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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 …
Towards a smarter battery management system for electric vehicle applications: A critical review of lithium-ion battery state of charge estimation
Energy storage system (ESS) technology is still the logjam for the electric vehicle (EV)
industry. Lithium-ion (Li-ion) batteries have attracted considerable attention in the EV …
industry. Lithium-ion (Li-ion) batteries have attracted considerable attention in the EV …
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 …
Toward enhanced state of charge estimation of lithium-ion batteries using optimized machine learning techniques
State of charge (SOC) is a crucial index used in the assessment of electric vehicle (EV)
battery storage systems. Thus, SOC estimation of lithium-ion batteries has been widely …
battery storage systems. Thus, SOC estimation of lithium-ion batteries has been widely …
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) …
A review of key issues for control and management in battery and ultra-capacitor hybrid energy storage systems
The hybrid energy storage system is a kind of complex system including state coupling, input
coupling, environmental sensitivity, life degradation, and other characteristics. How to …
coupling, environmental sensitivity, life degradation, and other characteristics. How to …
A state of charge estimation method for lithium-ion batteries based on fractional order adaptive extended kalman filter
This paper focuses on the state of charge (SOC) estimation of a lithium-ion battery based on
a fractional-order adaptive extended Kalman filter (FO-AEKF). First, a fractional order model …
a fractional-order adaptive extended Kalman filter (FO-AEKF). First, a fractional order model …
[HTML][HTML] Current trends for state-of-charge (SoC) estimation in lithium-ion battery electric vehicles
Energy storage systems (ESSs) are critically important for the future of electric vehicles.
Despite this, the safety and management of ESSs require improvement. Battery …
Despite this, the safety and management of ESSs require improvement. Battery …
Estimation of lithium-ion batteries state-condition in electric vehicle applications: issues and state of the art
Lithium-ion batteries are the most used these days for charging electric vehicles (EV). It is
important to study the aging of batteries because the deterioration of their characteristics …
important to study the aging of batteries because the deterioration of their characteristics …
On full-life-cycle SOC estimation for lithium batteries by a variable structure based fractional-order extended state observer
X Zhao, Y Chen, L Chen, N Chen, H Wang, W Huang… - Applied Energy, 2023 - Elsevier
Accurate SOC estimation of lithium batteries are crucial for the efficient operation of new
energy storage systems. During the ageing of the battery, structure and parameters of the …
energy storage systems. During the ageing of the battery, structure and parameters of the …