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 …
A review of lithium-ion battery state of charge estimation and management system in electric vehicle applications: Challenges and recommendations
Due to increasing concerns about global warming, greenhouse gas emissions, and the
depletion of fossil fuels, the electric vehicles (EVs) receive massive popularity due to their …
depletion of fossil fuels, the electric vehicles (EVs) receive massive popularity due to their …
State-of-charge estimation of LiFePO4 batteries in electric vehicles: A deep-learning enabled approach
State of charge (SOC) estimation constitutes a critical task of battery management systems.
Conventional SOC estimation methods designed for dynamic profiles have difficulties in …
Conventional SOC estimation methods designed for dynamic profiles have difficulties in …
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 …
Investigating the error sources of the online state of charge estimation methods for lithium-ion batteries in electric vehicles
Sate of charge (SOC) estimation is generally acknowledged as one of the most important
functions in battery management system for lithium-ion batteries in new energy vehicles …
functions in battery management system for lithium-ion batteries in new energy vehicles …
A comprehensive review of state of charge estimation in lithium-ion batteries used in electric vehicles
V Selvaraj, I Vairavasundaram - Journal of Energy Storage, 2023 - Elsevier
In the recent era, Electric Vehicles (EVs) has been emerged as the top concern in the
automobile sector because of their eco-friendly nature. The application of Lithium-ion …
automobile sector because of their eco-friendly nature. The application of Lithium-ion …
A review of lithium-ion battery state of charge estimation based on deep learning: Directions for improvement and future trends
Y Liu, Y He, H Bian, W Guo, X Zhang - Journal of Energy Storage, 2022 - Elsevier
With the rapid growth in productivity, the need for fossil has increased, spurring research
and development of new energy sources. In the automotive industry, the development of …
and development of new energy sources. In the automotive industry, the development of …
State-of-charge estimation of li-ion battery in electric vehicles: A deep neural network approach
The state of charge (SOC) is a crucial parameter of a battery management system for Li-ion
batteries. The SOC indicates the amount of charge left in the battery of electric vehicles-akin …
batteries. The SOC indicates the amount of charge left in the battery of electric vehicles-akin …
State of the art of lithium-ion battery SOC estimation for electrical vehicles
Sate of charge (SOC) accurate estimation is one of the most important functions in a battery
management system for battery packs used in electrical vehicles. This paper focuses on …
management system for battery packs used in electrical vehicles. This paper focuses on …
A comparative study of different equivalent circuit models for estimating state-of-charge of lithium-ion batteries
An appropriate model is a prerequisite for accurate state-of-charge (SOC) estimation. The
widely used equivalent circuit models (ECMs) employ a variety of forms; thus, to find the …
widely used equivalent circuit models (ECMs) employ a variety of forms; thus, to find the …