Deep learning framework for lithium-ion battery state of charge estimation: Recent advances and future perspectives

J Tian, C Chen, W Shen, F Sun, R Xiong - Energy Storage Materials, 2023 - Elsevier
Accurate state of charge (SOC) constitutes the basis for reliable operations of lithium-ion
batteries. The deep learning technique, a game changer in many fields, has recently …

[HTML][HTML] Exploring impedance spectrum for lithium-ion batteries diagnosis and prognosis: A comprehensive review

X Du, J Meng, Y Amirat, F Gao, M Benbouzid - Journal of Energy Chemistry, 2024 - Elsevier
Lithium-ion batteries have extensive usage in various energy storage needs, owing to their
notable benefits of high energy density and long lifespan. The monitoring of battery states …

State of charge estimation for lithium-ion battery based on unscented Kalman filter and long short-term memory neural network

Y Zeng, Y Li, T Yang - Batteries, 2023 - mdpi.com
State of charge (SOC) estimation is the core algorithm of the battery management system.
However, the commonly used model-based, data-driven, or experiment-based methods …

Rapid Lithium-ion battery impedance measurements using binary sequence with optimized frequency components

J Meng, X Du, J Peng, M Lin… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Battery impedance provides rich information that facilitates battery state estimation and
failure diagnosis, yet the current impedance measurement techniques are quite laborious …

A two-stage optimization framework for fast lithium-ion battery impedance measurement

X Du, J Meng, J Peng, Q Peng, J Wu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Online monitoring of battery impedance is of increasing interest as it brings rich information
for battery state estimation and fault diagnosis, however, the existing techniques are limited …

Research on online passive electrochemical impedance spectroscopy and its outlook in battery management

B Yang, D Wang, B Yu, F Wang, S Chen, X Sun… - Applied Energy, 2024 - Elsevier
Current lithium-ion battery (LIB) management technique relying solely on the limited time-
domain measurements appears to reach its limit, and incorporating new sensing …

A comparative study of modeling and parameter identification for lithium-ion batteries in energy storage systems

Y Fan, Z Zhang, G Yang, T Pan, J Tian, M Li, X Liu… - Measurement, 2024 - Elsevier
Accurate battery model and parameter identification are crucial for battery management.
Many modeling and parameter identification methods have recently been developed for …

Wideband Measurement Approach for EIS of Lithium-Ion Batteries Using Low-Frequency Concentrated Disturbance

A Geng, H Hu, Y Peng, Z Zhao, Z He… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Precise and rapid measurement for electrochemical impedance spectroscopy (EIS) is
conducive to the working state monitoring and fault diagnosis of lithium-ion batteries (LIBs) …

Constructing battery impedance spectroscopy using partial current in constant-voltage charging or partial relaxation voltage

CJ Ko, KC Chen - Applied Energy, 2024 - Elsevier
Electrochemical impedance spectroscopy (EIS) is an important technique to measure the
impedance of lithium-ion batteries. However, practical applications of this technique are …

Progressive failure analysis of composite/aluminum riveted joints subjected to pull-through loading

Y Yang, Y Bao, X Liu, J Wang, F Du - Chinese Journal of Mechanical …, 2023 - Springer
Out-of-plane mechanical properties of the riveted joints restrict the performance of the wing
box assembly of airplane. It is necessary to investigate the pull-through performance of the …