A continuum of physics-based lithium-ion battery models reviewed
Physics-based electrochemical battery models derived from porous electrode theory are a
very powerful tool for understanding lithium-ion batteries, as well as for improving their …
very powerful tool for understanding lithium-ion batteries, as well as for improving their …
Computational modeling of Li-ion batteries
This review focuses on energy storage materials modeling, with particular emphasis on Li-
ion batteries. Theoretical and computational analyses not only provide a better …
ion batteries. Theoretical and computational analyses not only provide a better …
Optimization of laser-patterned electrode architectures for fast charging of Li-ion batteries using simulations parameterized by machine learning
In this work, we employ continuum-scale modeling to optimize Highly Ordered Laser-
patterned Electrode (HOLE) architectures for fast-charging (4C and 6C) of Li-ion batteries …
patterned Electrode (HOLE) architectures for fast-charging (4C and 6C) of Li-ion batteries …
Theory and applications of macroscale models in porous media
Abstract Systems dominated by heterogeneity over a multiplicity of scales, like porous
media, still challenge our modeling efforts. The presence of disparate length-and time …
media, still challenge our modeling efforts. The presence of disparate length-and time …
A control-oriented electrochemical model for lithium-ion battery. Part II: Parameter identification based on reference electrode
Although electrochemical models have superior capabilities of internal states estimation to
equivalent-circuit models, they have larger numbers of parameter values to be determined …
equivalent-circuit models, they have larger numbers of parameter values to be determined …
Temperature estimation from current and voltage measurements in lithium-ion battery systems
Performance and safety of lithium-ion batteries depend on the ability to efficiently estimate
their temperature during charge/discharge operations. We propose a novel algorithm to infer …
their temperature during charge/discharge operations. We propose a novel algorithm to infer …
The impact of pore‐scale flow regimes on upscaling of immiscible two‐phase flow in porous media
D Picchi, I Battiato - Water resources research, 2018 - Wiley Online Library
Empirical or theoretical extensions of Darcy's law for immiscible two‐phase flow have shown
significant limitations in properly modeling the flow at the continuum scale. We tackle this …
significant limitations in properly modeling the flow at the continuum scale. We tackle this …
An interconnected observer for concurrent estimation of bulk and surface concentration in the cathode and anode of a lithium-ion battery
Electrochemical state estimation of a lithium-ion battery provides crucial information to the
battery management system about its state of charge and state of health. Insight into …
battery management system about its state of charge and state of health. Insight into …
A particle-resolved 3D finite element model to study the effect of cathode microstructure on the behavior of lithium ion batteries
This manuscript presents the formulation and implementation of a particle-resolved 3D finite
element (3DFE) model to study the effect of cathode microstructure on the electrochemical …
element (3DFE) model to study the effect of cathode microstructure on the electrochemical …
Understanding deviations between spatially resolved and homogenized cathode models of lithium‐ion batteries
Porous electrode models are essential for inexpensively predicting the performance and
lifetime of lithium‐ion batteries. Physics‐based models range from microscopic 3D models …
lifetime of lithium‐ion batteries. Physics‐based models range from microscopic 3D models …