Advanced and Reusable Theory for the In Silico-optimization of composite electrode fabrication processes for rechargeable battery Technologies with Innovative Chemistries

Project Information

ARTISTIC

Grant agreement ID: 772873

DOI

10.3030/772873

Project closed

EC signature date 22 March 2018

Start date 1 April 2018

End date 30 September 2023

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost

€ 1 976 445,00

EU contribution

€ 1 976 445,00

Coordinated by

CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
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 .

Publications

Peer reviewed articles (71)

Quantitatively Designing Porous Copper Current Collectors for Lithium Metal Anode

Author(s): Lu, Bingyu; Olivera, Edgar; Scharf, Jonathan; Chouchane, Mehdi; Fang, Chengcheng; Ceja, Miguel; Pangilinan, Lisa; Zheng, Shiqi; Dawson, Andrew; Cheng, Diyi; Bao, Wurigumula; Arcelus, Oier; Franco, Alejandro A.; Li, Xiaochun; Tolbert, Sarah H.; Meng, Ying Shirley
Published in: ACS Applied Energy Materials, 2021, ISSN 2574-0962
Publisher: ACS
DOI: 10.1021/acsaem.1c00438

Impact of the manufacturing process on graphite blend electrodes with silicon nanoparticles for lithium-ion batteries

Author(s): Diana Zapata Dominguez; Brinti Mondal; Miran Gaberscek; Mathieu Morcrette; Alejandro A. Franco
Published in: Journal of Power Sources, 2023, ISSN 0378-7753
Publisher: Elsevier BV
DOI: 10.1016/j.jpowsour.2023.233367

Three Dimensional Physical Modeling of the Wet Manufacturing Process of Solid State Battery Electrodes

Author(s): Mohammed Alabdali; Franco Zanotto; Marc Duquesnoy; Virginie Viallet; Vincent Seznec; Alejandro A. Franco
Published in: Journal of Power Sources, 2023, ISSN 0378-7753
Publisher: Elsevier BV
DOI: 10.1016/j.jpowsour.2023.233427

Electrochemistry Visualization Tool to Support the Electrochemical Analysis of Batteries

Author(s): Matheus Leal de Souza; Marc Duquesnoy; Mathieu Morcrette; Alejandro A. Franco
Published in: Batteries & Supercaps, 2023, ISSN 2566-6223
Publisher: Wiley
DOI: 10.1002/batt.202200378

Escape from flatland

Author(s): Alejandro A. Franco
Published in: Nature Machine Intelligence, 2021, ISSN 2522-5839
Publisher: Springer Nature
DOI: 10.1038/s42256-021-00334-x

Entering the Augmented Era: Immersive and Interactive Virtual Reality for Battery Education and Research**

Author(s): Alejandro A. Franco, Jean‐Noël Chotard, Emilie Loup‐Escande, Yinghui Yin, Ruijie Zhao, Alexis Rucci, Alain C. Ngandjong, Simon Herbulot, Benjamin Beye, Jan Ciger, Romain Lelong
Published in: Batteries & Supercaps, Issue 3/11, 2020, Page(s) 1147-1164, ISSN 2566-6223
Publisher: Wiley
DOI: 10.1002/batt.202000120

4D-resolved physical model for Electrochemical Impedance Spectroscopy of Li(Ni1-x-yMnxCoy)O2-based cathodes in symmetric cells: Consequences in tortuosity calculations

Author(s): Abbos Shodiev, Emiliano N. Primo, Mehdi Chouchane, Teo Lombardo, Alain C. Ngandjong, Alexis Rucci, Alejandro A. Franco
Published in: Journal of Power Sources, Issue 454, 2020, Page(s) 227871, ISSN 0378-7753
Publisher: Elsevier BV
DOI: 10.1016/j.jpowsour.2020.227871

Cover Feature: Entering the Augmented Era: Immersive and Interactive Virtual Reality for Battery Education and Research (Batteries & Supercaps 11/2020)

Author(s): Alejandro A. Franco, Jean‐Noël Chotard, Emilie Loup‐Escande, Yinghui Yin, Ruijie Zhao, Alexis Rucci, Alain C. Ngandjong, Simon Herbulot, Benjamin Beye, Jan Ciger, Romain Lelong
Published in: Batteries & Supercaps, Issue 3/11, 2020, Page(s) 1121-1121, ISSN 2566-6223
Publisher: Wiley
DOI: 10.1002/batt.202000233

Front Cover: What Can Text Mining Tell Us About Lithium-Ion Battery Researchers’ Habits? (Batteries & Supercaps 5/2021)

Author(s): Hassna El-Bousiydy, Teo Lombardo, Emiliano N. Primo, Marc Duquesnoy, Mathieu Morcrette, Patrik Johansson, Patrice Simon, Alexis Grimaud, Alejandro A. Franco
Published in: Batteries & Supercaps, 2021, ISSN 2566-6223
Publisher: Wiley
DOI: 10.1002/batt.202100077

Insight on electrolyte infiltration of lithium ion battery electrodes by means of a new three-dimensional-resolved lattice Boltzmann model

Author(s): Abbos Shodiev; Abbos Shodiev; Emiliano N. Primo; Emiliano N. Primo; Oier Arcelus; Oier Arcelus; Mehdi Chouchane; Mehdi Chouchane; Markus Osenberg; André Hilger; Ingo Manke; Jianlin Li; Alejandro A. Franco
Published in: Energy Storage Materials, 2021, ISSN 2405-8297
Publisher: Elsevier
DOI: 10.1016/j.ensm.2021.02.029

Calendering of Li(Ni0.33Mn0.33Co0.33)O2‐based cathodes: analyzing the link between process parameters and electrode properties by advanced statistics

Author(s): Emiliano N. Primo; Emiliano N. Primo; Matthieu Touzin; Alejandro A. Franco
Published in: Batteries & Supercaps, 2021, ISSN 2566-6223
Publisher: Wiley
DOI: 10.1002/batt.202000324

Cover Feature: About the Consideration of the Inactive Materials and the Meshing Procedures in Computational Models of Lithium Ion Battery Electrodes (ChemElectroChem 21/2022)

Author(s): Mehdi Chouchane, Alejandro A. Franco
Published in: ChemElectroChem, 2022, ISSN 2196-0216
Publisher: Wiley
DOI: 10.1002/celc.202200995

Machine learning-assisted multi-objective optimization of battery manufacturing from synthetic data generated by physics-based simulations

Author(s): Marc Duquesnoy; Chaoyue Liu; Diana Zapata Dominguez; Vishank Kumar; Elixabete Ayerbe; Alejandro A. Franco
Published in: Energy Storage Materials, 2023, ISSN 2405-8297
Publisher: Elsevier
DOI: 10.1016/j.ensm.2022.12.040

The ARTISTIC Online Calculator: Exploring the Impact of Lithium‐Ion Battery Electrode Manufacturing Parameters Interactively Through Your Browser

Author(s): Teo Lombardo; Fernando Caro; Alain C. Ngandjong; Jean‐Baptiste Hoock; Marc Duquesnoy; Jean Charles Delepine; Adrien Ponchelet; Sylvain Doison; Alejandro A. Franco
Published in: Batteries & Supercaps, 2022, ISSN 2566-6223
Publisher: Wiley
DOI: 10.1002/batt.202100324

Optimization of the microstructure of carbon felt electrodes by applying the lattice Boltzmann method and Bayesian optimizer

Author(s): Jia Yu; Marc Duquesnoy; Chaoyue Liu; Alejandro A. Franco
Published in: Journal of Power Sources, 2023, ISSN 0378-7753
Publisher: Elsevier BV
DOI: 10.1016/j.jpowsour.2023.233182

Pore size distribution of carbon black: An approach from a coarse-grained potential

Author(s): Patricio Velez, Guillermina L. Luque, Daniel E. Barraco, Alejandro A. Franco, Ezequiel P.M. Leiva
Published in: Computational Materials Science, 2022, ISSN 0927-0256
Publisher: Elsevier BV
DOI: 10.1016/j.commatsci.2022.111409

Heterogeneous Solid-Electrolyte Interphase in Graphite Electrodes Assessed by 4D-Resolved Computational Simulations

Author(s): Mehdi Chouchane; Mehdi Chouchane; Oier Arcelus; Oier Arcelus; Alejandro A. Franco
Published in: Batteries & Supercaps, 2021, ISSN 2566-6223
Publisher: Wiley
DOI: 10.1002/batt.202100030

Coupling of multiscale imaging analysis and computational modeling for understanding thick cathode degradation mechanisms

Author(s): Minghao Zhang; Mehdi Chouchane; Ali Shojaee; Bartlomiej Winiarski; Zhao Liu; Letian Li; Rengarajan Pelapur; Abbos Shodiev; Weiliang Yao; Jean-Marie Doux; Shen Wang; Yixuan Li; Chaoyue Liu; Herman Lemmens; Alejandro A. Franco; Ying Shirley Meng
Published in: Joule, 2022, ISSN 2542-4351
Publisher: Cell Press
DOI: 10.1016/j.joule.2022.12.001

Fabrication of High-Quality Thin Solid-State Electrolyte Films Assisted by Machine Learning

Author(s): Yu-Ting Chen; Marc Duquesnoy; Marc Duquesnoy; Darren H. S. Tan; Jean-Marie Doux; Hedi Yang; Grayson Deysher; Phillip Ridley; Alejandro A. Franco; Ying Shirley Meng; Zheng Chen
Published in: ACS Energy Letters, 2021, ISSN 2380-8195
Publisher: ACS
DOI: 10.1021/acsenergylett.1c00332

Toward High-Performance Energy and Power Battery Cells with Machine Learning-based Optimization of Electrode Manufacturing

Author(s): Duquesnoy, Marc; Liu, Chaoyue; Kumar, Vishank; Ayerbe, Elixabete; Franco, Alejandro A.
Published in: Journal of Power Sources, 2023, ISSN 0378-7753
Publisher: Elsevier BV
DOI: 10.1016/j.jpowsour.2023.233674

About the Consideration of the Inactive Materials and the Meshing Procedures in Computational Models of Lithium Ion Battery Electrodes

Author(s): Mehdi Chouchane; Alejandro A. Franco
Published in: ChemElectroChem, 2022, ISSN 2196-0216
Publisher: Wiley
DOI: 10.1002/celc.202200692

What Can Text Mining Tell Us About Lithium-Ion Battery Researchers’ Habits?

Author(s): Hassna El-Bousiydy; Hassna El-Bousiydy; Teo Lombardo; Teo Lombardo; Emiliano N. Primo; Emiliano N. Primo; Marc Duquesnoy; Marc Duquesnoy; Mathieu Morcrette; Mathieu Morcrette; Patrik Johansson; Patrik Johansson; Patrice Simon; Alexis Grimaud; Alejandro A. Franco
Published in: Batteries & Supercaps, 2021, ISSN 2566-6223
Publisher: Wiley
DOI: 10.1002/batt.202000288

Cover Profile: What Can Text Mining Tell Us About Lithium-Ion Battery Researchers’ Habits?

Author(s): Hassna El-Bousiydy, Teo Lombardo, Emiliano N. Primo, Marc Duquesnoy, Mathieu Morcrette, Patrik Johansson, Patrice Simon, Alexis Grimaud, Alejandro A. Franco
Published in: Batteries & Supercaps, 2021, ISSN 2566-6223
Publisher: Wiley
DOI: 10.1002/batt.202100076

Artificial Intelligence Applied to Battery Research: Hype or Reality?

Author(s): Teo Lombardo; Marc Duquesnoy; Marc Duquesnoy; Hassna El-Bouysidy; Hassna El-Bouysidy; Hassna El-Bouysidy; Fabian Årén; A. Gallo-Bueno; Peter Bjørn Jørgensen; Peter Bjørn Jørgensen; Arghya Bhowmik; Arghya Bhowmik; Arnaud Demortière; Arnaud Demortière; Elixabete Ayerbe; Francisco Alcaide; Marine Reynaud; Javier Carrasco; Alexis Grimaud; Chao Zhang; Chao Zhang; Tejs Vegge; Tejs Vegge; Patrik
Published in: Chemical Reviews, 2022, ISSN 1520-6890
Publisher: ACS
DOI: 10.1021/acs.chemrev.1c00108

Cover Feature: An Invitation to Engage with Computational Modeling: User-Friendly Tool for In Silico Battery Component Generation and Meshing (Batteries & Supercaps 9/2021)

Author(s): Mehdi Chouchane, Alejandro A. Franco
Published in: Batteries & Supercaps, 2021, ISSN 2566-6223
Publisher: Wiley
DOI: 10.1002/batt.202100202

Probing and Interpreting the Porosity and Tortuosity Evolution of Li-O2 Cathodes on Discharge through a Combined Experimental and Theoretical Approach

Author(s): Amangeldi Torayev; Amangeldi Torayev; Amangeldi Torayev; Simon Engelke; Zeliang Su; Zeliang Su; Lauren E. Marbella; Lauren E. Marbella; Vincent De Andrade; Arnaud Demortière; Arnaud Demortière; Pieter C. M. M. Magusin; Pieter C. M. M. Magusin; Céline Merlet; Céline Merlet; Alejandro A. Franco; Clare P. Grey; Clare P. Grey
Published in: Journal of Physical Chemistry C, 2021, ISSN 1932-7455
Publisher: ACS
DOI: 10.1021/acs.jpcc.0c10417

Towards a 3D-resolved model of Si/Graphite composite electrodes from manufacturing simulations

Author(s): Chaoyue Liu; Chaoyue Liu; Oier Arcelus; Oier Arcelus; Teo Lombardo; Teo Lombardo; Hassan Oularbi; Hassan Oularbi; Alejandro A. Franco
Published in: Journal of Power Sources, 2021, ISSN 0378-7753
Publisher: Elsevier BV
DOI: 10.1016/j.jpowsour.2021.230486

Binder‐Free Cnt Cathodes for Li‐O₂ Batteries with More Than One Life

Author(s): Zeliang Su; Israel Temprano; Nicolas Folastre; Victor Vanpeene; Julie Villanova; Gregory Gachot; Elena V. Shevchenko; Clare P. Grey; Alejandro A. Franco; Arnaud Demortière
Published in: Small, 2023, ISSN 1613-6829
Publisher: Wiley
DOI: 10.1002/smtd.202300452

Digitalization of Battery Manufacturing: Current Status, Challenges, and Opportunities

Author(s): Elixabete Ayerbe; Maitane Berecibar; Simon Clark; Alejandro A. Franco; Janna Ruhland
Published in: Advanced Energy Materials, 2021, ISSN 1614-6840
Publisher: Wiley
DOI: 10.1002/aenm.202102696

Data Specifications for Battery Manufacturing Digitalization: Current Status, Challenges, and Opportunities

Author(s): Franco M. Zanotto; Diana Zapata Dominguez; Elixabete Ayerbe; Iker Boyano; Christine Burmeister; Marc Duquesnoy; Marlene Eisentraeger; Jonathan Florez Montaño; Alfonso Gallo-Bueno; Lukas Gold; Florian Hall; Nicolaj Kaden; Bernhard Muerkens; Laida Otaegui; Yvan Reynier; Simon Stier; Matthias Thomitzek; Artem Turetskyy; Nicolas Vallin; Jacob Wessel; Xukuan Xu; Jeyhun Abbasov; Alejandro A. Franco
Published in: Batteries & Supercaps, 2022, ISSN 2566-6223
Publisher: Wiley
DOI: 10.1002/batt.202200224

Machine learning 3D-resolved prediction of electrolyte infiltration in battery porous electrodes

Author(s): Abbos Shodiev; Abbos Shodiev; Marc Duquesnoy; Marc Duquesnoy; Oier Arcelus; Oier Arcelus; Mehdi Chouchane; Mehdi Chouchane; Jianlin Li; Alejandro A. Franco
Published in: Journal of Power Sources, 2021, ISSN 0378-7753
Publisher: Elsevier BV
DOI: 10.1016/j.jpowsour.2021.230384

Computational Model for Predicting Particle Fracture During Electrode Calendering

Author(s): Jiahui Xu; Brayan Paredes‐Goyes; Zeliang Su; Mario Scheel; Timm Weitkamp; Arnaud Demortière; Alejandro A. Franco
Published in: Batteries & Supercaps, 2023, ISSN 2566-6223
Publisher: Wiley
DOI: 10.1002/batt.202300371

Functional data-driven framework for fast forecasting of electrode slurry rheology simulated by molecular dynamics

Author(s): Marc Duquesnoy; Teo Lombardo; Fernando Caro; Florent Haudiquez; Alain C. Ngandjong; Jiahui Xu; Hassan Oularbi; Alejandro A. Franco
Published in: npj Computational Materials, 2022, ISSN 2057-3960
Publisher: Springer Nature
DOI: 10.1038/s41524-022-00819-2

An Invitation to Engage with Computational Modeling: User-Friendly Tool for In Silico Battery Component Generation and Meshing

Author(s): Mehdi Chouchane; Mehdi Chouchane; Alejandro A. Franco
Published in: Batteries & Supercaps, 2021, ISSN 2566-6223
Publisher: Wiley
DOI: 10.1002/batt.202100096

Machine learning for optimal electrode wettability in lithium ion batteries

Author(s): Amina El Malki; Mark Asch; Oier Arcelus; Abbos Shodiev; Jia Yu; Alejandro A. Franco
Published in: Journal of Power Sources Advances, 2023, ISSN 2666-2485
Publisher: Elsevier
DOI: 10.1016/j.powera.2023.100114

LIBAC: An Annotated Corpus for Automated “Reading” of the Lithium-Ion Battery Research Literature

Author(s): Hassna El-Bousiydy; Javier F. Troncoso; Patrik Johansson; Alejandro A. Franco
Published in: Chemistry of Materials, 2023, ISSN 1520-5002
Publisher: ACS
DOI: 10.1021/acs.chemmater.2c01356

Combining Virtual Reality with Mixed Reality for Efficient Training in Battery Manufacturing

Author(s): Lucie Denisart; Diana Zapata-Dominguez; Xavier David; Aubin Leclere; Romain Lelong; Chaoyue Liu; Jiahui Xu; Emilie Loup-Escande; Alejandro A. Franco
Published in: Batteries & Supercaps, 2023, ISSN 2566-6223
Publisher: Wiley
DOI: 10.1002/batt.202300268

Artificial Intelligence in Electrochemical Energy Storage

Author(s): Alejandro A. Franco, Amanda S. Barnard
Published in: Batteries & Supercaps, 2022, ISSN 2566-6223
Publisher: Wiley
DOI: 10.1002/batt.202200149

Machine learning-based assessment of the impact of the manufacturing process on battery electrode heterogeneity

Author(s): Marc Duquesnoy; Marc Duquesnoy; Iker Boyano; Larraitz Ganborena; Pablo Cereijo; Elixabete Ayerbe; Alejandro A. Franco
Published in: Energy and AI, 2021, ISSN 2666-5468
Publisher: Elsevier
DOI: 10.1016/j.egyai.2021.100090

Cover Feature: Computational Model for Predicting Particle Fracture During Electrode Calendering (Batteries & Supercaps 12/2023)

Author(s): Jiahui Xu, Brayan Paredes-Goyes, Zeliang Su, Mario Scheel, Timm Weitkamp, Arnaud Demortiere, Alejandro A. Franco
Published in: Batteries & Supercaps, 2023, ISSN 2566-6223
Publisher: Wiley
DOI: 10.1002/batt.202300525

Deconvoluting the Impacts of the Active Material Skeleton and the Inactive Phase Morphology on the Performance of Lithium Ion Battery Electrodes

Author(s): Mehdi Chouchane; Alejandro A. Franco
Published in: Energy Storage Materials, 2022, ISSN 2405-8297
Publisher: Elsevier
DOI: 10.1016/j.ensm.2022.02.016

Experimentally Validated Three-Dimensional Modeling of Organic-Based Sodium-Ion Battery Electrode Manufacturing

Author(s): Teo Lombardo; Fanny Lambert; Roberto Russo; Franco M. Zanotto; Christine Frayret; Gwenaelle Toussaint; Philippe Stevens; Matthieu Becuwe; Alejandro A. Franco
Published in: Batteries & Supercaps, 2022, ISSN 2566-6223
Publisher: Wiley
DOI: 10.1002/batt.202200116

Data-driven assessment of electrode calendering process by combining experimental results, in silico mesostructures generation and machine learning

Author(s): Marc Duquesnoy, Teo Lombardo, Mehdi Chouchane, Emiliano N. Primo, Alejandro A. Franco
Published in: Journal of Power Sources, Issue Volume 480, 2020, Page(s) 229103, ISSN 0378-7753
Publisher: Elsevier BV
DOI: 10.1016/j.jpowsour.2020.229103

Lithium ion battery electrode manufacturing model accounting for 3D realistic shapes of active material particles

Author(s): Jiahui Xu; Alain C. Ngandjong; Chaoyue Liu; Franco M. Zanotto; Oier Arcelus; Arnaud Demortière; Alejandro A. Franco
Published in: Journal of Power Sources, 2023, ISSN 0378-7753
Publisher: Elsevier BV
DOI: 10.1016/j.jpowsour.2022.232294

Understanding the calendering processability of Li(Ni0.33Mn0.33Co0.33)O2-based cathodes

Author(s): Emiliano N. Primo; Mehdi Chouchane; Matthieu Touzin; Patricia Vázquez; Alejandro A. Franco
Published in: Journal of Power Sources, 2021, ISSN 0378-7753
Publisher: Elsevier BV
DOI: 10.1016/j.jpowsour.2020.229361

Modeling the 4D discharge of lithium-ion batteries with a multiscale time-dependent deep learning framework

Author(s): Agnese Marcato, Javier E. Santos, Chaoyue Liu, Gianluca Boccardo, Daniele Marchisio, Alejandro A. Franco
Published in: Energy Storage Materials, 2023, ISSN 2405-8297
Publisher: Elsevier
DOI: 10.1016/j.ensm.2023.102927

A Versatile and Efficient Voxelization-Based Meshing Algorithm of Multiple Phases

Author(s): Mehdi Chouchane, Alexis Rucci, Alejandro A. Franco
Published in: ACS Omega, Issue 4/6, 2019, Page(s) 11141-11144, ISSN 2470-1343
Publisher: ACS
DOI: 10.1021/acsomega.9b01279

Boosting Rechargeable Batteries R&D by Multiscale Modeling: Myth or Reality?

Author(s): Alejandro A. Franco, Alexis Rucci, Daniel Brandell, Christine Frayret, Miran Gaberscek, Piotr Jankowski, Patrik Johansson
Published in: Chemical Reviews, Issue 119/7, 2019, Page(s) 4569-4627, ISSN 0009-2665
Publisher: American Chemical Society
DOI: 10.1021/acs.chemrev.8b00239

Tracking variabilities in the simulation of Lithium Ion Battery electrode fabrication and its impact on electrochemical performance

Author(s): Alexis Rucci, Alain C. Ngandjong, Emiliano N. Primo, Mariem Maiza, Alejandro A. Franco
Published in: Electrochimica Acta, Issue 312, 2019, Page(s) 168-178, ISSN 0013-4686
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.electacta.2019.04.110

Lithium ion battery electrodes predicted from manufacturing simulations: Assessing the impact of the carbon-binder spatial location on the electrochemical performance

Author(s): Mehdi Chouchane, Alexis Rucci, Teo Lombardo, Alain C. Ngandjong, Alejandro A. Franco
Published in: Journal of Power Sources, Issue 444, 2019, Page(s) 227285, ISSN 0378-7753
Publisher: Elsevier BV
DOI: 10.1016/j.jpowsour.2019.227285

Artificial Intelligence Investigation of NMC Cathode Manufacturing Parameters Interdependencies

Author(s): Ricardo Pinto Cunha, Teo Lombardo, Emiliano N. Primo, Alejandro A. Franco
Published in: Batteries & Supercaps, Issue In press (early view), 2019, Page(s) In press (early view), ISSN 2566-6223
Publisher: Wiley VCH
DOI: 10.1002/batt.201900135

Text mining assisted review of the literature on Li-O 2 batteries

Author(s): Amangeldi Torayev, Pieter C M M Magusin, Clare P Grey, Céline Merlet, Alejandro A Franco
Published in: Journal of Physics: Materials, Issue 2/4, 2019, Page(s) 044004, ISSN 2515-7639
Publisher: IOP
DOI: 10.1088/2515-7639/ab3611

Importance of Incorporating Explicit 3D-Resolved Electrode Mesostructures in Li–O 2 Battery Models

Author(s): Amangeldi Torayev, Pieter C. M. M. Magusin, Clare P. Grey, Céline Merlet, Alejandro A. Franco
Published in: ACS Applied Energy Materials, Issue 1/11, 2018, Page(s) 6433-6441, ISSN 2574-0962
Publisher: ACS
DOI: 10.1021/acsaem.8b01392

Carbon-Binder Migration: A Three-Dimensional Drying Model for Lithium-ion Battery Electrodes

Author(s): Teo Lombardo; Teo Lombardo; Alain C. Ngandjong; Alain C. Ngandjong; Amal Belhcen; Amal Belhcen; Alejandro A. Franco
Published in: Energy Storage Materials, 2021, ISSN 2405-8297
Publisher: Elsevier
DOI: 10.1016/j.ensm.2021.09.015

Cover Feature: The ARTISTIC Online Calculator: Exploring the Impact of Lithium-Ion Battery Electrode Manufacturing Parameters Interactively Through Your Browser (Batteries & Supercaps 3/2022)

Author(s): Teo Lombardo, Fernando Caro, Alain C. Ngandjong, Jean-Baptiste Hoock, Marc Duquesnoy, Jean Charles Delepine, Adrien Ponchelet, Sylvain Doison, Alejandro A. Franco
Published in: Batteries & Supercaps, 2022, ISSN 2566-6223
Publisher: Wiley
DOI: 10.1002/batt.202200065

Investigating electrode calendering and its impact on electrochemical performance by means of a new discrete element method model: Towards a digital twin of Li-Ion battery manufacturing

Author(s): Alain C. Ngandjong, Teo Lombardo, Emiliano N.Primo, Mehdi Chouchane, Abbos Shodiev, Oier Arcelus, Alejandro A. Franco
Published in: Journal of Power Sources, 2021, ISSN 0378-7753
Publisher: Elsevier BV
DOI: 10.1016/j.jpowsour.2020.229320

From Battery Manufacturing to Smart Grids: Towards a Metaverse for the Energy Sciences

Author(s): Alejandro A. Franco; Emilie Loup‐Escande; Goran Loiseaux; Jean‐Noël Chotard; Diana Zapata‐Dominguez; Jan Ciger; Aubin Leclere; Lucie Denisart; Romain Lelong
Published in: Batteries & Supercaps, 2022, ISSN 2566-6223
Publisher: Wiley
DOI: 10.1002/batt.202200369

Cover Feature: Artificial Intelligence Investigation of NMC Cathode Manufacturing Parameters Interdependencies (Batteries & Supercaps 1/2020)

Author(s): Ricardo Pinto Cunha, Teo Lombardo, Emiliano N. Primo, Alejandro A. Franco
Published in: Batteries & Supercaps, Issue 3/1, 2019, Page(s) 2-2, ISSN 2566-6223
Publisher: Wiley
DOI: 10.1002/batt.201900208

How Machine Learning Will Revolutionize Electrochemical Sciences.

Author(s): Aashutosh Mistry; Alejandro A. Franco; Samuel J. Cooper; Scott A. Roberts; Venkatasubramanian Viswanathan
Published in: ACS Energy Letters, 2021, ISSN 2380-8195
Publisher: ACS
DOI: 10.1021/acsenergylett.1c00194

Cover Profile: From Battery Manufacturing to Smart Grids: Towards a Metaverse for the Energy Sciences

Author(s): Alejandro A. Franco, Emilie Loup-Escande, Goran Loiseaux, Jean-Noël Chotard, Diana Zapata-Dominguez, Jan Ciger, Aubin Leclere, Lucie Denisar, Romain Lelong
Published in: Batteries & Supercaps, 2022, ISSN 2566-6223
Publisher: Wiley
DOI: 10.1002/batt.202200538

Towards autonomous high-throughput multiscale modelling of battery interfaces

Author(s): Zeyu Deng; Vipin Kumar; Felix T. Bölle; Fernando Caro; Alejandro A. Franco; Ivano E. Castelli; Pieremanuele Canepa; Zhi Wei Seh
Published in: Energy & Environmental Science, 2021, ISSN 1754-5706
Publisher: RSC
DOI: 10.1039/d1ee02324a

An experimentally-validated 3D electrochemical model revealing electrode manufacturing parameters’ effects on battery performance

Author(s): Chaoyue Liu; Teo Lombardo; Jiahui Xu; Alain C. Ngandjong; Alejandro A. Franco
Published in: Energy Storage Materials, 2023, ISSN 2405-8297
Publisher: Elsevier
DOI: 10.1016/j.ensm.2022.10.035

Perspectives on manufacturing simulations of Li-S battery cathodes

Author(s): Oier Arcelus; Alejandro A Franco
Published in: Journal of Physics: Energy, 2022, ISSN 2515-7655
Publisher: IOP SCIENCE
DOI: 10.1088/2515-7655/ac4ac3

Mesoscale Effects in the Extraction of the Solid-State Lithium Diffusion Coefficient Values of Battery Active Materials: Physical Insights from 3D Modeling

Author(s): Mehdi Chouchane, Emiliano N. Primo, Alejandro A. Franco
Published in: The Journal of Physical Chemistry Letters, Issue 11/7, 2020, Page(s) 2775-2780, ISSN 1948-7185
Publisher: American Chemical Society
DOI: 10.1021/acs.jpclett.0c00517

Deconvoluting the benefits of porosity distribution in layered electrodes on the electrochemical performance of Li-ion batteries

Author(s): Abbos Shodiev; Mehdi Chouchane; Miran Gaberscek; Oier Arcelus; Jiahui Xu; Hassan Oularbi; Jia Yu; Jianlin Li; Mathieu Morcrette; Alejandro A. Franco
Published in: Energy Storage Materials, 2022, ISSN 2405-8297
Publisher: Elsevier
DOI: 10.1016/j.ensm.2022.01.058

Innovative Computer Games for Battery Education and Research

Author(s): Vera Koester, Alejandro A. Franco
Published in: ChemViews, Issue 4 August 2020, 2020, ISSN 2190-3735
Publisher: Chemistry Views
DOI: 10.1002/chemv.202000069

Rechargeable Batteries of the Future—The State of the Art from a BATTERY 2030+ Perspective

Author(s): Maximilian Fichtner; Kristina Edström; Elixabete Ayerbe; Maitane Berecibar; Arghya Bhowmik; Ivano E. Castelli; Simon Clark; Robert Dominko; Merve Erakca; Alejandro A. Franco; Alexis Grimaud; Birger Horstmann; Arnulf Latz; Henning Lorrmann; Marcel Meeus; Rekha Narayan; Frank Pammer; Janna Ruhland; Helge Stein; Tejs Vegge; Marcel Weil
Published in: Advanced Energy Materials, 2022, ISSN 1614-6840
Publisher: Wiley VCH
DOI: 10.1002/aenm.202102904

Designing electrode architectures to facilitate electrolyte infiltration for lithium-ion batteries

Author(s): Abbos Shodiev; Franco M. Zanotto; Jia Yu; Mehdi Chouchane; Jianlin Li; Alejandro A. Franco
Published in: Energy Storage Materials, 2022, ISSN 2405-8297
Publisher: Elsevier
DOI: 10.1016/j.ensm.2022.03.049

Accelerated Optimization Methods for Force‐Field Parametrization in Battery Electrode Manufacturing Modeling

Author(s): Teo Lombardo, Jean‐Baptiste Hoock, Emiliano N. Primo, Alain C. Ngandjong, Marc Duquesnoy, Alejandro A. Franco
Published in: Batteries & Supercaps, Issue 3/8, 2020, Page(s) 721-730, ISSN 2566-6223
Publisher: Wiley
DOI: 10.1002/batt.202000049

Mesoscopic Model of Extrusion during Solvent-Free Li-Ion Battery Electrode Manufacturing

Author(s): Brayan Paredes-Goyes; Franco Zanotto; Victor Boudeville; Sylvie Grugeon; Loic Dupont; Alejandro A. Franco
Published in: Batteries & Supercaps, 2023, ISSN 2566-6223
Publisher: Wiley
DOI: 10.1002/batt.202300441

Bridging nano- and microscale X-ray tomography for battery research by leveraging artificial intelligence

Author(s): Jonathan Scharf; Mehdi Chouchane; Donal P. Finegan; Bingyu Lu; Christopher Redquest; Min-cheol Kim; Weiliang Yao; Alejandro A. Franco; Dan Gostovic; Zhao Liu; Mark Riccio; František Zelenka; Jean-Marie Doux; Ying Shirley Meng
Published in: Nature Nanotechnology, 2022, ISSN 1748-3395
Publisher: Springer Nature
DOI: 10.1038/s41565-022-01081-9

Other (23)

Accelerating Battery Manufacturing Optimization by Combining Experiments, In Silico Electrodes Generation and Machine Learning

Author(s): Marc Duquesnoy ,Teo Lombardo ,Mehdi Chouchane ,Emiliano Primo ,Alejandro A. Franco
Published in: ChemRxiv (preprint), 2020
Publisher: ChemRxiv
DOI: 10.26434/chemrxiv.12473501.v2

Deconvoluting the Impacts of the Active Material Skeleton and the Inactive Phase Morphology on the Performance of Lithium Ion Battery Electrodes

Author(s): Mehdi Chouchane, Alejandro A. Franco
Published in: ChemRxiv (preprint), 2021
Publisher: ChemRxiv
DOI: 10.26434/chemrxiv-2021-g54hd

ARTISTIC Project - Online Calculator - Battery Manufacturing Simulations

Author(s): Teo Lombardo, Fernando Caro, Alain C. Ngandjong, Jean-Baptiste Hoock, Marc Duquesnoy, Jean-Charles Delepine, Adrien Ponchelet, Sylvain Doison, Alejandro A. Franco
Published in: Zenodo (repository), 2021
Publisher: Zenodo
DOI: 10.5281/zenodo.5956127

Investigating Electrode Calendering and its Impact on Electrochemical Performance by Means of a New Discrete Element Method Model: Towards a Digital Twin of Li-Ion Battery Manufacturing

Author(s): Alain C. Ngandjong; Alain C. Ngandjong; Teo Lombardo; Teo Lombardo; Emiliano N. Primo; Emiliano N. Primo; Mehdi Chouchane; Mehdi Chouchane; Abbos Shodiev; Abbos Shodiev; Oier Arcelus; Oier Arcelus; Alejandro A. Franco
Published in: ChemRxiv (Preprint), 2020
Publisher: ChemRxiv
DOI: 10.26434/chemrxiv.12733064.v1

Understanding the processability of graphite blend electrodes with silicon nanoparticles

Author(s): Diana Zapata Dominguez, Alejandro A. Franco
Published in: ChemRxiv (preprint), 2022
Publisher: ChemRxiv
DOI: 10.26434/chemrxiv-2022-p891w

An Experimentally-Validated 3D Electrochemical Model Revealing Electrode Manufacturing Parameters Effects on Battery Performance

Author(s): Chaoyue Liu, Teo Lombardo, Jiahui Xu, Alain C. Ngandjong, Alejandro A. Franco
Published in: arXiv (preprint), 2022
Publisher: arXiv
DOI: 10.48550/arxiv.2206.05744

Machine Learning 3D-Resolved Prediction of Electrolyte Infiltration in Battery Porous Electrodes

Author(s): Abbos Shodiev ,Marc Duquesnoy ,Oier Arcelus ,Mehdi Chouchane ,Jianlin Li ,Alejandro A. Franco
Published in: ChemRxiv (preprint), 2021
Publisher: ChemRxiv
DOI: 10.26434/chemrxiv.14635665.v1

Towards a 3D-resolved model of Si/Graphite composite electrodes from manufacturing simulations

Author(s): Chaoyue Liu ,Oier Arcelus ,Teo Lombardo ,Hassan Oularbi ,Alejandro A. Franco
Published in: ChemRxiv (preprint), 2021
Publisher: ChemRxiv
DOI: 10.26434/chemrxiv-2021-9tkcd

Functional Data-Driven Framework for Fast Forecasting of Electrode Slurry Rheology Simulated by Molecular Dynamics

Author(s): Marc Duquesnoy, Teo Lombardo, Fernando Caro, Florent Haudiquez, Alain C. Ngandjong, Jiahui Xu, Hassan Oularbi, Alejandro A. Franco
Published in: arXiv (preprint), 2022
Publisher: arXiv
DOI: 10.48550/arxiv.2201.04394

Mesoscopic Model of Extrusion during Solvent-Free Li-Ion Battery Electrode Manufacturing

Author(s): Brayan Paredes-Goyes, Franco Zanotto, Victor Boudeville, Sylvie Grugeon, Loic Dupont, Alejandro A. Franco
Published in: ChemRxiv (preprint), 2023
Publisher: ChemRxiv
DOI: 10.26434/chemrxiv-2023-g5cfx

Toward High-Performance Energy and Power Battery Cells with Machine Learning-based Optimization of Electrode Manufacturing

Author(s): Marc Duquesnoy, Chaoyue Liu, Vishank Kumar, Elixabete Ayerbe, Alejandro A. Franco
Published in: arXiv (preprint), 2023
Publisher: arXiv
DOI: 10.48550/arxiv.2307.05521

Digital Twin of a Battery Manufacturing Pilot Line (Amiens, France)

Author(s): Alejandro A. Franco, Romain Lelong, Diana Zapata Dominguez, Marc Duquesnoy, Lucie Denisart, Emilie Loup-Escande
Published in: Zenodo (repository), 2022
Publisher: Zenodo
DOI: 10.5281/zenodo.6657550

Three Dimensional Physical Modeling of the Wet Manufacturing Process of Solid State Battery Electrodes

Author(s): Mohammed Alabdali, Franco Zanotto, Marc Duquesnoy, Virginie Viallet, Vincent Seznec, Alejandro A. Franco
Published in: ChemRxiv (preprint), 2022
Publisher: ChemRxiv
DOI: 10.26434/chemrxiv-2022-qvs9z

From Battery Manufacturing to Smart Grids: Towards a Metaverse for the Energy Sciences

Author(s): Alejandro A. Franco, Emilie Loup-Escande ,Goran Loiseaux ,Jean-Noël Chotard ,Diana Zapata-Dominguez ,Jan Ciger ,Aubin Leclere ,Lucie Denisart ,Romain Lelong
Published in: ChemRxiv (preprint), 2022
Publisher: ChemRxiv
DOI: 10.26434/chemrxiv-2022-cr93p

Machine Learning-Assisted Multi-Objective Optimization of Battery Manufacturing from Synthetic Data Generated by Physics-Based Simulations

Author(s): Marc Duquesnoy, Chaoyue Liu, Diana Zapata Dominguez, Vishank Kumar, Elixabete Ayerbe, Alejandro A. Franco
Published in: arXiv (preprint), 2022
Publisher: arXiv
DOI: 10.48550/arxiv.2205.01621

VOLTA: a tool for battery screening bridging the gap between virtual electrode materials and practical applications

Author(s): Antonio Carnevali, Rosa Palacin, Clare Grey, Alejandro A. Franco
Published in: ChemRxiv (preprint), 2023
Publisher: ChemRxiv
DOI: 10.26434/chemrxiv-2023-vcgnf

Entering the Augmented Era: Immersive and Interactive Virtual Reality for Battery Education and Research

Author(s): Alejandro A. Franco ,Jean-Nöel Chotard ,Emilie Loup-Escande ,Yinghui Yin ,Ruijie Zhao ,Alexis Rucci ,Alain Ndganjong ,Benjamin Beye ,Simon Herbulot ,Jan Ciger ,Romain Lelong
Published in: ChemRxiv (preprint), 2020
Publisher: ChemRxiv
DOI: 10.26434/chemrxiv.12373973.v1

Computational Model for Predicting Particle Fracture During Electrode Calendering

Author(s): Jiahui Xu, Brayan Paredes-Goyes, Zeliang Su, Mario Scheel, Timm Weitkamp, Arnaud Demortiere, Alejandro A. Franco
Published in: arXiv (preprint), 2023
Publisher: arXiv
DOI: 10.48550/arxiv.2306.02155

Combining Virtual Reality with Mixed Reality for Efficient Training in Battery Manufacturing

Author(s): Lucie Denisart ,Diana Zapata-Dominguez ,Xavier David ,Aubin Leclere ,Romain Lelong ,Chaoyue Liu ,Jiahui Xu ,Emilie Loup-Escande ,Alejandro A. Franco
Published in: ChemRxiv (preprint), 2023
Publisher: ChemRxiv
DOI: 10.26434/chemrxiv-2023-g5m5h

Lithium Ion Battery Electrode Manufacturing Model Accounting for 3D Realistic Shapes of Active Material Particles

Author(s): Jiahui Xu, Alain C. Ngandjong, Chaoyue Liu, Franco M. Zanotto, Oier Arcelus, Arnaud Demortiere, Alejandro A. Franco
Published in: arXiv (preprint), 2022
Publisher: arXiv
DOI: 10.48550/arxiv.2206.03969

Carbon-Binder Migration: A Three-Dimensional Evaporation Model for Lithium Ion Batteries

Author(s): Teo Lombardo ,Alain Ngandjong ,Amal Belhcen ,Mehdi Chouchane ,Abbos Shodiev ,Oier Arcelus ,Alejandro A. Franco
Published in: ChemRxiv (preprint), 2021
Publisher: ChemRxiv
DOI: 10.26434/chemrxiv-2021-4l33f

Breaking down the Barriers between the Digital and the Real: Mixed Reality applied to battery manufacturing R&D and Training

Author(s): Lucie Denisart, Javier F. Troncoso, Emilie Loup-Escande, Alejandro A. Franco
Published in: ChemRxiv (preprint), 2023
Publisher: ChemRxiv
DOI: 10.26434/chemrxiv-2023-q0vnf

Virtual Reality interface with the ARTISTIC Online Calculator - Version 1

Author(s): Lucie Denisart, Javier F. Troncoso, Romain Lelong, Alejandro A. Franco
Published in: Zenodo (repository), 2023
Publisher: Zenodo
DOI: 10.5281/zenodo.10424084

Book chapters (1)

Simulation-assisted electrode processing: discrete and machine learning computational approaches for the simulation of the battery manufacturing process

Author(s): Franco M. Zanotto, Mohammed Albdali, Diana Zapata-Dominguez, Alejandro A. Franco
Published in: Processing and Manufacturing of Electrodes for Lithium-Ion Batteries, 2023
Publisher: The Institution of Engineering and Technology
DOI: 10.1049/pbpo227e_ch12