A dynamic multi-stage design framework for staged deployment optimization of highly stochastic systems

B Hamdan, Z Liu, K Ho, İE Büyüktahtakın… - Structural and …, 2023 - Springer
The need for staged design optimization for multidisciplinary systems with strong, cross-
system links and complex systems has been acknowledged in various contexts. This is …

Cooling-Guided Diffusion Model for Battery Cell Arrangement

N Sung, Z Liu, P Wang… - … and Information in …, 2024 - asmedigitalcollection.asme.org
Our study introduces a Generative AI method that employs a cooling-guided diffusion model
to optimize the layout of battery cells, a crucial step for enhancing the cooling performance …

Control Co-Design of Battery Packs With Immersion Cooling

Z Liu, J Wu, W Fu, P Kabirzadeh… - ASME …, 2023 - asmedigitalcollection.asme.org
To efficiently increase the energy density of the battery pack, cell-to-pack has become a
widely used packing technology for electric vehicles. Among different cooling methods …

Life Cycle Assessment for Manufacturing of Solid Electrolytes

Z Liu, KW Lan, PV Braun, Y Li… - … Conference and Expo …, 2024 - ieeexplore.ieee.org
As the trend toward transportation electrification grows, the demand for batteries is
increasing significantly. Thus, the development of the next generation of batteries is …

Battery Arrangement Analysis for Electric Vehicle using Air Cooling

MFIM Farid, F Jerai, NA Yahaya, A Amir… - Journal of Advanced …, 2024 - akademiabaru.com
Effective thermal management is paramount for sustaining the optimal operational
temperature of batteries in Electrical Vehicles (EV), thereby enhancing their longevity and …