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) …

A systematic review of lumped-parameter equivalent circuit models for real-time estimation of lithium-ion battery states

S Nejad, DT Gladwin, DA Stone - Journal of Power Sources, 2016 - Elsevier
This paper presents a systematic review for the most commonly used lumped-parameter
equivalent circuit model structures in lithium-ion battery energy storage applications. These …

Noise-immune model identification and state-of-charge estimation for lithium-ion battery using bilinear parameterization

Z Wei, G Dong, X Zhang, J Pou… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Accurate estimation of state of charge (SOC) is critical to the safe and efficient utilization of a
battery system. Model-based SOC observers have been widely used due to their high …

Optimization of hybrid pulse power characterization profile for equivalent circuit model parameter identification of Li-ion battery based on Taguchi method

J Sun, J Kainz - Journal of energy storage, 2023 - Elsevier
The modeling of Li-ion batteries is crucial for their stable and efficient operation. The
equivalent circuit model (ECM) is the most widely used battery model, for which parameter …

A review of multi-state joint estimation for lithium-ion battery: Research status and suggestions

F Liu, D Yu, C Shao, X Liu, W Su - Journal of Energy Storage, 2023 - Elsevier
With the rapid development and widespread application of smart grids, electric vehicles and
various electronic devices, the demand of lithium-ion battery (LIB) is constantly increasing …

Online model identification and state-of-charge estimate for lithium-ion battery with a recursive total least squares-based observer

Z Wei, C Zou, F Leng, BH Soong… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
The state-of-charge (SOC) observer with online model adaption generally has high accuracy
and robustness. However, the unexpected sensing of noises is shown to cause the biased …

An enhanced multi-state estimation hierarchy for advanced lithium-ion battery management

X Hu, H Jiang, F Feng, B Liu - Applied Energy, 2020 - Elsevier
As a critically important power source for modern electric vehicles, lithium-ion batteries need
to operate safely, reliably, and efficiently, which entails effective battery management …

Model-based fault diagnosis approach on external short circuit of lithium-ion battery used in electric vehicles

Z Chen, R **ong, J Tian, X Shang, J Lu - Applied energy, 2016 - Elsevier
This study investigates the external short circuit (ESC) fault characteristics of lithium-ion
battery experimentally. An experiment platform is established and the ESC tests are …

Condition monitoring in advanced battery management systems: Moving horizon estimation using a reduced electrochemical model

X Hu, D Cao, B Egardt - IEEE/ASME Transactions on …, 2017 - ieeexplore.ieee.org
Efficient battery condition monitoring is of particular importance in large-scale, high-
performance, and safety-critical mechatronic systems, eg, electrified vehicles and smart grid …

A comprehensive review of on-board State-of-Available-Power prediction techniques for lithium-ion batteries in electric vehicles

A Farmann, DU Sauer - Journal of Power Sources, 2016 - Elsevier
This study provides an overview of available techniques for on-board State-of-Available-
Power (SoAP) prediction of lithium-ion batteries (LIBs) in electric vehicles. Different …