Shrinkage mamba relation network with out-of-distribution data augmentation for rotating machinery fault detection and localization under zero-faulty data

Deep Convolutional Transfer Learning Network: A New Method for Intelligent Fault Diagnosis of Machines With Unlabeled Data

Liang Guo, Yaguo Lei, Saibo Xing et al. · IEEE Transactions on Industrial Electronics · 2018 · 1.2K citations

Computing, Computer Science, Artificial Intelligence +16

Deep Subdomain Adaptation Network for Image Classification

Yongchun Zhu, Fuzhen Zhuang, Jindong Wang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 1.2K citations · Full text

Computing, Computer Science, Computer Vision +8

Multi-Layer domain adaptation method for rolling bearing fault diagnosis

Xiang Li, Qian Ding, Jian‐Qiao Sun · Signal Processing · 2018 · 463 citations · Full text

Engineering, Industrial Engineering, Systems Engineering +11

Fault detection of wind turbine based on SCADA data analysis using CNN and LSTM with attention mechanism

Ling Xiang, Penghe Wang, Xin Yang et al. · Measurement · 2021 · 385 citations

Computing, Computer Science, Data Science +17

An explainable artificial intelligence approach for unsupervised fault detection and diagnosis in rotating machinery

Lucas Costa Brito, Gian Antonio Susto, Jorge Nei Brito et al. · Padua Research Archive (University of Padova) · 2022 · 324 citations · Full text

Computing, Computer Science, Mechanical Engineering +14