A comprehensive review on the state of charge estimation for lithium‐ion battery based on neural network
Implementing carbon neutrality and emission peak policies requires a high‐level electric
vehicle field. Lithium‐ion batteries have been considered an essential component of electric …
vehicle field. Lithium‐ion batteries have been considered an essential component of electric …
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 …
State estimation for advanced battery management: Key challenges and future trends
Batteries are presently pervasive in portable electronics, electrified vehicles, and renewable
energy storage. These indispensable engineering applications are all safety-critical and …
energy storage. These indispensable engineering applications are all safety-critical and …
An overview of electricity powered vehicles: Lithium-ion battery energy storage density and energy conversion efficiency
J Wen, D Zhao, C Zhang - Renewable Energy, 2020 - Elsevier
Electricity powered vehicles/Electric vehicles using renewable energy are becoming more
and more popular, since they have become an effective way to solve energy shortage, and …
and more popular, since they have become an effective way to solve energy shortage, and …
Co-estimation of state of charge and state of health for lithium-ion batteries based on fractional-order calculus
Lithium-ion batteries have emerged as the state-of-the-art energy storage for portable
electronics, electrified vehicles, and smart grids. An enabling Battery Management System …
electronics, electrified vehicles, and smart grids. An enabling Battery Management System …
A comprehensive review of available battery datasets, RUL prediction approaches, and advanced battery management
Battery ensures power solutions for many necessary portable devices such as electric
vehicles, mobiles, and laptops. Owing to the rapid growth of Li-ion battery users, unwanted …
vehicles, mobiles, and laptops. Owing to the rapid growth of Li-ion battery users, unwanted …
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 …
Deep learning approach towards accurate state of charge estimation for lithium-ion batteries using self-supervised transformer model
Accurate state of charge (SOC) estimation of lithium-ion (Li-ion) batteries is crucial in
prolonging cell lifespan and ensuring its safe operation for electric vehicle applications. In …
prolonging cell lifespan and ensuring its safe operation for electric vehicle applications. In …
State of health prediction of lithium-ion batteries based on machine learning: Advances and perspectives
Accurate state of health (SOH) prediction is significant to guarantee operation safety and
avoid latent failures of lithium-ion batteries. With the development of communication and …
avoid latent failures of lithium-ion batteries. With the development of communication and …
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 …