Optimizing battery design for fast charge through a genetic algorithm based multi-objective optimization framework

C Liu, L Liu - ECS transactions, 2017 - iopscience.iop.org
Batteries have higher power density than before, and electric vehicles (EVs) can travel
longer distance per charge which can be comparable to conventional vehicles. However, it …

Multi-scale design optimization of electric vehicles by analytical target cascading: From battery cell level to marketing level

YK Lee, U Lee, N Kang - Journal of Cleaner Production, 2022 - Elsevier
The trend of vehicle electrification is rapidly growing and is likely to continue in the future.
However, electric vehicles (EVs) with high vehicle performance, energy efficiency, and low …

Multi-objective optimization for fast charging design of lithium-ion batteries using constrained Bayesian optimization

X Wang, B Jiang - Journal of Power Sources, 2023 - Elsevier
Fast charging of lithium-ion battery accounting for both charging time and battery
degradation is key to modern electric vehicles. The challenges of fast charging optimization …

Feature-Driven Closed-Loop Optimization for Battery Fast Charging Design with Machine Learning

Y Zhang, D Han, R Xiong - Journal of The Electrochemical …, 2023 - iopscience.iop.org
Electric vehicle batteries must possess fast rechargeability. However, fast charging of lithium-
ion batteries remains a great challenge. This paper develops a feature-driven closed-loop …

Engineering design of battery module for electric vehicles: comprehensive framework development based on density functional theory, topology optimization, machine …

N Ghosh, A Garg, W Li, L Gao… - Journal of …, 2022 - asmedigitalcollection.asme.org
Battery technology has been a hot spot for many researchers lately. Electrochemical
researchers have been focusing on the synthesis and design of battery materials; …

[HTML][HTML] Lithium-ion battery charging optimization based on electrical, thermal and aging mechanism models

J Tian, S Li, X Liu, D Yang, P Wang, G Chang - Energy Reports, 2022 - Elsevier
The development of power batteries has driven the popularity of electric vehicles (EVs). For
EV, charging management directly affects battery pack performance and vehicle portability …

A novel multiobjective charging optimization method of power lithium‐ion batteries based on charging time and temperature rise

J Sun, Q Ma, R Liu, T Wang… - International Journal of …, 2019 - Wiley Online Library
Power lithium‐ion batteries have been widely utilized in energy storage system and electric
vehicles, because these batteries are characterized by high energy density and power …

Fast charging design for Lithium-ion batteries via Bayesian optimization

B Jiang, MD Berliner, K Lai, PA Asinger, H Zhao… - Applied Energy, 2022 - Elsevier
Lithium-ion batteries are one of the most commonly used energy storage device for electric
vehicles. As battery chemistries continue to advance, an important question concerns how to …

Health-aware multiobjective optimal charging strategy with coupled electrochemical-thermal-aging model for lithium-ion battery

Y Gao, X Zhang, B Guo, C Zhu… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Battery fast charging strategies have gained an increasing interest toward the convenience
of battery applications but may unduly degrade or damage the batteries. To harness these …

Health conscious fast charging of Li-ion batteries via a single particle model with aging mechanisms

X Lin, X Hao, Z Liu, W Jia - Journal of Power Sources, 2018 - Elsevier
Battery fast charging is one of the most significant and difficult techniques that affects the
acceptance of the electric vehicles. Due to the complex electrochemical reactions, fast …