Physics-informed neural network approach for heat generation rate estimation of lithium-ion battery under various driving conditions
Accurate insight into the heat generation rate (HGR) of lithium-ion batteries (LIBs) is one of
key issues for battery management systems to formulate thermal safety warning strategies in …
key issues for battery management systems to formulate thermal safety warning strategies in …
Modeling and simulation of inhomogeneities in a 18650 nickel-rich, silicon-graphite lithium-ion cell during fast charging
J Sturm, A Rheinfeld, I Zilberman, FB Spingler… - Journal of Power …, 2019 - Elsevier
Recent high-energy lithium-ion batteries contain highly densified electrodes, but they are
expected to endure fast charging without safety compromises or accelerated aging. To …
expected to endure fast charging without safety compromises or accelerated aging. To …
Experimental and theoretical investigations of heat generation rates for a water cooled LiFePO4 battery
Understanding the rate of heat generation in a lithium-ion cell is critical for its safety and
performance behavior. This paper presents in situ measurements of the heat generation rate …
performance behavior. This paper presents in situ measurements of the heat generation rate …
Insight into heat generation of lithium ion batteries based on the electrochemical-thermal model at high discharge rates
Y Lai, S Du, L Ai, L Ai, Y Cheng, Y Tang… - International Journal of …, 2015 - Elsevier
Lithium ion batteries have a vital role in the commercialization of electric vehicles and plug-
in hybrid vehicles due to their relatively high specific energy and power densities. However …
in hybrid vehicles due to their relatively high specific energy and power densities. However …
Modeling of Li-Ion cells for fast simulation of high C-rate and low temperature operations
Abstract Evaluation of Li-ion cell performance and life requires the ability to predict behavior
at extreme conditions, such as low temperatures and high C-rates. Most electrochemical …
at extreme conditions, such as low temperatures and high C-rates. Most electrochemical …
An investigation of irreversible heat generation in lithium ion batteries based on a thermo-electrochemical coupling method
S Du, Y Lai, L Ai, L Ai, Y Cheng, Y Tang… - Applied Thermal …, 2017 - Elsevier
Irreversible heat generation plays a dominant role in li-ion batteries, it is thus highly
important to study its evolution in order to adapt the development of electronic devices …
important to study its evolution in order to adapt the development of electronic devices …
A two-layer real-time optimization control strategy for integrated battery thermal management and hvac system in connected and automated hevs
With the increase in the capacity and power rating of batteries in today's HEVs and EVs, the
battery thermal management (BTM) system bears growing importance in vehicle safety and …
battery thermal management (BTM) system bears growing importance in vehicle safety and …
Current distribution measurements in parallel-connected lithium-ion cylindrical cells under non-uniform temperature conditions
MP Klein, JW Park - Journal of The Electrochemical Society, 2017 - iopscience.iop.org
Understanding internal state non-uniformity that occurs across the electrodes in large-format
Lithium-ion batteries, and among parallel-connected cells, is a critical part of the cell and …
Lithium-ion batteries, and among parallel-connected cells, is a critical part of the cell and …
Thermal behavior of full-scale battery pack based on comprehensive heat-generation model
In this study, the heat generation and dissipation terms are classified for both irreversible
and reversible heat. The irreversible heat is formulated according to the Joule-heating …
and reversible heat. The irreversible heat is formulated according to the Joule-heating …
A reduced-order multi-scale, multi-dimensional model for performance prediction of large-format li-ion cells
In this paper, a reduced-order, Multi-Scale, Multi-Dimensional (MSMD) model is developed
to achieve accurate and fast simulation of the 2D distribution of thermal and electrochemical …
to achieve accurate and fast simulation of the 2D distribution of thermal and electrochemical …