A battery’s actual operational performance is dictated by electrode microstructure architectures besides electrode materials’ intrinsic properties. However, because of the complexities of coupled physics and microstructures, most electrode designs proceed by a traditional trial-and-error fashion. In this work, we employ a direct image-based multiphysics electrochemical simulation framework to perform detailed microstructure-level simulations in an unprecedented speed. Yet the results still contain all the details of multiphysics dynamics in the explicitly considered complex microstructure geometries. We use graphite electrodes to demonstrate these high-throughout-style microstructure simulations with the phase field approach to precisely model the phase transitions in individual graphite particles during lithiation/delithiation. Autonomous simulations were performed on series of automatically modified graphite electrode microstructures to extract the optimal design that enhances high-rate performance of thick electrodes. This presented simulation tool will greatly facilitate battery developers to identify electrode design to meet specific operation needs.
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