Review on modeling and soc/soh estimation of batteries for automotive applications
Lithium-ion batteries have revolutionized the portable and stationary energy industry and
are finding widespread application in sectors such as automotive, consumer electronics …
are finding widespread application in sectors such as automotive, consumer electronics …
Feature engineering and artificial intelligence-supported approaches used for electric powertrain fault diagnosis: A review
Electric powertrain is constituted by electric machine transmission unit, inverter and battery
packs, etc., is a highly-integrated system. Its reliability and safety are not only related to …
packs, etc., is a highly-integrated system. Its reliability and safety are not only related to …
A compact and optimized neural network approach for battery state-of-charge estimation of energy storage system
Accurate estimations of battery state-of-charge (SOC) for energy storage systems are
popular research topics in recent years. Numerous challenges remain in several aspects …
popular research topics in recent years. Numerous challenges remain in several aspects …
A novel estimation of state of charge for the lithium-ion battery in electric vehicle without open circuit voltage experiment
R **ao, Y Hu, X Jia, G Chen - Energy, 2022 - Elsevier
The estimation of the state-of-charge (SOC) based on equivalent circuit model (ECMs) for
the lithium-ion battery has been widely adopted. The relationship between the open-circuit …
the lithium-ion battery has been widely adopted. The relationship between the open-circuit …
An improved forgetting factor recursive least square and unscented particle filtering algorithm for accurate lithium-ion battery state of charge estimation
As an indispensable part of the battery management system, accurately predicting the
estimation of the state of charge (SOC) has attracted more attention, which can improve the …
estimation of the state of charge (SOC) has attracted more attention, which can improve the …
Battery management system to estimate battery aging using deep learning and machine learning algorithms
S Harippriya, EE Vigneswaran… - Journal of Physics …, 2022 - iopscience.iop.org
One of the greatest challenges faced by Electric Vehicle (EV) manufactures is insufficient
charging stations. Estimating the aging of the battery in the electric vehicle helps the driver to …
charging stations. Estimating the aging of the battery in the electric vehicle helps the driver to …
A parallel deep learning algorithm with applications in process monitoring and fault prediction
Effective and timely fault detection and status monitoring of the industrial production process
is essential to fully guarantee the operational safety. However, massive multi-source …
is essential to fully guarantee the operational safety. However, massive multi-source …
[HTML][HTML] State of charge estimation of li-ion batteries based on the noise-adaptive interacting multiple model
C Huang, X Yu, Y Wang, Y Zhou, R Li - Energy Reports, 2021 - Elsevier
This paper presents a type of noise-adaptive (NA) interacting multiple model (IMM) algorithm
combined with an unscented Kalman filter (UKF) in order to address problems in poor …
combined with an unscented Kalman filter (UKF) in order to address problems in poor …
A novel joint support vector machine-cubature Kalman filtering method for adaptive state of charge prediction of lithium-ion batteries
Accurate estimation of SOC of lithium-ion batteries has always been an important work in the
battery management system. However, it is often very difficult to accurately estimate the SOC …
battery management system. However, it is often very difficult to accurately estimate the SOC …
Deep learning with spatial attention-based CONV-LSTM for SOC estimation of lithium-ion batteries
H Tian, J Chen - Processes, 2022 - mdpi.com
Accurate estimation of the state of charge (SOC) is an indispensable part of a vehicle
management system. The accurate estimation of SOC can ensure the safe and reliable …
management system. The accurate estimation of SOC can ensure the safe and reliable …