Sensitivity analysis methodology for battery degradation models

A Roadmap for Transforming Research to Invent the Batteries of the Future Designed within the European Large Scale Research Initiative BATTERY 2030+

(2022) Julia Amici et al.   Advanced Energy Materials

Modeling the Solid Electrolyte Interphase: Machine Learning as a Game Changer?

(2022) Diddo Diddens et al.   Advanced Materials Interfaces

Lithium-Ion Transport Behavior in Thin-Film Graphite Electrodes with SEI Layers Formed at Different Current Densities

(2021) Yverick Rangom et al.   ACS Applied Materials & Interfaces

Parameter sensitivity analysis of a reduced-order electrochemical-thermal model for heat generation rate of lithium-ion batteries

(2021) Minseok Song et al.   APPLIED ENERGY

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

(2021) Maximilian Fichtner et al.   Advanced Energy Materials

Implications of the BATTERY 2030+ AI‐Assisted Toolkit on Future Low‐TRL Battery Discoveries and Chemistries

(2021) Arghya Bhowmik et al.   Advanced Energy Materials

Parameter sensitivity analysis of electrochemical model-based battery management systems for lithium-ion batteries

(2020) Weihan Li et al.   APPLIED ENERGY

Data-driven prediction of battery cycle life before capacity degradation

(2019) Kristen A. Severson et al.   Nature Energy

Advances and issues in developing salt-concentrated battery electrolytes

(2019) Yuki Yamada et al.   Nature Energy

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

(2019) Alejandro A. Franco et al.   CHEMICAL REVIEWS

Time‐Effective Accelerated Cyclic Aging Analysis of Lithium‐Ion Batteries

(2019) Williams Agyei Appiah et al.   ChemElectroChem

A Coupled Electrochemical-thermal-mechanical Degradation Modeling Approach for Lifetime Assessment of Lithium-ion Batteries

(2019) Shi-chun Yang et al.   ELECTROCHIMICA ACTA

Efficient Global Sensitivity Analysis of 3D Multiphysics Model for Li-Ion Batteries

(2018) Nan Lin et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

A Physics-Based Model Capacity Fade Analysis of LiMn2O4/Graphite Cell at Different Temperatures

(2018) Williams Agyei Appiah et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Gaussian Process Sensitivity Analysis for Oceanic Chlorophyll Estimation

(2017) Katalin Blix et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

The state of understanding of the lithium-ion-battery graphite solid electrolyte interphase (SEI) and its relationship to formation cycling

(2016) Seong Jin An et al.   CARBON

A Mathematical Model for Cyclic Aging of Spinel LiMn2O4/Graphite Lithium-Ion Cells

(2016) Williams Agyei Appiah et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Parameter Sensitivity Analysis of Cylindrical LiFePO4Battery Performance Using Multi-Physics Modeling

(2014) Liqiang Zhang et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Lithium Ion Battery Graphite Solid Electrolyte Interphase Revealed by Microscopy and Spectroscopy

(2013) Mengyun Nie et al.   Journal of Physical Chemistry C

A new approach to surface properties of solid electrolyte interphase on a graphite negative electrode

(2013) Seon-Hong Lee et al.   JOURNAL OF POWER SOURCES

Experiment-driven electrochemical modeling and systematic parameterization for a lithium-ion battery cell

(2010) Alexander P. Schmidt et al.   JOURNAL OF POWER SOURCES

Visualization of nonlinear kernel models in neuroimaging by sensitivity maps

(2010) Peter Mondrup Rasmussen et al.   NEUROIMAGE

An adaptive algorithm to build up sparse polynomial chaos expansions for stochastic finite element analysis

(2009) Géraud Blatman et al.   PROBABILISTIC ENGINEERING MECHANICS