Concept review of a cloud-based smart battery management system for lithium-ion batteries: Feasibility, logistics, and functionality

MK Tran, S Panchal, TD Khang, K Panchal, R Fraser… - Batteries, 2022 - mdpi.com
Energy storage plays an important role in the adoption of renewable energy to help solve
climate change problems. Lithium-ion batteries (LIBs) are an excellent solution for energy …

Research progress, challenges and prospects of fault diagnosis on battery system of electric vehicles

R Xiong, W Sun, Q Yu, F Sun - Applied Energy, 2020 - Elsevier
Due to the limited capacity and voltage of single battery cell, the battery system for electric
vehicles often consists of hundreds or thousands of single cells in series and parallel …

Mechanism, modeling, detection, and prevention of the internal short circuit in lithium-ion batteries: Recent advances and perspectives

X Lai, C Jin, W Yi, X Han, X Feng, Y Zheng… - Energy Storage …, 2021 - Elsevier
Safety concerns are the main obstacle to large-scale application of lithium-ion batteries
(LIBs), and thus, improving the safety of LIBs is receiving global attention. Within battery …

State estimation for advanced battery management: Key challenges and future trends

X Hu, F Feng, K Liu, L Zhang, J Xie, B Liu - Renewable and Sustainable …, 2019 - Elsevier
Batteries are presently pervasive in portable electronics, electrified vehicles, and renewable
energy storage. These indispensable engineering applications are all safety-critical and …

State-of-charge estimation and remaining useful life prediction of supercapacitors

C Liu, Q Li, K Wang - Renewable and Sustainable Energy Reviews, 2021 - Elsevier
As a new type of energy storage device, supercapacitors are widely applied in various fields
owing to their irreplaceable extraordinary characteristics. The remaining useful life …

OCV-SOC-temperature relationship construction and state of charge estimation for a series–parallel lithium-ion battery pack

Q Yu, Y Huang, A Tang, C Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Accurate state of charge (SOC) estimation of a battery pack is more meaningful than that of a
cell in practical applications. The existing methods are difficult to provide an accurate SOC of …

An intelligent fault diagnosis method for lithium battery systems based on grid search support vector machine

L Yao, Z Fang, Y Xiao, J Hou, Z Fu - Energy, 2021 - Elsevier
For the safe operation of the electric vehicle, it is critical to quickly detect the safety state and
accurately identify the fault degree in battery packs. This article proposes a novel intelligent …

Data-driven state of charge estimation for lithium-ion battery packs based on Gaussian process regression

Z Deng, X Hu, X Lin, Y Che, L Xu, W Guo - Energy, 2020 - Elsevier
Since a battery pack consists of hundreds of cells in series and parallel, inconsistencies
between cells make it difficult to create an explicit model to simulate its behaviors effectively …

A critical review on inconsistency mechanism, evaluation methods and improvement measures for lithium-ion battery energy storage systems

J Tian, Y Fan, T Pan, X Zhang, J Yin, Q Zhang - … and Sustainable Energy …, 2024 - Elsevier
With the rapid development of electric vehicles and smart grids, the demand for battery
energy storage systems is growing rapidly. The large-scale battery system leads to …

Battery fault diagnosis for electric vehicles based on voltage abnormality by combining the long short-term memory neural network and the equivalent circuit model

D Li, Z Zhang, P Liu, Z Wang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Battery fault diagnosis is essential for ensuring safe and reliable operation of electric
vehicles. In this article, a novel battery fault diagnosis method is presented by combining the …