Shen Yan

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Partial sensing information-driven threshold cyclic update graph autoencoder for mechanical anomaly detection.
Reliab. Eng. Syst. Saf.
Yi Gao, Haidong Shao, Shen Yan, Xinyi Wang, Bin Liu
2025 J jnl
Domain generalization for rotating machinery fault diagnosis: A survey.
Adv. Eng. Informatics
Yiming Xiao, Haidong Shao, Shen Yan, Jie Wang, Ying Peng, Bin Liu
2025 J jnl
SAFS-Net: A novel health indicator extraction and fault early warning method for machinery.
Adv. Eng. Informatics
Minghui Shao, Haidong Shao, Minjie Feng, Shen Yan, Bin Liu
2024 J jnl
LiConvFormer: A lightweight fault diagnosis framework using separable multiscale convolution and broadcast self-attention.
Expert Syst. Appl.
Shen Yan, Haidong Shao, Jie Wang, Xinyu Zheng, Bin Liu
2024 J jnl
Transfer graph feature alignment guided multi-source domain adaptation network for machinery fault diagnosis.
Knowl. Based Syst.
Zhengwu Liu, Xiang Zhong, Haidong Shao, Shen Yan, Bin Liu
2023 J jnl
C-ECAFormer: A new lightweight fault diagnosis framework towards heavy noise and small samples.
Eng. Appl. Artif. Intell.
Jie Wang, Haidong Shao, Shen Yan, Bin Liu
2023 J jnl
Digital twin-assisted imbalanced fault diagnosis framework using subdomain adaptive mechanism and margin-aware regularization.
Reliab. Eng. Syst. Saf.
Shen Yan, Xiang Zhong, Haidong Shao, Yuhang Ming, Chao Liu, Bin Liu
2023 J jnl
Dual-Threshold Attention-Guided GAN and Limited Infrared Thermal Images for Rotating Machinery Fault Diagnosis Under Speed Fluctuation.
IEEE Trans. Ind. Informatics
Haidong Shao, Wei Li, Baoping Cai, Jiafu Wan, Yiming Xiao, Shen Yan
2023 J jnl
FGDAE: A new machinery anomaly detection method towards complex operating conditions.
Reliab. Eng. Syst. Saf.
Shen Yan, Haidong Shao, Zhishan Min, Jiangji Peng, Baoping Cai, Bin Liu
2023 J jnl
Hybrid robust convolutional autoencoder for unsupervised anomaly detection of machine tools under noises.
Robotics Comput. Integr. Manuf.
Shen Yan, Haidong Shao, Yiming Xiao, Bin Liu, Jiafu Wan
2022 J jnl
Cross-domain fault diagnosis of bearing using improved semi-supervised meta-learning towards interference of out-of-distribution samples.
Knowl. Based Syst.
Jian Lin, Haidong Shao, Zhishan Min, Jingjie Luo, Yiming Xiao, Shen Yan, Jian Zhou
2022 J jnl
Semi-supervised fault diagnosis of machinery using LPS-DGAT under speed fluctuation and extremely low labeled rates.
Adv. Eng. Informatics
Shen Yan, Haidong Shao, Yiming Xiao, Jian Zhou, Yuandong Xu, Jiafu Wan