicado en: Proceedings of the Winter Simuation Conference, 2023, ISSN 1558-4305
Editor: IEEE
DOI: 10.1109/wsc60868.2023.10407260

Peer reviewed articles (4)

Data-Driven Energy Modeling of Machining Centers Through Automata Learning

Autores: Lestingi, Livia; FRIGERIO, NICLA; BERSANI, MARCELLO M.; MATTA, ANDREA; Rossi, Matteo
Publicado en: IEEE Transactions on Automation Science and Engineering, Edición 22, 2024, ISSN 1558-3783
Editor: ΙΕΕΕ
DOI: 10.1109/TASE.2024.3430394

The WHY in business processes: Discovery of Causal Execution Dependencies

Autores: Fournier, Fabiana; Limonad, Lior; Skarbovsky, Inna; David, Yuval
Publicado en: Künstliche Intelligenz, 2025, ISSN 0933-1875
Editor: Springer Nature
DOI: 10.1007/S13218-024-00883-4

Production and changeover control of textile and PET recycling

Autores: Elias El Achkar, Nicla Frigerio
Publicado en: Journal of Cleaner Production, Edición 474, 2024, ISSN 0959-6526
Editor: Elsevier BV
DOI: 10.1016/J.JCLEPRO.2024.143609

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

Autores: Baris Tan and Andrea Matta
Publicado en: IISE Transactions, Edición 56, 2024, ISSN 2472-5854
Editor: Taylor and Francis
DOI: 10.1080/24725854.2023.2253869