Image-based high-throughput microstructure electrochemical simulations of battery electrode
時間:2024年07月16日 (二) 14:00
主持人:田弘康 教授
講者:Prof. Hui-Chia Yu
服務單位:Chemical Engineering and Materials Science (ChEMS), Michigan State University, USA
講題:Image-based high-throughput microstructure electrochemical simulations of battery electrode
地點:四樓創意講堂
摘要 :
While the battery research community has been actively searching for high-performance electrode materials, the importance of electrode architecture is often overlooked. In fact, a battery’s operational performance is dictated by electrode microstructures. However, computational studies at microstructure level are poorly embraced. In this talk, we will introduce an image-based numerical method that allows a facile implementation for electrochemical simulations of multiphysics processes in explicitly considered electrode complex microstructures. We will use simulations to unravel the complicated interactions between graphite and hard carbon particles in hybrid anodes, and how that affects the their cycling behavior. Next, thanks to the capability of rapidly implementing direct voxel-based simulations, we will demonstrate a high-throughput framework of autonomous high fidelity microstructure electrochemical simulations to screen optimal secondary structures, e.g., tunnels, for high-rate charge of thick electrodes. As we are open sourcing this simulation framework, we believe this tool is greatly useful for battery developers and materials scientists.
學經歷 :
Bio sketch:
Hui-Chia Yu joined MSU in 2017. He is jointly appointed in the Department of Computational Mathematics, Science and Engineering and the Department of Chemical Engineering and Materials Science. His expertise is simulating moving boundary problems, such as phase transformation, crack propagation, and two-phase flow, using the phase-field method or level set method. He also works on algorithm development for complex microstructure simulations, and applies the method to study various materials phenomena, such as electrochemical process in porous electrodes, solid and fluid mechanics, sintering process, and diamond growth.
Education:
Ph.D. Materials Science and Engineering, University of Michigan
M.S. Mechanical Engineering, University of Michigan
B.S. Mechanical Engineering, National Tsing Hua University