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A comprehensive review of battery modeling and state estimation approaches for advanced battery management systems
With the rapid development of new energy electric vehicles and smart grids, the demand for
batteries is increasing. The battery management system (BMS) plays a crucial role in the …
batteries is increasing. The battery management system (BMS) plays a crucial role in the …
[HTML][HTML] Advances in Integrated System Health Management for mission-essential and safety-critical aerospace applications
Abstract Integrated System Health Management (ISHM) is a promising technology that fuses
sensor data and historical state-of-health information of components and subsystems to …
sensor data and historical state-of-health information of components and subsystems to …
A robust observer based on the nonlinear descriptor systems application to estimate the state of charge of lithium-ion batteries
S Meng, F Meng, H Chi, H Chen, A Pang - Journal of the Franklin Institute, 2023 - Elsevier
A robust observer based on nonlinear descriptor systems is applied to estimate lithium-ion
batteries' state of charge (SOC). We creatively take the relationship between the battery's …
batteries' state of charge (SOC). We creatively take the relationship between the battery's …
State-of-charge estimation of lithium-ion battery using an improved neural network model and extended Kalman filter
Accurate state-of-charge (SoC) estimation is remarkably difficult due to nonlinear
characteristics of batteries and complex application environment in electric vehicles (EVs) …
characteristics of batteries and complex application environment in electric vehicles (EVs) …
State of charge estimation of lithium-ion battery based on improved forgetting factor recursive least squares-extended Kalman filter joint algorithm
C Ge, Y Zheng, Y Yu - Journal of Energy Storage, 2022 - Elsevier
In order to solve the problem that forgetting factor recursive least squares (FFRLS) is prone
to abnormal jitter and even divergence under complex working conditions, improved …
to abnormal jitter and even divergence under complex working conditions, improved …
A review of multi-state joint estimation for lithium-ion battery: Research status and suggestions
F Liu, D Yu, C Shao, X Liu, W Su - Journal of Energy Storage, 2023 - Elsevier
With the rapid development and widespread application of smart grids, electric vehicles and
various electronic devices, the demand of lithium-ion battery (LIB) is constantly increasing …
various electronic devices, the demand of lithium-ion battery (LIB) is constantly increasing …
An extended Kalman filter based data-driven method for state of charge estimation of Li-ion batteries
X Liu, K Li, J Wu, Y He, X Liu - Journal of Energy Storage, 2021 - Elsevier
Accurate state-of-charge (SOC) estimation, which can effectively prevent battery overcharge
and over-discharge, provide accurate driving range and extend battery life, is challenging …
and over-discharge, provide accurate driving range and extend battery life, is challenging …
Progress and perspectives of liquid metal batteries
S Wu, X Zhang, R Wang, T Li - Energy Storage Materials, 2023 - Elsevier
The increasing demands for the penetration of renewable energy into the grid urgently call
for low-cost and large-scale energy storage technologies. With an intrinsic dendrite-free …
for low-cost and large-scale energy storage technologies. With an intrinsic dendrite-free …
State of charge (SOC) estimation of lithium-ion battery based on adaptive square root unscented kalman filter
The improved battery management system (BMS) can give full play to the best performance
of power battery, and the state of charge (SOC) estimation of power lithium-ion battery is the …
of power battery, and the state of charge (SOC) estimation of power lithium-ion battery is the …
Recent progress and future trends on the state of charge estimation methods to improve battery-storage efficiency: A review
Battery storage systems are subject to frequent charging/discharging cycles, which reduce
the operational life of the battery and reduce system reliability in the long run. As such …
the operational life of the battery and reduce system reliability in the long run. As such …