Synthetic Data-Integrated Li-ion Battery Modeling for eVTOL Energy Systems

M Qasem, S Stoyanov, S Ratrout, M Haddadin… - IEEE …, 2024 - ieeexplore.ieee.org
Lithium-ion batteries play a crucial role in present-day energy storage systems,
necessitating the development of precise prediction models to improve their performance …

Development of Battery Hardware-In-the-Loop System Implemented with Reduced-Order Electrochemistry Li-Ion Battery Models

T Lee, G Kaid, J Blankenship… - Lithium Ion Batteries in …, 2016 - books.google.com
Aggressive battery usage profiles in electrified vehicle applications require extensive efforts
in developing battery management strategy and system design determination to guarantee …

Towards efficient models for lithium ion batteries

VD Diwakar - 2009 - search.proquest.com
Lithium ion (Li-ion) batteries offer excellent cycle life, no memory effect, and high energy
density when compared to competing chemistries like NiCd, NiMH, etc. These …

Lithium-ion battery model parametrisation: BatPar an all-in-one toolkit for equivalent circuit models

T Zhu, R Tomlin, C Garcia, S Rawat, T Holland… - Journal of Energy …, 2024 - Elsevier
Accurate models of batteries are crucial for understanding their performance, safety, and
longevity in applications ranging from mobile devices to electric vehicles. Equivalent Circuit …

[HTML][HTML] A semi-empirical, electrochemistry-based model for Li-ion battery performance prediction over lifetime

M Varini, PE Campana, G Lindbergh - Journal of Energy Storage, 2019 - Elsevier
Predicting the performance of Li-ion batteries over lifetime is necessary for design and
optimal operation of integrated energy systems, as electric vehicles and energy grids. For …

Li-ion battery models and a simplified online technique to identify parameters of electric equivalent circuit model for EV applications

B Arabsalmanabadi, N Tashakor… - IECON 2020 The …, 2020 - ieeexplore.ieee.org
Reducing the computational burden and improving the accuracy are in the two opposite
sides of every electrical equivalent circuit model (EECM) for batteries. In this paper, a novel …

State Estimation of Lithium-ion Battery for Electric Vehicle Application: Types, Design Methods, and Future Trends

R Kumar - Energy Efficient Vehicles, 2024 - taylorfrancis.com
The chapter provides a comprehensive review of state estimation techniques specifically
applied to lithium-ion batteries used in electric vehicle (EV) applications. State estimation …

Integrating physics-based modeling with machine learning for lithium-ion batteries

H Tu, S Moura, Y Wang, H Fang - Applied energy, 2023 - Elsevier
Mathematical modeling of lithium-ion batteries (LiBs) is a primary challenge in advanced
battery management. This paper proposes two new frameworks to integrate physics-based …

Modeling of lithium-ion battery performance and thermal behavior in electrified vehicles

S Seyed Ehsan - 2015 - uwspace.uwaterloo.ca
Electric vehicles (EVs) have received significant attention over the past few years as a
sustainable and efficient green transportation alternative. However, severe challenges, such …

A high-fidelity hybrid lithium-ion battery model for state of energy and circuit characteristics prediction

K Li, BH Soong, KJ Tseng - 2017 IEEE Power & Energy Society …, 2017 - ieeexplore.ieee.org
The state of energy (SOE) of Li-ion batteries is a key indicator for the energy optimization
and management of energy storage devices (ESDs) in electric vehicles and smart grids. To …