e-powerTrain prEdictive mAintenance using physics inforMed learnING

Project Information

TEAMING

Grant agreement ID: 101131278

DOI

10.3030/101131278

EC signature date 11 October 2023

Start date 1 January 2024

End date 31 December 2027

Funded under

• Marie Skłodowska-Curie Actions (MSCA)

Total cost

No data

EU contribution

€ 1 283 400,00

Coordinated by

COMMISSARIAT A L ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES
France

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 (3)

Multimodal sub-components database and backend description report (preliminary M18 & final M36)
Operational (MVP) project webpage and social media accounts
Defined LC inventories for major sub-assembly applications to benchmark impact of technology & enhancement of SoA through LCA

Data Management Plan (1)

Data Management Plan

Data Management Plan - initial version

Publications

Peer reviewed articles (8)

Battery digital twins from the bottom up: Molecular precision at system scale

Author(s): Qingbo Zhu, Changfu Zou
Published in: Matter, Issue 8, 2025, ISSN 2590-2385
Publisher: Elsevier BV
DOI: 10.1016/J.MATT.2025.102352

Listening to silent signals: Wireless internal sensing redefines battery safety intelligence

Author(s): Shengyu Tao, Changfu Zou
Published in: eTransportation, Issue 27, 2026, ISSN 2590-1168
Publisher: Elsevier BV
DOI: 10.1016/J.ETRAN.2025.100525

Optimised fuzzy control strategy applied to parallel hybrid electric vehicle

Author(s): Mariem Boujneh, Nesrine Majdoub, Taoufik Ladhari, Anis Sakly
Published in: Journal of Control and Decision, 2024, ISSN 2330-7706
Publisher: Informa UK Limited
DOI: 10.1080/23307706.2024.2403497

The role of machine-learning-enabled diagnostics in a circular battery economy

Author(s): Shengyu Tao, Xuan Zhang, Changfu Zou
Published in: Chem Circularity, 2026, ISSN 3051-2948
Publisher: Elsevier BV
DOI: 10.1016/J.CHECIR.2026.100005

A fast fixed-point solution framework for the P2D model of lithium-ion batteries

Author(s): Yang Li, Torsten Wik, Qingbo Zhu, Yicun Huang, Yao Cai, Changfu Zou
Published in: Journal of Power Sources, Issue 661, 2025, ISSN 0378-7753
Publisher: Elsevier BV
DOI: 10.1016/J.JPOWSOUR.2025.238591

Multi-frequency excitation enables one-second battery diagnostics across life cycle chain

Author(s): Shengyu Tao, Guannan He, Changfu Zou
Published in: Joule, Issue 9, 2025, ISSN 2542-4351
Publisher: Elsevier BV
DOI: 10.1016/J.JOULE.2025.102230

Smart sensing breaks the accuracy barrier in battery state monitoring

Author(s): Xiaolei Bian, Changfu Zou, Björn Fridholm, Christian Sundvall, Torsten Wik
Published in: Energy Storage Materials, Issue 80, 2025, ISSN 2405-8297
Publisher: Elsevier BV
DOI: 10.1016/J.ENSM.2025.104410

MINN: Learning the Dynamics of Differential-Algebraic Equations and Application to Battery Modeling

Author(s): Yicun Huang, Changfu Zou, Yang Li, Torsten Wik
Published in: IEEE Transactions on Pattern Analysis and Machine Intelligence, Issue 46, 2024, ISSN 0162-8828
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TPAMI.2024.3456475

Conference proceedings (4)

Ontology-driven Metrology Data Management for Wireless Charging, Battery Management and Predictive Maintenance in Electrical Vehicles

Author(s): İbrahim Arif, Tolga Baykal, Serhat Ege İnanç, S. Halit Ergün, Emre Dinçer, M. Enis Şen, Ali Serdar Atalay, Salih Ergün, Alper Kanak,
Published in: 2025 IEEE International Workshop on Metrology for Automotive (MetroAutomotive), 2025, ISBN 979-8-3315-0202-7
Publisher: IEEE

Model Predictive Cooling Control of Cylindrical Battery Cells Through Tab and Surface Channels

Author(s): Godwin K. Peprah, Torsten Wik, Yicun Huang, Faisal Altaf, Changfu Zou
Published in: 2025 American Control Conference (ACC), 2025, ISSN 2378-5861
Publisher: IEEE
DOI: 10.23919/ACC63710.2025.11107872

What About the Energy-Efficiency of Complementary Services Making a Fuel Cell Electrical Vehicle more Trustworthy and AI-Powered?

Author(s): Alper Kanak, Serhat Ege İnanç, Sercan Tanrıseven, İbrahim Arif, Cengiz Bektaş, Oguzhan Herkiloğlu, Ali Serdar Atalay, Salih Ergün
Published in: 2024 International Symposium ELMAR, 2024, ISSN 2835-3781
Publisher: IEEE
DOI: 10.1109/ELMAR62909.2024.10694222

Control-Oriented 2D Thermal Modelling of Cylindrical Battery Cells for Optimal Tab and Surface Cooling

Author(s): Godwin K. Peprah, Torsten Wik, Yicun Huang, Faisal Altaf, Changfu Zou
Published in: 2024 American Control Conference (ACC), 2024
Publisher: IEEE
DOI: 10.23919/ACC60939.2024.10644585