Adaptive expert ensembles for fault diagnosis: A graph causal framework addressing distributional shifts

mixup: Beyond Empirical Risk Minimization

Hongyi Zhang, Moustapha Cissé, Yann Dauphin et al. · arXiv (Cornell University) · 2017 · 4.8K citations · Full text

Computing, Computer Science, Artificial Intelligence +13

Rolling element bearing diagnostics using the Case Western Reserve University data: A benchmark study

Wade A. Smith, Robert B. Randall · Mechanical Systems and Signal Processing · 2015 · 2.5K citations · Full text

Engineering, Mechanical Engineering, Finite Element Analysis +11

Deep learning algorithms for rotating machinery intelligent diagnosis: An open source benchmark study

Zhibin Zhao, Tianfu Li, Jingyao Wu et al. · ISA Transactions · 2020 · 634 citations · Full text

Computing, Computer Science, Mechanical Engineering +16

LiConvFormer: A lightweight fault diagnosis framework using separable multiscale convolution and broadcast self-attention

Shen Yan, Haidong Shao, Jie Wang et al. · Expert Systems with Applications · 2023 · 344 citations · Full text

Engineering, Computer Engineering, Computer Science +16

Domain Adversarial Transfer Network for Cross-Domain Fault Diagnosis of Rotary Machinery

Zhuyun Chen, Guolin He, Jipu Li et al. · IEEE Transactions on Instrumentation and Measurement · 2020 · 290 citations · Full text

Computing, Computer Science, Artificial Intelligence +14