An information analysis based online parameter identification method for lithium-ion batteries in electric vehicles
This article proposes an information analysis-based multiple adaptive forgetting factors (FFs)
recursive least squares (IA-MAFF-RLS) method to identify model parameters of lithium-ion …
recursive least squares (IA-MAFF-RLS) method to identify model parameters of lithium-ion …
A method for estimating the state of health of lithium-ion batteries based on physics-informed neural network
Data-driven methods have been widely used to estimate the State of health (SOH) of Lithium-
Ion batteries (LIBs). However, these methods lack interpretability. In response to this issue …
Ion batteries (LIBs). However, these methods lack interpretability. In response to this issue …
A Review of Converters Embedded with Impedance Measurement of Li-ion Battery
G Chen, W Liu, S Wang, K Yang… - … on Harmonics and …, 2024 - ieeexplore.ieee.org
Electrochemical impedance spectroscopy (EIS) has been concerned increasingly due to its
relationship with inner states of batteries, which has underlying possibility to be deployed in …
relationship with inner states of batteries, which has underlying possibility to be deployed in …
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 …
Accuracy-enhanced broadband impedance of Li-ion battery measured by portable discharge paradigm
G Chen, W Liu, K Yang, Z Song, J Meng - Journal of Energy Storage, 2024 - Elsevier
Electrochemical impedance spectroscopy (EIS) is a non-invasive characterization method
widely researched in lithium-ion battery evaluation and broadband impedance is battery EIS …
widely researched in lithium-ion battery evaluation and broadband impedance is battery EIS …
Fast impedance measurement method for large capacity batteries using chirp and filtered pseudo-random binary sequence
K Yang, Z Feng, P Niu, Z Song, J Meng - Journal of Power Sources, 2024 - Elsevier
Fast impedance measurement with well-constructed excitation signals is crucial for battery
internal states analysis and faults diagnosis. The pseudo-random binary sequence (PRBS) …
internal states analysis and faults diagnosis. The pseudo-random binary sequence (PRBS) …
An enhanced sorting method for retired battery with feature selection and multiple clustering
Considering the promising prospects of retired power batteries in second-life utilization, it
becomes imperative to enhance their consistency through a reasonable sorting procedure …
becomes imperative to enhance their consistency through a reasonable sorting procedure …
Online Battery Impedance Identification Based on Small AC Signal Injection of Inverter
H Qu, D Luo, D Jiang, M Zhou, X Zhao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Battery impedance online identification is a nondestructive measurement technique for
battery condition estimation and health diagnosis. However, conventional methods are …
battery condition estimation and health diagnosis. However, conventional methods are …
[HTML][HTML] Electrochemical Impedance Spectroscopy-Based Characterization and Modeling of Lithium-Ion Batteries Based on Frequency Selection
Lithium-ion batteries are commonly employed in electric vehicles due to their efficient
energy storage and conversion capabilities. Nevertheless, to ensure reliable and cost …
energy storage and conversion capabilities. Nevertheless, to ensure reliable and cost …
Study of Aging Mechanisms in LiFePO4 Batteries with Various SOC Levels Using the Zero-sum Pulse Method
J Kang, G Yang, Y Wang, JV Wang, Q Wang, G Zhu - iScience, 2024 - cell.com
Investigating the correlation between aging mechanisms and state of charge (SOC) can
optimize cycling conditions and prolong the lifecycle of Lithium-ion batteries (LIBs). A long …
optimize cycling conditions and prolong the lifecycle of Lithium-ion batteries (LIBs). A long …