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) …

Thermal issues about Li-ion batteries and recent progress in battery thermal management systems: A review

H Liu, Z Wei, W He, J Zhao - Energy conversion and management, 2017 - Elsevier
Electrical vehicles have the capability to lessen the severe threats of energy crisis and
environment pollution. The Lithium ion battery as a promising solution for the energy storage …

Review of simplified Pseudo-two-Dimensional models of lithium-ion batteries

A Jokar, B Rajabloo, M Désilets, M Lacroix - Journal of Power Sources, 2016 - Elsevier
Over the last decade, many efforts have been deployed to develop models for the prediction,
the control, the optimization and the parameter estimation of Lithium-ion (Li-ion) batteries. It …

Predicting the state of charge and health of batteries using data-driven machine learning

MF Ng, J Zhao, Q Yan, GJ Conduit… - Nature Machine …, 2020 - nature.com
Abstract Machine learning is a specific application of artificial intelligence that allows
computers to learn and improve from data and experience via sets of algorithms, without the …

Battery energy storage models for optimal control

DM Rosewater, DA Copp, TA Nguyen, RH Byrne… - IEEE …, 2019 - ieeexplore.ieee.org
As batteries become more prevalent in grid energy storage applications, the controllers that
decide when to charge and discharge become critical to maximizing their utilization …

Towards rational mechanical design of inorganic solid electrolytes for all-solid-state lithium ion batteries

X Ke, Y Wang, G Ren, C Yuan - Energy Storage Materials, 2020 - Elsevier
All-solid-state lithium ion batteries are being actively considered as promising candidates for
next-generation energy storage applications. Compared with conventional lithium ion …

Li-ion cell operation at low temperatures

Y Ji, Y Zhang, CY Wang - Journal of The Electrochemical Society, 2013 - iopscience.iop.org
Substantially reduced energy and power capabilities of lithium-ion cell operating at low
temperatures pose a technical barrier for market penetration of hybrid electric vehicles and …

Lionsimba: a matlab framework based on a finite volume model suitable for li-ion battery design, simulation, and control

M Torchio, L Magni, RB Gopaluni… - Journal of The …, 2016 - iopscience.iop.org
Consumer electronics, wearable and personal health devices, power networks, microgrids,
and hybrid electric vehicles (HEVs) are some of the many applications of lithium-ion …

Mathematical modelling of electrochemical, thermal and degradation processes in lithium-ion cells—A comprehensive review

R Mehta, A Gupta - Renewable and Sustainable Energy Reviews, 2024 - Elsevier
The demand for electrochemical energy storage devices is rising rapidly as the world shifts
its energy dependence from fossil fuels to renewable sources. In the last few decades, this …

Development of the all‐vanadium redox flow battery for energy storage: a review of technological, financial and policy aspects

G Kear, AA Shah, FC Walsh - International journal of energy …, 2012 - Wiley Online Library
The commercial development and current economic incentives associated with energy
storage using redox flow batteries (RFBs) are summarised. The analysis is focused on the …