A Hybrid Neural Ordinary Differential Equation Based Digital Twin Modeling and Online Diagnosis for an Industrial Cooling Fan

A Hybrid Neural Ordinary Differential Equation Based Digital Twin Modeling and Online Diagnosis for an Industrial Cooling Fan

Digital twins can reflect the dynamical behavior of the identified system, enabling self-diagnosis and prediction in the digital world to optimize the intelligent manufacturing process. One of the key benefits of digital twins is the ability to provide real-time data analysis during operation, which...

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Bibliographic Details
Main Authors: Chao-Chung Peng, Yi-Ho Chen
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Future Internet
Subjects:
neural ODE
system identification
data-driven modeling
digital twin
diagnosis
Online Access:https://www.mdpi.com/1999-5903/15/9/302

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https://www.mdpi.com/1999-5903/15/9/302

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