BATTERY MATERIAL CHARACTERISATION AND DIGITAL TWINS FOR CELL TO PACK PERFORMANCE IN AGILE MANUFACTURING PILOT LINES AND AUTOMOTIVE FIELD

Project Information

DigiCell

Grant agreement ID: 101135486

DOI

10.3030/101135486

EC signature date 24 November 2023

Start date 1 January 2024

End date 31 December 2026

Funded under

• Digital, Industry and Space

Total cost

€ 5 405 098,00

EU contribution

€ 5 405 098,00

Coordinated by

KEYSIGHT TECHNOLOGIES GMBH
Austria

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

Websites, patent fillings, videos etc. (2)

Audio-visual material and DigiCell animated video

Audio-visual material and DigiCell animated video (relating to Task 6.2).

Public project website

Establishing a DigiCell public website (relating to Task 6.1).

Data Management Plan (1)

Data Management Plan, F.A.I.R. data, AI platform, data security

Data Management Plan (DMP), F.A.I.R. data concept, establishing an AI platform, and data security issues addressed as stated in Task 1.1

Documents, reports (2)

IEC technical report on standardisation based on a list of KCCs summarized in a BDS, and circulation in IEC/TC 113

Report on the installation of a standardisation group for battery test, contribution to IEC/TC 113, and evaluation of pre-normative instruments including CENELEC workshop agreement (CWA) and IEC potential work item. Key Control Characteristics (KCC) measurement standards are developed for cell and pack testing, either as CENELEC CWA or an IEC PWI, with the lead of IEC/TC 113 (relating to Task 5.1 and 5.2).

Communication Toolkit containing key design elements (logo, colours, fonts), poster, presentations, leaflets, fact sheets, infographics

Communication Toolkit containing key design elements (logo, colours, fonts), poster, presentations, leaflets, fact sheets, infographics (relating to Task 6.1)

Publications

Peer reviewed articles (12)

A microstructure-resolved model of sodium-ion battery hard carbon electrodes

Author(s): Imelda Cardenas-Sierra, Francisco Fernandez, Martin Petit, Alejandro A. Franco
Published in: Journal of Power Sources, Issue 655, 2025, ISSN 0378-7753
Publisher: Elsevier BV
DOI: 10.1016/J.JPOWSOUR.2025.237878

Computers in Industry

Author(s): Pierluigi Del Nostro; Gerhard Goldbeck; Ferry Kienberger; Manuel Moertelmaier; Andrea Pozzi; Nawfal Al-Zubaidi-R-Smith; Daniele Toti
Published in: Computers in Industry, 2025, ISSN 0166-3615
Publisher: Elsevier
DOI: 10.1016/j.compind.2024.104203

Physics-Assisted Machine Learning for the Simulation of the Slurry Drying in the Manufacturing Process of Battery Electrodes: A Hybrid Time-Dependent VGG16-DEM Model

Author(s): Diego E. Galvez-Aranda, Francisco Fernandez, Alejandro A. Franco
Published in: ACS Applied Materials & Interfaces, Issue 17, 2025, ISSN 1944-8244
Publisher: American Chemical Society (ACS)
DOI: 10.1021/ACSAMI.4C23103

Surrogate Modeling of Lithium‐Ion Battery Electrode Manufacturing by Combining Physics‐Based Simulation and Deep Learning

Author(s): Utkarsh Vijay, Francisco Fernandez, Siwar Ben Hadj Ali, Mark Asch, Alejandro A. Franco
Published in: Batteries & Supercaps, 2025, ISSN 2566-6223
Publisher: Wiley
DOI: 10.1002/BATT.202500433

Electrochemical Scanning Microwave Microscopy Reveals Ion Intercalation Dynamics and Maps Active Sites in 2D Catalyst

Author(s): Mohamed Awadein, Abhishek Kumar, Yuqing Wang, Mingdong Dong, Stefan Müllegger, Georg Gramse
Published in: Small, Issue 21, 2025, ISSN 1613-6810
Publisher: Wiley
DOI: 10.1002/SMLL.202500043

Electrochemical Analysis of Carbon-Based Supercapacitors Using Finite Element Modeling and Impedance Spectroscopy

Author(s): Ahmad Azizpour, Niko Bagovic, Nikolaos Ploumis, Konstantinos Mylonas, Dorela Hoxha, Ferry Kienberger, Nawfal Al-Zubaidi-R-Smith, Georg Gramse
Published in: Energies, Issue 18, 2025, ISSN 1996-1073
Publisher: MDPI AG
DOI: 10.3390/EN18061450

Transfer learning assessment of small datasets relating manufacturing parameters with electrochemical energy cell component properties

Author(s): Fernandez, Francisco; Saravanan, Soorya; Omongos, Rashen Lou; Troncoso, Javier; Galvez-Aranda, Diego; Franco, Alejandro
Published in: npj Advanced Manufacturing, 2025, ISSN 3004-8621
Publisher: Springer Nature
DOI: 10.1038/S44334-025-00024-1

Battery testing ontology: An EMMO-based semantic framework for representing knowledge in battery testing and battery quality control

Author(s): Pierluigi Del Nostro, Gerhard Goldbeck, Ferry Kienberger, Manuel Moertelmaier, Andrea Pozzi, Nawfal Al-Zubaidi-R-Smith, Daniele Toti
Published in: Computers in Industry, Issue 164, 2024, ISSN 0166-3615
Publisher: Elsevier BV
DOI: 10.1016/J.COMPIND.2024.104203

Digital correlation analysis and optimization of microporous layer through a machine learning workflow for PEMFC applications

Author(s): Rashen Lou Omongos, Diego E. Galvez-Aranda, Francisco Fernandez, András Vernes, Alejandro A. Franco
Published in: Journal of Power Sources, Issue 652, 2025, ISSN 0378-7753
Publisher: Elsevier BV
DOI: 10.1016/J.JPOWSOUR.2025.237522

Quality Inspection of Battery Separators by Partial Discharge Spectroscopy

Author(s): Peeyush Kumar, Manuel Kasper, Ferry Kienberger, Georg Gramse
Published in: ChemElectroChem, Issue 11, 2024, ISSN 2196-0216
Publisher: Wiley
DOI: 10.1002/celc.202300797

Reconstruction of Electrochemical Impedance Spectroscopy from Time-Domain Pulses of a 3.7 kWh Lithium-Ion Battery Module

Author(s): Manuel Kasper, Manuel Moertelmaier, Hartmut Popp, Ferry Kienberger, Nawfal Al-Zubaidi R-Smith
Published in: Electrochem, Issue 6, 2025, ISSN 2673-3293
Publisher: MDPI AG
DOI: 10.3390/ELECTROCHEM6020017

3D Resolved Computational Modeling to Simulate the Electrolyte Wetting of a Lithium‐Ion Battery Cell with 18650 Format

Author(s): Emmanuel Yerumoh; Imelda Cardenas‐Sierra; Francisco Fernandez; Alejandro A. Franco
Published in: Batteries & Supercaps, 2025, ISSN 2566-6223
Publisher: Chemistry Europe
DOI: 10.26434/CHEMRXIV-2025-ZG1L5