DIGITAL TWIN SYSTEM FOR OPTIMIZED DESIGN AND VERIFICATION OF PEROVSKITE SOLAR CELL

    公开(公告)号:US20240273256A1

    公开(公告)日:2024-08-15

    申请号:US18440137

    申请日:2024-02-13

    IPC分类号: G06F30/20 G06N5/04

    CPC分类号: G06F30/20 G06N5/04

    摘要: Proposed is a digital twin system for digitizing technologies related to development of perovskite solar cells, performing design, test, simulation, and verification on materials, physical/chemical properties, and structures in a virtual environment, and designing and manufacturing an optimal perovskite solar cell. The digital twin system may provide a digital twin system for, when developing perovskite solar cells, identifying the efficiency of solar cells without directly conducting experiments, and through simulation of various environments using various learning/inference models, optimally designing perovskite-based solar cells. Also proposed is a digital twin system that is designed with a machine learning operations (MLOps) structure to have a configuration in which initially designed learning/inference models are updated to resemble the real environment as the learning/inference models undergo experiments, enabling testing in a more realistic virtual environment.