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

Pubblicazioni

Quantitatively Designing Porous Copper Current Collectors for Lithium Metal Anode

Autori: 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
Pubblicato in: ACS Applied Energy Materials, 2021, ISSN 2574-0962
Editore: ACS
DOI: 10.1021/acsaem.1c00438

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

Autori: Diana Zapata Dominguez; Brinti Mondal; Miran Gaberscek; Mathieu Morcrette; Alejandro A. Franco
Pubblicato in: Journal of Power Sources, 2023, ISSN 0378-7753
Editore: Elsevier BV
DOI: 10.1016/j.jpowsour.2023.233367

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

Autori: Mohammed Alabdali; Franco Zanotto; Marc Duquesnoy; Virginie Viallet; Vincent Seznec; Alejandro A. Franco
Pubblicato in: Journal of Power Sources, 2023, ISSN 0378-7753
Editore: Elsevier BV
DOI: 10.1016/j.jpowsour.2023.233427

Electrochemistry Visualization Tool to Support the Electrochemical Analysis of Batteries

Autori: Matheus Leal de Souza; Marc Duquesnoy; Mathieu Morcrette; Alejandro A. Franco
Pubblicato in: Batteries & Supercaps, 2023, ISSN 2566-6223
Editore: Wiley
DOI: 10.1002/batt.202200378

Escape from flatland

Autori: Alejandro A. Franco
Pubblicato in: Nature Machine Intelligence, 2021, ISSN 2522-5839
Editore: Springer Nature
DOI: 10.1038/s42256-021-00334-x

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

Autori: 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
Pubblicato in: Batteries & Supercaps, Numero 3/11, 2020, Pagina/e 1147-1164, ISSN 2566-6223
Editore: 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

Autori: Abbos Shodiev, Emiliano N. Primo, Mehdi Chouchane, Teo Lombardo, Alain C. Ngandjong, Alexis Rucci, Alejandro A. Franco
Pubblicato in: Journal of Power Sources, Numero 454, 2020, Pagina/e 227871, ISSN 0378-7753
Editore: 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)

Autori: 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
Pubblicato in: Batteries & Supercaps, Numero 3/11, 2020, Pagina/e 1121-1121, ISSN 2566-6223
Editore: Wiley
DOI: 10.1002/batt.202000233

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

Autori: Hassna El-Bousiydy, Teo Lombardo, Emiliano N. Primo, Marc Duquesnoy, Mathieu Morcrette, Patrik Johansson, Patrice Simon, Alexis Grimaud, Alejandro A. Franco
Pubblicato in: Batteries & Supercaps, 2021, ISSN 2566-6223
Editore: 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

Autori: 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
Pubblicato in: Energy Storage Materials, 2021, ISSN 2405-8297
Editore: 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

Autori: Emiliano N. Primo; Emiliano N. Primo; Matthieu Touzin; Alejandro A. Franco
Pubblicato in: Batteries & Supercaps, 2021, ISSN 2566-6223
Editore: 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)

Autori: Mehdi Chouchane, Alejandro A. Franco
Pubblicato in: ChemElectroChem, 2022, ISSN 2196-0216
Editore: Wiley
DOI: 10.1002/celc.202200995

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

Autori: Marc Duquesnoy; Chaoyue Liu; Diana Zapata Dominguez; Vishank Kumar; Elixabete Ayerbe; Alejandro A. Franco
Pubblicato in: Energy Storage Materials, 2023, ISSN 2405-8297
Editore: 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

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

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

Autori: Jia Yu; Marc Duquesnoy; Chaoyue Liu; Alejandro A. Franco
Pubblicato in: Journal of Power Sources, 2023, ISSN 0378-7753
Editore: Elsevier BV
DOI: 10.1016/j.jpowsour.2023.233182

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

Autori: Patricio Velez, Guillermina L. Luque, Daniel E. Barraco, Alejandro A. Franco, Ezequiel P.M. Leiva
Pubblicato in: Computational Materials Science, 2022, ISSN 0927-0256
Editore: Elsevier BV
DOI: 10.1016/j.commatsci.2022.111409

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

Autori: Mehdi Chouchane; Mehdi Chouchane; Oier Arcelus; Oier Arcelus; Alejandro A. Franco
Pubblicato in: Batteries & Supercaps, 2021, ISSN 2566-6223
Editore: Wiley
DOI: 10.1002/batt.202100030

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

Autori: 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
Pubblicato in: Joule, 2022, ISSN 2542-4351
Editore: Cell Press
DOI: 10.1016/j.joule.2022.12.001

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

Autori: 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
Pubblicato in: ACS Energy Letters, 2021, ISSN 2380-8195
Editore: ACS
DOI: 10.1021/acsenergylett.1c00332

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

Autori: Duquesnoy, Marc; Liu, Chaoyue; Kumar, Vishank; Ayerbe, Elixabete; Franco, Alejandro A.
Pubblicato in: Journal of Power Sources, 2023, ISSN 0378-7753
Editore: 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

Autori: Mehdi Chouchane; Alejandro A. Franco
Pubblicato in: ChemElectroChem, 2022, ISSN 2196-0216
Editore: Wiley
DOI: 10.1002/celc.202200692

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

Autori: 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
Pubblicato in: Batteries & Supercaps, 2021, ISSN 2566-6223
Editore: Wiley
DOI: 10.1002/batt.202000288

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

Artificial Intelligence Applied to Battery Research: Hype or Reality?

Autori: 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
Pubblicato in: Chemical Reviews, 2022, ISSN 1520-6890
Editore: 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)

Autori: Mehdi Chouchane, Alejandro A. Franco
Pubblicato in: Batteries & Supercaps, 2021, ISSN 2566-6223
Editore: 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

Autori: 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
Pubblicato in: Journal of Physical Chemistry C, 2021, ISSN 1932-7455
Editore: ACS
DOI: 10.1021/acs.jpcc.0c10417

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

Autori: Chaoyue Liu; Chaoyue Liu; Oier Arcelus; Oier Arcelus; Teo Lombardo; Teo Lombardo; Hassan Oularbi; Hassan Oularbi; Alejandro A. Franco
Pubblicato in: Journal of Power Sources, 2021, ISSN 0378-7753
Editore: Elsevier BV
DOI: 10.1016/j.jpowsour.2021.230486

Binder‐Free Cnt Cathodes for Li‐O<sub>2</sub> Batteries with More Than One Life

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

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

Autori: Elixabete Ayerbe; Maitane Berecibar; Simon Clark; Alejandro A. Franco; Janna Ruhland
Pubblicato in: Advanced Energy Materials, 2021, ISSN 1614-6840
Editore: Wiley
DOI: 10.1002/aenm.202102696

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

Autori: 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
Pubblicato in: Batteries & Supercaps, 2022, ISSN 2566-6223
Editore: Wiley
DOI: 10.1002/batt.202200224

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

Autori: Abbos Shodiev; Abbos Shodiev; Marc Duquesnoy; Marc Duquesnoy; Oier Arcelus; Oier Arcelus; Mehdi Chouchane; Mehdi Chouchane; Jianlin Li; Alejandro A. Franco
Pubblicato in: Journal of Power Sources, 2021, ISSN 0378-7753
Editore: Elsevier BV
DOI: 10.1016/j.jpowsour.2021.230384

Computational Model for Predicting Particle Fracture During Electrode Calendering

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

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

Autori: Marc Duquesnoy; Teo Lombardo; Fernando Caro; Florent Haudiquez; Alain C. Ngandjong; Jiahui Xu; Hassan Oularbi; Alejandro A. Franco
Pubblicato in: npj Computational Materials, 2022, ISSN 2057-3960
Editore: 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

Autori: Mehdi Chouchane; Mehdi Chouchane; Alejandro A. Franco
Pubblicato in: Batteries & Supercaps, 2021, ISSN 2566-6223
Editore: Wiley
DOI: 10.1002/batt.202100096

Machine learning for optimal electrode wettability in lithium ion batteries

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

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

Autori: Hassna El-Bousiydy; Javier F. Troncoso; Patrik Johansson; Alejandro A. Franco
Pubblicato in: Chemistry of Materials, 2023, ISSN 1520-5002
Editore: ACS
DOI: 10.1021/acs.chemmater.2c01356

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

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

Artificial Intelligence in Electrochemical Energy Storage

Autori: Alejandro A. Franco, Amanda S. Barnard
Pubblicato in: Batteries & Supercaps, 2022, ISSN 2566-6223
Editore: Wiley
DOI: 10.1002/batt.202200149

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

Autori: Marc Duquesnoy; Marc Duquesnoy; Iker Boyano; Larraitz Ganborena; Pablo Cereijo; Elixabete Ayerbe; Alejandro A. Franco
Pubblicato in: Energy and AI, 2021, ISSN 2666-5468
Editore: Elsevier
DOI: 10.1016/j.egyai.2021.100090

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

Autori: Jiahui Xu, Brayan Paredes-Goyes, Zeliang Su, Mario Scheel, Timm Weitkamp, Arnaud Demortiere, Alejandro A. Franco
Pubblicato in: Batteries & Supercaps, 2023, ISSN 2566-6223
Editore: 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

Autori: Mehdi Chouchane; Alejandro A. Franco
Pubblicato in: Energy Storage Materials, 2022, ISSN 2405-8297
Editore: Elsevier
DOI: 10.1016/j.ensm.2022.02.016

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

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

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

Autori: Marc Duquesnoy, Teo Lombardo, Mehdi Chouchane, Emiliano N. Primo, Alejandro A. Franco
Pubblicato in: Journal of Power Sources, Numero Volume 480, 2020, Pagina/e 229103, ISSN 0378-7753
Editore: Elsevier BV
DOI: 10.1016/j.jpowsour.2020.229103

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

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

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

Autori: Emiliano N. Primo; Mehdi Chouchane; Matthieu Touzin; Patricia Vázquez; Alejandro A. Franco
Pubblicato in: Journal of Power Sources, 2021, ISSN 0378-7753
Editore: 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

Autori: Agnese Marcato, Javier E. Santos, Chaoyue Liu, Gianluca Boccardo, Daniele Marchisio, Alejandro A. Franco
Pubblicato in: Energy Storage Materials, 2023, ISSN 2405-8297
Editore: Elsevier
DOI: 10.1016/j.ensm.2023.102927

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

Autori: Mehdi Chouchane, Alexis Rucci, Alejandro A. Franco
Pubblicato in: ACS Omega, Numero 4/6, 2019, Pagina/e 11141-11144, ISSN 2470-1343
Editore: ACS
DOI: 10.1021/acsomega.9b01279

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

Autori: Alejandro A. Franco, Alexis Rucci, Daniel Brandell, Christine Frayret, Miran Gaberscek, Piotr Jankowski, Patrik Johansson
Pubblicato in: Chemical Reviews, Numero 119/7, 2019, Pagina/e 4569-4627, ISSN 0009-2665
Editore: 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

Autori: Alexis Rucci, Alain C. Ngandjong, Emiliano N. Primo, Mariem Maiza, Alejandro A. Franco
Pubblicato in: Electrochimica Acta, Numero 312, 2019, Pagina/e 168-178, ISSN 0013-4686
Editore: 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

Autori: Mehdi Chouchane, Alexis Rucci, Teo Lombardo, Alain C. Ngandjong, Alejandro A. Franco
Pubblicato in: Journal of Power Sources, Numero 444, 2019, Pagina/e 227285, ISSN 0378-7753
Editore: Elsevier BV
DOI: 10.1016/j.jpowsour.2019.227285

Artificial Intelligence Investigation of NMC Cathode Manufacturing Parameters Interdependencies

Autori: Ricardo Pinto Cunha, Teo Lombardo, Emiliano N. Primo, Alejandro A. Franco
Pubblicato in: Batteries & Supercaps, Numero In press (early view), 2019, Pagina/e In press (early view), ISSN 2566-6223
Editore: Wiley VCH
DOI: 10.1002/batt.201900135

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

Autori: Amangeldi Torayev, Pieter C M M Magusin, Clare P Grey, Céline Merlet, Alejandro A Franco
Pubblicato in: Journal of Physics: Materials, Numero 2/4, 2019, Pagina/e 044004, ISSN 2515-7639
Editore: IOP
DOI: 10.1088/2515-7639/ab3611

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

Autori: Amangeldi Torayev, Pieter C. M. M. Magusin, Clare P. Grey, Céline Merlet, Alejandro A. Franco
Pubblicato in: ACS Applied Energy Materials, Numero 1/11, 2018, Pagina/e 6433-6441, ISSN 2574-0962
Editore: ACS
DOI: 10.1021/acsaem.8b01392

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

Autori: Teo Lombardo; Teo Lombardo; Alain C. Ngandjong; Alain C. Ngandjong; Amal Belhcen; Amal Belhcen; Alejandro A. Franco
Pubblicato in: Energy Storage Materials, 2021, ISSN 2405-8297
Editore: 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)

Autori: Teo Lombardo, Fernando Caro, Alain C. Ngandjong, Jean-Baptiste Hoock, Marc Duquesnoy, Jean Charles Delepine, Adrien Ponchelet, Sylvain Doison, Alejandro A. Franco
Pubblicato in: Batteries & Supercaps, 2022, ISSN 2566-6223
Editore: 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

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

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

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

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

Autori: Ricardo Pinto Cunha, Teo Lombardo, Emiliano N. Primo, Alejandro A. Franco
Pubblicato in: Batteries & Supercaps, Numero 3/1, 2019, Pagina/e 2-2, ISSN 2566-6223
Editore: Wiley
DOI: 10.1002/batt.201900208

How Machine Learning Will Revolutionize Electrochemical Sciences.

Autori: Aashutosh Mistry; Alejandro A. Franco; Samuel J. Cooper; Scott A. Roberts; Venkatasubramanian Viswanathan
Pubblicato in: ACS Energy Letters, 2021, ISSN 2380-8195
Editore: ACS
DOI: 10.1021/acsenergylett.1c00194

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

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

Towards autonomous high-throughput multiscale modelling of battery interfaces

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

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

Autori: Chaoyue Liu; Teo Lombardo; Jiahui Xu; Alain C. Ngandjong; Alejandro A. Franco
Pubblicato in: Energy Storage Materials, 2023, ISSN 2405-8297
Editore: Elsevier
DOI: 10.1016/j.ensm.2022.10.035

Perspectives on manufacturing simulations of Li-S battery cathodes

Autori: Oier Arcelus; Alejandro A Franco
Pubblicato in: Journal of Physics: Energy, 2022, ISSN 2515-7655
Editore: 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

Autori: Mehdi Chouchane, Emiliano N. Primo, Alejandro A. Franco
Pubblicato in: The Journal of Physical Chemistry Letters, Numero 11/7, 2020, Pagina/e 2775-2780, ISSN 1948-7185
Editore: 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

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

Innovative Computer Games for Battery Education and Research

Autori: Vera Koester, Alejandro A. Franco
Pubblicato in: ChemViews, Numero 4 August 2020, 2020, ISSN 2190-3735
Editore: Chemistry Views
DOI: 10.1002/chemv.202000069

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

Autori: 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
Pubblicato in: Advanced Energy Materials, 2022, ISSN 1614-6840
Editore: Wiley VCH
DOI: 10.1002/aenm.202102904

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

Autori: Abbos Shodiev; Franco M. Zanotto; Jia Yu; Mehdi Chouchane; Jianlin Li; Alejandro A. Franco
Pubblicato in: Energy Storage Materials, 2022, ISSN 2405-8297
Editore: Elsevier
DOI: 10.1016/j.ensm.2022.03.049

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

Autori: Teo Lombardo, Jean‐Baptiste Hoock, Emiliano N. Primo, Alain C. Ngandjong, Marc Duquesnoy, Alejandro A. Franco
Pubblicato in: Batteries & Supercaps, Numero 3/8, 2020, Pagina/e 721-730, ISSN 2566-6223
Editore: Wiley
DOI: 10.1002/batt.202000049

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

Autori: Brayan Paredes-Goyes; Franco Zanotto; Victor Boudeville; Sylvie Grugeon; Loic Dupont; Alejandro A. Franco
Pubblicato in: Batteries & Supercaps, 2023, ISSN 2566-6223
Editore: Wiley
DOI: 10.1002/batt.202300441

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

Autori: 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
Pubblicato in: Nature Nanotechnology, 2022, ISSN 1748-3395
Editore: Springer Nature
DOI: 10.1038/s41565-022-01081-9

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

Autori: Marc Duquesnoy ,Teo Lombardo ,Mehdi Chouchane ,Emiliano Primo ,Alejandro A. Franco
Pubblicato in: ChemRxiv (preprint), 2020
Editore: 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

Autori: Mehdi Chouchane, Alejandro A. Franco
Pubblicato in: ChemRxiv (preprint), 2021
Editore: ChemRxiv
DOI: 10.26434/chemrxiv-2021-g54hd

ARTISTIC Project - Online Calculator - Battery Manufacturing Simulations

Autori: Teo Lombardo, Fernando Caro, Alain C. Ngandjong, Jean-Baptiste Hoock, Marc Duquesnoy, Jean-Charles Delepine, Adrien Ponchelet, Sylvain Doison, Alejandro A. Franco
Pubblicato in: Zenodo (repository), 2021
Editore: 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

Autori: 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
Pubblicato in: ChemRxiv (Preprint), 2020
Editore: ChemRxiv
DOI: 10.26434/chemrxiv.12733064.v1

Understanding the processability of graphite blend electrodes with silicon nanoparticles

Autori: Diana Zapata Dominguez, Alejandro A. Franco
Pubblicato in: ChemRxiv (preprint), 2022
Editore: ChemRxiv
DOI: 10.26434/chemrxiv-2022-p891w

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

Autori: Chaoyue Liu, Teo Lombardo, Jiahui Xu, Alain C. Ngandjong, Alejandro A. Franco
Pubblicato in: arXiv (preprint), 2022
Editore: arXiv
DOI: 10.48550/arxiv.2206.05744

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

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

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

Autori: Chaoyue Liu ,Oier Arcelus ,Teo Lombardo ,Hassan Oularbi ,Alejandro A. Franco
Pubblicato in: ChemRxiv (preprint), 2021
Editore: ChemRxiv
DOI: 10.26434/chemrxiv-2021-9tkcd

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

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

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

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

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

Autori: Marc Duquesnoy, Chaoyue Liu, Vishank Kumar, Elixabete Ayerbe, Alejandro A. Franco
Pubblicato in: arXiv (preprint), 2023
Editore: arXiv
DOI: 10.48550/arxiv.2307.05521

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

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

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

Autori: Mohammed Alabdali, Franco Zanotto, Marc Duquesnoy, Virginie Viallet, Vincent Seznec, Alejandro A. Franco
Pubblicato in: ChemRxiv (preprint), 2022
Editore: ChemRxiv
DOI: 10.26434/chemrxiv-2022-qvs9z

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

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

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

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

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

Autori: Antonio Carnevali, Rosa Palacin, Clare Grey, Alejandro A. Franco
Pubblicato in: ChemRxiv (preprint), 2023
Editore: ChemRxiv
DOI: 10.26434/chemrxiv-2023-vcgnf

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

Autori: 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
Pubblicato in: ChemRxiv (preprint), 2020
Editore: ChemRxiv
DOI: 10.26434/chemrxiv.12373973.v1

Computational Model for Predicting Particle Fracture During Electrode Calendering

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

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

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

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

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

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

Autori: Teo Lombardo ,Alain Ngandjong ,Amal Belhcen ,Mehdi Chouchane ,Abbos Shodiev ,Oier Arcelus ,Alejandro A. Franco
Pubblicato in: ChemRxiv (preprint), 2021
Editore: 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

Autori: Lucie Denisart, Javier F. Troncoso, Emilie Loup-Escande, Alejandro A. Franco
Pubblicato in: ChemRxiv (preprint), 2023
Editore: ChemRxiv
DOI: 10.26434/chemrxiv-2023-q0vnf

Virtual Reality interface with the ARTISTIC Online Calculator - Version 1

Autori: Lucie Denisart, Javier F. Troncoso, Romain Lelong, Alejandro A. Franco
Pubblicato in: Zenodo (repository), 2023
Editore: Zenodo
DOI: 10.5281/zenodo.10424084

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

Autori: Franco M. Zanotto, Mohammed Albdali, Diana Zapata-Dominguez, Alejandro A. Franco
Pubblicato in: Processing and Manufacturing of Electrodes for Lithium-Ion Batteries, 2023
Editore: The Institution of Engineering and Technology
DOI: 10.1049/pbpo227e_ch12

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