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 …

[HTML][HTML] Multiphysics simulation optimization framework for lithium-ion battery pack design for electric vehicle applications

M Astaneh, J Andric, L Löfdahl, P Stopp - Energy, 2022 - Elsevier
Large-scale commercialization of electric vehicles (EVs) seeks to develop battery systems
with higher energy efficiency and improved thermal performance. Integrating simulation …

[HTML][HTML] An optimization framework of electric vehicle (EV) batteries for product eco-design

C Zhang, Y Liu, Y Qian, H Bao - Procedia CIRP, 2020 - Elsevier
Electric vehicle (EV) batteries vary from electrode materials, cell packaging to modular
configuration. The tradeoffs between their environmental, functional and economical …

Holistic battery system design optimization for electric vehicles using a multiphysically coupled lithium-ion battery design tool

A Epp, R Wendland, J Behrendt, R Gerlach… - Journal of Energy …, 2022 - Elsevier
Significant challenges appear in the multiphysical engineering process of battery systems
for electric vehicles. Thereby, individual standalone simulation models offer essential …

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 …

Optimization strategy for coupled battery system design models using Gaussian Process Regression and Classification

A Epp, JC Hahn, DU Sauer - Journal of Energy Storage, 2022 - Elsevier
In the development of battery systems for electric vehicles (EV), numerous components from
different physical subareas must be harmonized with each other. Automotive engineers …

A survey on design optimization of battery electric vehicle components, systems, and management

E Acar, N Jain, P Ramu, C Hwang, I Lee - Structural and Multidisciplinary …, 2024 - Springer
This paper presents a comprehensive survey of optimization developments in various
aspects of electric vehicles (EVs). The survey covers optimization of the battery, including …

Large-scale energy storage system design and optimization for emerging electric-drive vehicles

J Wu, J Wang, K Li, H Zhou, Q Lv… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Energy consumption and the associated environmental impact are a pressing challenge
faced by the transportation sector. Emerging electric-drive vehicles have shown promises for …

Multi-objective Bayesian optimization of lithium-ion battery cells for electric vehicle operational scenarios

A Gaonkar, H Valladares, A Tovar, L Zhu… - Electronic …, 2022 - mdpi.com
The development of lithium-ion batteries (LIBs) based on current practice allows an energy
density increase estimated at 10% per year. However, the required power for portable …

Integrating battery degradation in a cost of ownership framework for hybrid electric vehicle design optimization

AP Vora, X Jin, V Hoshing, G Shaver… - Proceedings of the …, 2019 - journals.sagepub.com
Prior design optimization efforts do not capture the impact of battery degradation and
replacement on the total cost of ownership, even though the battery is the most expensive …