Shen Yan

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 · 294 citations

Broadcast Self-attention, Fault Diagnosis, Engineering +12

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

Hybrid robust convolutional autoencoder for unsupervised anomaly detection of machine tools under noises

Shen Yan, Haidong Shao, Yiming Xiao et al. · Robotics and Computer-Integrated Manufacturing · 2022 · 182 citations

Anomaly Detection, Machine Learning, Data Science +8