Deep learning framework for lithium-ion battery state of charge estimation: Recent advances and future perspectives
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 …
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
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 …
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 …
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
Battery impedance provides rich information that facilitates battery state estimation and
failure diagnosis, yet the current impedance measurement techniques are quite laborious …
failure diagnosis, yet the current impedance measurement techniques are quite laborious …
A two-stage optimization framework for fast lithium-ion battery impedance measurement
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 …
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 …
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
Accurate battery model and parameter identification are crucial for battery management.
Many modeling and parameter identification methods have recently been developed for …
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
Precise and rapid measurement for electrochemical impedance spectroscopy (EIS) is
conducive to the working state monitoring and fault diagnosis of lithium-ion batteries (LIBs) …
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 …
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 …
box assembly of airplane. It is necessary to investigate the pull-through performance of the …