A comprehensive overview and comparison of parameter benchmark methods for lithium-ion battery application
To deal with the indeterminacy of the renewable energy in power system, electrochemical
energy storage system is a promising solution for improving the flexibility of grid. As lithium …
energy storage system is a promising solution for improving the flexibility of grid. As lithium …
Accurate Model Parameter Identification to Boost Precise Aging Prediction of Lithium‐Ion Batteries: A Review
S Ding, Y Li, H Dai, L Wang, X He - Advanced Energy Materials, 2023 - Wiley Online Library
Precise prediction of lithium‐ion cell level aging under various operating conditions is an
imperative but challenging part of ensuring the quality performance of emerging applications …
imperative but challenging part of ensuring the quality performance of emerging applications …
Optimal parameters estimation of lithium-ion battery in smart grid applications based on gazelle optimization algorithm
The principal contribution of this article focusing on obtaining a precise model of the lithium-
ion battery (LiB). This in fact affects the simulation analyses and dynamics of such batteries …
ion battery (LiB). This in fact affects the simulation analyses and dynamics of such batteries …
Parameters estimation and sensitivity analysis of lithium-ion battery model uncertainty based on osprey optimization algorithm
AH Alqahtani, HM Fahmy, HM Hasanien… - Energy, 2024 - Elsevier
To advance the field of lithium-ion battery (LIB) research, this paper unveils an accurate
modelling of LIB that primarily relies on the equivalent circuit model, backed by the Osprey …
modelling of LIB that primarily relies on the equivalent circuit model, backed by the Osprey …
Precise modeling of lithium-ion battery in industrial applications using Walrus optimization algorithm
HM Fahmy, AH Alqahtani, HM Hasanien - Energy, 2024 - Elsevier
This research article demonstrates how to get a precise lithium-ion battery (LIB) model using
one of the artificial intelligence algorithms called the Walrus optimization algorithm (WaOA) …
one of the artificial intelligence algorithms called the Walrus optimization algorithm (WaOA) …
A two-stage method with twin autoencoders for the degradation trajectories prediction of lithium-ion batteries
To predict the lithium-ion (Li-ion) battery degradation trajectory in the early phase, arranging
the maintenance of battery energy storage systems is of great importance. However, under …
the maintenance of battery energy storage systems is of great importance. However, under …
A physics-informed neural network approach to parameter estimation of lithium-ion battery electrochemical model
The electrochemical models (EMs) have gained increasing attention for their ability to reflect
the internal states of the lithium-ion battery, yet the parameter identification is still an …
the internal states of the lithium-ion battery, yet the parameter identification is still an …
Enhancing parameter identification and state of charge estimation of Li-ion batteries in electric vehicles using an improved marine predators algorithm
The challenge of accurately determining the unknown parameters of Lithium-ion batteries
(LiBs) is primarily attributed to the intricate dynamics of these batteries, their non-linear …
(LiBs) is primarily attributed to the intricate dynamics of these batteries, their non-linear …
Maximizing the Performance of a Lithium-Ion Battery Aging Estimator Using Reinforcement Learning
As artificial intelligence (AI) technologies have advanced, neural network-based aging
estimation has been extensively studied for lithium-ion batteries. Its performance has also …
estimation has been extensively studied for lithium-ion batteries. Its performance has also …
A parameter identification method of lithium ion battery electrochemical model based on combination of classifier and heuristic algorithm
Y Wang, J Li, S Guo, M Sun, L Deng, L Zhao… - Journal of Energy …, 2024 - Elsevier
Parameters of lithium-ion electrochemical battery model have a great impact on the
simulation accuracy, so their accurate identification plays an important role in terms of …
simulation accuracy, so their accurate identification plays an important role in terms of …