Yiming Xiao

Novel Joint Transfer Network for Unsupervised Bearing Fault Diagnosis From Simulation Domain to Experimental Domain

Yiming Xiao, Haidong Shao, Song-Yu Han et al. · IEEE/ASME Transactions on Mechatronics · 2022 · 304 citations

Fault Diagnosis, Engineering, Machine Learning +15

Dual-Threshold Attention-Guided GAN and Limited Infrared Thermal Images for Rotating Machinery Fault Diagnosis Under Speed Fluctuation

Haidong Shao, Wei Li, Baoping Cai et al. · IEEE Transactions on Industrial Informatics · 2023 · 263 citations

Fault Diagnosis, Engineering, Machine Learning +20

Collaborative fault diagnosis of rotating machinery via dual adversarial guided unsupervised multi-domain adaptation network

Xingkai Chen, Haidong Shao, Yiming Xiao et al. · Mechanical Systems and Signal Processing · 2023 · 220 citations

Artificial Intelligence, Fault Diagnosis, Collaborative Fault Diagnosis +11

Bayesian variational transformer: A generalizable model for rotating machinery fault diagnosis

Yiming Xiao, Haidong Shao, Jie Wang et al. · Mechanical Systems and Signal Processing · 2023 · 220 citations

Fault Diagnosis, Engineering, Machinery Fault Diagnosis +12

Towards trustworthy rotating machinery fault diagnosis via attention uncertainty in transformer

Yiming Xiao, Haidong Shao, Minjie Feng et al. · Journal of Manufacturing Systems · 2023 · 198 citations

Reliability, Fault Diagnosis, Condition Monitoring +11