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 …
Review on state-of-health of lithium-ion batteries: Characterizations, estimations and applications
Abstract State-of-health (SOH) monitoring of lithium-ion batteries plays a key role in the
reliable and safe operation of battery systems. Influenced by multiple factors, SOH is an …
reliable and safe operation of battery systems. Influenced by multiple factors, SOH is an …
A comprehensive equivalent circuit model for lithium-ion batteries, incorporating the effects of state of health, state of charge, and temperature on model parameters
The equivalent circuit model (ECM) is a battery model often used in the battery management
system (BMS) to monitor and control lithium-ion batteries (LIBs). The accuracy and …
system (BMS) to monitor and control lithium-ion batteries (LIBs). The accuracy and …
Machine learning pipeline for battery state-of-health estimation
Lithium-ion batteries are ubiquitous in applications ranging from portable electronics to
electric vehicles. Irrespective of the application, reliable real-time estimation of battery state …
electric vehicles. Irrespective of the application, reliable real-time estimation of battery state …
A review on state of health estimations and remaining useful life prognostics of lithium-ion batteries
Lithium-ion batteries have been generally used in industrial applications. In order to ensure
the safety of the power system and reduce the operation cost, it is particularly important to …
the safety of the power system and reduce the operation cost, it is particularly important to …
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 …
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 …
General discharge voltage information enabled health evaluation for lithium-ion batteries
State of health (SOH) is essential for battery management, timely maintenance, and safety
incident avoidance. For specific applications, a variety of SOH estimation methods have …
incident avoidance. For specific applications, a variety of SOH estimation methods have …
The co-estimation of state of charge, state of health, and state of function for lithium-ion batteries in electric vehicles
P Shen, M Ouyang, L Lu, J Li… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
This paper proposes a co-estimation scheme of state of charge (SOC), state of health (SOH),
and state of function (SOF) for lithium-ion batteries in electric vehicles. The co-estimation …
and state of function (SOF) for lithium-ion batteries in electric vehicles. The co-estimation …
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 …