Explainable Fault Diagnosis Using Invertible Neural Networks-Part I: A Left Manifold-based Solution

Hongtian Chen; Biao Huang

doi:10.36227/techrxiv.24314065.v1

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Explainable Fault Diagnosis Using Invertible Neural Networks-Part I: A Left Manifold-based Solution

Hongtian Chen ,
Biao Huang

Abstract

The series includes two parts, articulating the two novel avenues of research on intelligent fault diagnosis (FD) for nonlinear feedback control systems. In Part I of the series, we design a novel FD paradigm by elaborating an invertible neural network (INN) for feedback control systems.