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 of charge estimation for lithium-ion batteries using model-based and data-driven methods: A review
Lithium-ion battery is an appropriate choice for electric vehicle (EV) due to its promising
features of high voltage, high energy density, low self-discharge and long lifecycles. The …
features of high voltage, high energy density, low self-discharge and long lifecycles. The …
Overview of model-based online state-of-charge estimation using Kalman filter family for lithium-ion batteries
P Shrivastava, TK Soon, MYIB Idris… - … and Sustainable Energy …, 2019 - Elsevier
Carbon impression and the growing reliance on fossil fuels are two unique concerns for
world emission regulatory agencies. These issues have placed electric vehicles (EVs) …
world emission regulatory agencies. These issues have placed electric vehicles (EVs) …
State of charge prediction of EV Li-ion batteries using EIS: A machine learning approach
Due to the significantly complex and nonlinear behavior of li-ion batteries, forecasting the
state of charge (SOC) of the batteries is still a great challenge. Therefore, accurate SOC …
state of charge (SOC) of the batteries is still a great challenge. Therefore, accurate SOC …
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 …
[HTML][HTML] A comparison of methodologies for the non-invasive characterisation of commercial Li-ion cells
Lithium-ion cells currently power almost all electronic devices and power tools; they are a
key enabling technology for electric vehicles and are increasingly considered to be the …
key enabling technology for electric vehicles and are increasingly considered to be the …
Critical review of the methods for monitoring of lithium-ion batteries in electric and hybrid vehicles
W Waag, C Fleischer, DU Sauer - Journal of Power Sources, 2014 - Elsevier
Lithium-ion battery packs in hybrid and pure electric vehicles are always equipped with a
battery management system (BMS). The BMS consists of hardware and software for battery …
battery management system (BMS). The BMS consists of hardware and software for battery …
[HTML][HTML] Combined state of charge and state of health estimation over lithium-ion battery cell cycle lifespan for electric vehicles
Abstract A combined SOC (State Of Charge) and SOH (State Of Health) estimation method
over the lifespan of a lithium-ion battery is proposed. First, the SOC dependency of the …
over the lifespan of a lithium-ion battery is proposed. First, the SOC dependency of the …
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 …
A comprehensive review of battery state of charge estimation techniques
Battery energy storage systems are becoming an integral part of the modern power grid,
mainly to maximise the utilisation of renewable energy sources and negate the intermittence …
mainly to maximise the utilisation of renewable energy sources and negate the intermittence …