公开(公告)号：US20240428077A1

公开(公告)日：2024-12-26

申请号：US18337501

申请日：2023-06-20

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Peng Hui Jiang ,  Jun Su ,  Dong Hui Liu ,  Jia Yu ,  Hua Wang ,  QING XIE

IPC: G06N3/086

Abstract: A method, computer system, and a computer program product for digital twin usage are provided. A first digital twin and performance data of the first digital twin are input into a first machine learning model to produce a second digital twin. The first machine learning model performs neural network-based data clustering. The first and second digital twins digitally represent a first physical entity. The second digital twin includes one or more changes from the first digital twin. Performance data of the second digital twin is analyzed. In response to the analysis indicating a problem with the second digital twin, implementation of the second digital twin is revoked and the first digital twin is reimplemented