A review of safety strategies of a Li-ion battery

PV Chombo, Y Laoonual - Journal of Power Sources, 2020 - Elsevier
Since the burst of sales of electric vehicles in the world market, there have been frequently
reported fire accidents throughout the globe. These accidents have led into the demise of …

A review on prognostics and health management (PHM) methods of lithium-ion batteries

H Meng, YF Li - Renewable and Sustainable Energy Reviews, 2019 - Elsevier
Batteries are prevalent energy providers for modern systems. They can also be regarded as
storage units for renewable and sustainable energy. Failures of batteries can bring huge …

State of charge and state of energy estimation for lithium-ion batteries based on a long short-term memory neural network

L Ma, C Hu, F Cheng - Journal of Energy Storage, 2021 - Elsevier
State of charge (SOC) and state of energy (SOE) are two crucial battery states which
correspond to available capacity in Ah and available energy in Wh, respectively. Both of …

A survey of methods for monitoring and detecting thermal runaway of lithium-ion batteries

Z Liao, S Zhang, K Li, G Zhang, TG Habetler - Journal of Power Sources, 2019 - Elsevier
Lithium-ion batteries have many advantages such as the high specific energy, the high
specific power, the long calendar life, being environmentally friendly, and can be used …

Stacked bidirectional LSTM RNN to evaluate the remaining useful life of supercapacitor

C Liu, Y Zhang, J Sun, Z Cui… - International Journal of …, 2022 - Wiley Online Library
To predict the remaining useful life of supercapacitor, a data‐based model is established by
using a stacked bidirectional long short‐term memory recurrent neural network. On the basis …

A novel fractional order model for state of charge estimation in lithium ion batteries

R Xiong, J Tian, W Shen, F Sun - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Battery models are the cornerstone to battery state of charge (SOC) estimation and battery
management systems in electric vehicles. This paper proposes a novel fractional-order …

System design and realization of a solar-powered electric vehicle charging station

SM Shariff, MS Alam, F Ahmad, Y Rafat… - IEEE Systems …, 2019 - ieeexplore.ieee.org
The alarming situation of global warming leads to the full adoption of the renewable energy-
based transportation system. However, their sustainable deployment at a mass level has …

A comprehensive review of battery state of charge estimation techniques

MU Hassan, S Saha, ME Haque, S Islam… - Sustainable Energy …, 2022 - Elsevier
Battery energy storage systems are becoming an integral part of the modern power grid,
mainly to maximise the utilisation of renewable energy sources and negate the intermittence …

Transfer learning-based state of charge estimation for lithium-ion battery at varying ambient temperatures

Y Qin, S Adams, C Yuen - IEEE Transactions on Industrial …, 2021 - ieeexplore.ieee.org
Accurate and reliable state of charge (SoC) estimation becomes increasingly important to
provide a stable and efficient environment for Lithium-ion batteries (LiBs) powered devices …

Application of electrochemical impedance spectroscopy in battery management system: State of charge estimation for aging batteries

L Wang, X Zhao, Z Deng, L Yang - Journal of Energy Storage, 2023 - Elsevier
For electric vehicles (EVs) and hybrid electric vehicles (HEVs), the accurate estimation of
state of charge (SoC) has always been the focus of research. The commonly used SoC …