Data-driven assessment of electrode calendering process by combining experimental results, in silico mesostructures generation and machine learning
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Data-driven assessment of electrode calendering process by combining experimental results, in silico mesostructures generation and machine learning
Authors
Keywords
Li-ion batteries, Manufacturing, Machine learning, Electrode mesostructure, Calendering
Journal
JOURNAL OF POWER SOURCES
Volume 480, Issue -, Pages 229103
Publisher
Elsevier BV
Online
2020-11-05
DOI
10.1016/j.jpowsour.2020.229103
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- 4D-resolved physical model for Electrochemical Impedance Spectroscopy of Li(Ni1-x-yMnxCoy)O2-based cathodes in symmetric cells: Consequences in tortuosity calculations
- (2020) Abbos Shodiev et al. JOURNAL OF POWER SOURCES
- Mesoscale Effects in the Extraction of the Solid-State Lithium Diffusion Coefficient Values of Battery Active Materials: Physical Insights from 3D Modeling
- (2020) Mehdi Chouchane et al. Journal of Physical Chemistry Letters
- Multimodal Nanoscale Tomographic Imaging for Battery Electrodes
- (2020) Simon Müller et al. Advanced Energy Materials
- Pores for thought: generative adversarial networks for stochastic reconstruction of 3D multi-phase electrode microstructures with periodic boundaries
- (2020) Andrea Gayon-Lombardo et al. npj Computational Materials
- Data-driven prediction of battery cycle life before capacity degradation
- (2019) Kristen A. Severson et al. Nature Energy
- Boosting Rechargeable Batteries R&D by Multiscale Modeling: Myth or Reality?
- (2019) Alejandro A. Franco et al. CHEMICAL REVIEWS
- Numerical simulation of the behavior of lithium-ion battery electrodes during the calendaring process via the discrete element method
- (2019) Clara Sangrós Giménez et al. POWDER TECHNOLOGY
- Heated Calendering of Cathodes for Lithium‐Ion Batteries with Varied Carbon Black and Binder Contents
- (2019) Chris Meyer et al. Energy Technology
- Manufacturing process for improved ultra‐thick cathodes in high‐energy Li‐ion batteries
- (2019) Lea Sophie Kremer et al. Energy Technology
- Influence of the Carbon Black Dispersing Process on the Microstructure and Performance of Li‐ion Battery Cathodes
- (2019) Julian Kristoffer Mayer et al. Energy Technology
- Tracking variabilities in the simulation of Lithium Ion Battery electrode fabrication and its impact on electrochemical performance
- (2019) Alexis Rucci et al. ELECTROCHIMICA ACTA
- Joint structural and electrochemical modeling: Impact of porosity on lithium-ion battery performance
- (2019) Vincent Laue et al. ELECTROCHIMICA ACTA
- Modelling of the Calendering Process of NMC‐622 Cathodes in Battery Production Analyzing Machine/Material–Process–Structure Correlations
- (2019) David Schreiner et al. Energy Technology
- Combining composition graded positive and negative electrodes for higher performance Li-ion batteries
- (2019) Chuan Cheng et al. JOURNAL OF POWER SOURCES
- Lithium ion battery electrodes predicted from manufacturing simulations: Assessing the impact of the carbon-binder spatial location on the electrochemical performance
- (2019) Mehdi Chouchane et al. JOURNAL OF POWER SOURCES
- Structural and mechanical characterization of lithium-ion battery electrodes via DEM simulations
- (2018) Clara Sangrós Giménez et al. ADVANCED POWDER TECHNOLOGY
- Fundamental understanding and practical challenges of anionic redox activity in Li-ion batteries
- (2018) Gaurav Assat et al. Nature Energy
- Before Li Ion Batteries
- (2018) Martin Winter et al. CHEMICAL REVIEWS
- Highly Loaded Graphite–Polylactic Acid Composite-Based Filaments for Lithium-Ion Battery Three-Dimensional Printing
- (2018) Alexis Maurel et al. CHEMISTRY OF MATERIALS
- Characterization of the calendering process for compaction of electrodes for lithium-ion batteries
- (2017) Chris Meyer et al. JOURNAL OF MATERIALS PROCESSING TECHNOLOGY
- Multiscale Simulation Platform Linking Lithium Ion Battery Electrode Fabrication Process with Performance at the Cell Level
- (2017) Alain C. Ngandjong et al. Journal of Physical Chemistry Letters
- Can Li-Ion batteries be the panacea for automotive applications?
- (2017) A. Opitz et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Tortuosity in electrochemical devices: a review of calculation approaches
- (2016) Bernhard Tjaden et al. INTERNATIONAL MATERIALS REVIEWS
- Investigation of film solidification and binder migration during drying of Li-Ion battery anodes
- (2016) Stefan Jaiser et al. JOURNAL OF POWER SOURCES
- The Development and Future of Lithium Ion Batteries
- (2016) George E. Blomgren JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- Intensive powder mixing for dry dispersing of carbon black and its relevance for lithium-ion battery cathodes
- (2016) Henrike Bockholt et al. POWDER TECHNOLOGY
- Relationship between Particle Hardness of LiNi1/3Co1/3Mn1/3O2and its Electrochemical Stability at High Temperature
- (2016) Jun Ho Song et al. BULLETIN OF THE KOREAN CHEMICAL SOCIETY
- Modeling the evolution of lithium-ion particle contact distributions using a fabric tensor approach
- (2015) A.J. Stershic et al. JOURNAL OF POWER SOURCES
- Influence of dry mixing and distribution of conductive additives in cathodes for lithium ion batteries
- (2015) Werner Bauer et al. JOURNAL OF POWER SOURCES
- Prospects for reducing the processing cost of lithium ion batteries
- (2015) David L. Wood et al. JOURNAL OF POWER SOURCES
- Li-ion battery materials: present and future
- (2015) Naoki Nitta et al. Materials Today
- Microstructure Evolution in Lithium-Ion Battery Electrode Processing
- (2014) Zhixiao Liu et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- Towards greener and more sustainable batteries for electrical energy storage
- (2014) D. Larcher et al. Nature Chemistry
- Three-dimensional pore structure and ion conductivity of porous ceramic diaphragms
- (2013) Daniel Wiedenmann et al. AICHE JOURNAL
- Lattice Boltzmann Simulation for Electrolyte Transport in Porous Electrode of Lithium Ion Batteries
- (2013) Sang Gun Lee et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- The influence of constrictivity on the effective transport properties of porous layers in electrolysis and fuel cells
- (2012) L. Holzer et al. JOURNAL OF MATERIALS SCIENCE
- Calendering effects on the physical and electrochemical properties of Li[Ni1/3Mn1/3Co1/3]O2 cathode
- (2012) Honghe Zheng et al. JOURNAL OF POWER SOURCES
- Effect of Calendering LiFePO4Electrodes
- (2012) A. van Bommel et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now