no code implementations • 29 Mar 2024 • Zhongzhi Li, Rong Fan, Jingqi Tu, Jinyi Ma, Jianliang Ai, Yiqun Dong
Fault diagnosis plays a crucial role in maintaining the operational integrity of mechanical systems, preventing significant losses due to unexpected failures.
no code implementations • 20 Feb 2024 • Zhongzhi Li, Jingqi Tu, Jiacheng Zhu, Jianliang Ai, Yiqun Dong
The multi-scale uncertainty analysis is obtained by using the distribution characteristics of global and local latent variables.
no code implementations • 27 Jul 2022 • Zhongzhi Li, Yunmei Zhao, Jinyi Ma, Jianliang Ai, Yiqun Dong
In this paper, we first propose a data augmentation method which inflates the stacked image to a larger size (correspondent to the VGG16 net developed in the machine vision realm).
no code implementations • 18 Jun 2022 • Hang Zhao, Jinyi Ma, Zhongzhi Li, Yiqun Dong, Jianliang Ai
In this paper, a novel data-driven approach named Augmented Imagefication for Fault detection (FD) of aircraft air data sensors (ADS) is proposed.