A review on electric vehicles: Technologies and challenges
Electric Vehicles (EVs) are gaining momentum due to several factors, including the price
reduction as well as the climate and environmental awareness. This paper reviews the …
reduction as well as the climate and environmental awareness. This paper reviews the …
Towards long lifetime battery: AI-based manufacturing and management
Technologies that accelerate the delivery of reliable battery-based energy storage will not
only contribute to decarbonization such as transportation electrification, smart grid, but also …
only contribute to decarbonization such as transportation electrification, smart grid, but also …
An improved feedforward-long short-term memory modeling method for the whole-life-cycle state of charge prediction of lithium-ion batteries considering current …
The whole-life-cycle state of charge (SOC) prediction plays a significant role in various
applications of lithium-ion batteries, but with great difficulties due to their internal capacity …
applications of lithium-ion batteries, but with great difficulties due to their internal capacity …
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 …
Advanced battery management strategies for a sustainable energy future: Multilayer design concepts and research trends
Lithium-ion batteries are promising energy storage devices for electric vehicles and
renewable energy systems. However, due to complex electrochemical processes, potential …
renewable energy systems. However, due to complex electrochemical processes, potential …
[HTML][HTML] Digital twin for battery systems: Cloud battery management system with online state-of-charge and state-of-health estimation
Battery management is critical to enhancing the safety, reliability, and performance of the
battery systems. This paper presents a cloud battery management system for battery …
battery systems. This paper presents a cloud battery management system for battery …
Data-driven state of charge estimation of lithium-ion batteries: Algorithms, implementation factors, limitations and future trends
Global carbon emissions caused by fossil fuels and diesel-based vehicles have urged the
necessity to move toward the development of electric vehicles and related battery storage …
necessity to move toward the development of electric vehicles and related battery storage …
State-of-charge estimation and remaining useful life prediction of supercapacitors
As a new type of energy storage device, supercapacitors are widely applied in various fields
owing to their irreplaceable extraordinary characteristics. The remaining useful life …
owing to their irreplaceable extraordinary characteristics. The remaining useful life …
State of charge estimation of lithium-ion battery for electric vehicles using machine learning algorithms
V Chandran, CK Patil, A Karthick… - World Electric Vehicle …, 2021 - mdpi.com
The durability and reliability of battery management systems in electric vehicles to forecast
the state of charge (SoC) is a tedious task. As the process of battery degradation is usually …
the state of charge (SoC) is a tedious task. As the process of battery degradation is usually …
State-of-health estimation and remaining-useful-life prediction for lithium-ion battery using a hybrid data-driven method
Lithium-ion (Li-ion) batteries have been widely applied in industrial applications. It is desired
to predict the health state of batteries to achieve optimal operation and health management …
to predict the health state of batteries to achieve optimal operation and health management …