Evaluation of the safety standards system of power batteries for electric vehicles in China
In recent years, electric vehicle safety incidents related to batteries have occurred frequently
enough to question the adequacy of the current international safety standards. As the world's …
enough to question the adequacy of the current international safety standards. As the world's …
[HTML][HTML] Towards a safer lithium-ion batteries: A critical review on cause, characteristics, warning and disposal strategy for thermal runaway
Lithium-ion batteries have become the best choice for battery energy storage systems and
electric vehicles due to their excellent electrical performances and important contributions to …
electric vehicles due to their excellent electrical performances and important contributions to …
Intelligent estimation on state of health of lithium-ion power batteries based on failure feature extraction
H Zuo, J Liang, B Zhang, K Wei, H Zhu, J Tan - Energy, 2023 - Elsevier
In order to provide an accurate and reliable effective state-of-health (SOH) estimation, a
novel hybrid data-driven estimation method by failure feature extraction is proposed. Firstly …
novel hybrid data-driven estimation method by failure feature extraction is proposed. Firstly …
[HTML][HTML] Battery SOH estimation method based on gradual decreasing current, double correlation analysis and GRU
C Zhang, L Luo, Z Yang, S Zhao, Y He, X Wang… - Green Energy and …, 2023 - Elsevier
In intelligent lithium-ion battery management, the state of health (SOH) of battery is essential
for the batteries' running in electric vehicles. Popularly, the battery SOH is estimated by …
for the batteries' running in electric vehicles. Popularly, the battery SOH is estimated by …
Online health prognosis for lithium-ion batteries under dynamic discharge conditions over wide temperature range
S Liu, Y Nie, A Tang, J Li, Q Yu, C Wang - ETransportation, 2023 - Elsevier
Battery state of health assessment is crucial for enabling effective battery safety
management and optimization control. However, battery health estimation often becomes …
management and optimization control. However, battery health estimation often becomes …
State of health estimation of lithium-ion batteries based on multi-health features extraction and improved long short-term memory neural network
Accurate state of health estimation of lithium-ion batteries is essential to enhance the
reliability and safety of a battery system. However, the estimation accuracy based on a data …
reliability and safety of a battery system. However, the estimation accuracy based on a data …
A novel lithium-ion battery state of charge estimation method based on the fusion of neural network and equivalent circuit models
Accurate estimating the state of charge (SOC) can improve battery reliability, safety, and
extend battery service life. The existing battery models used for SOC estimation …
extend battery service life. The existing battery models used for SOC estimation …
State of health estimation method for lithium-ion batteries based on multiple dynamic operating conditions
Q Yu, Y Nie, S Liu, J Li, A Tang - Journal of Power Sources, 2023 - Elsevier
Lithium-ion battery state of health estimation is an important task for electric vehicles.
However, the uncertainty and complexity of operating conditions pose significant challenges …
However, the uncertainty and complexity of operating conditions pose significant challenges …
Health and lifespan prediction considering degradation patterns of lithium-ion batteries based on transferable attention neural network
With the continuous concern on the safety of battery systems, accurate and rapid
assessment of battery degradation is essential for practical applications. In this paper, a …
assessment of battery degradation is essential for practical applications. In this paper, a …
A Review of Expert Hybrid and Co-Estimation Techniques for SOH and RUL Estimation in Battery Management System with Electric Vehicle Application
To improve the functionality and efficiency of electric vehicles (EVs), the smart battery
management system (BMS) is essential. The accurate estimation of the state of health (SOH) …
management system (BMS) is essential. The accurate estimation of the state of health (SOH) …