Shen Yan

According to our database, Shen Yan authored at least 11 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Domain generalization for rotating machinery fault diagnosis: A survey.

Yiming Xiao, Haidong Shao, Shen Yan, Jie Wang, Ying Peng, Bin Liu

Adv. Eng. Informatics, 2025

SAFS-Net: A novel health indicator extraction and fault early warning method for machinery.

Minghui Shao, Haidong Shao, Minjie Feng, Shen Yan, Bin Liu

Adv. Eng. Informatics, 2025

2024

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

Shen Yan, Haidong Shao, Jie Wang, Xinyu Zheng, Bin Liu

Expert Syst. Appl., March, 2024

Transfer graph feature alignment guided multi-source domain adaptation network for machinery fault diagnosis.

Zhengwu Liu, Xiang Zhong, Haidong Shao, Shen Yan, Bin Liu

Knowl. Based Syst., 2024

2023

Digital twin-assisted imbalanced fault diagnosis framework using subdomain adaptive mechanism and margin-aware regularization.

Shen Yan, Xiang Zhong, Haidong Shao, Yuhang Ming, Chao Liu, Bin Liu

Reliab. Eng. Syst. Saf., November, 2023

C-ECAFormer: A new lightweight fault diagnosis framework towards heavy noise and small samples.

Jie Wang, Haidong Shao, Shen Yan, Bin Liu

Eng. Appl. Artif. Intell., November, 2023

FGDAE: A new machinery anomaly detection method towards complex operating conditions.

Shen Yan, Haidong Shao, Zhishan Min, Jiangji Peng, Baoping Cai, Bin Liu

Reliab. Eng. Syst. Saf., August, 2023

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

Haidong Shao, Wei Li, Baoping Cai, Jiafu Wan, Yiming Xiao, Shen Yan

IEEE Trans. Ind. Informatics, 2023

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

Shen Yan, Haidong Shao, Yiming Xiao, Bin Liu, Jiafu Wan

Robotics Comput. Integr. Manuf., 2023

2022

Cross-domain fault diagnosis of bearing using improved semi-supervised meta-learning towards interference of out-of-distribution samples.

Jian Lin, Haidong Shao, Zhishan Min, Jingjie Luo, Yiming Xiao, Shen Yan, Jian Zhou

Knowl. Based Syst., 2022

Semi-supervised fault diagnosis of machinery using LPS-DGAT under speed fluctuation and extremely low labeled rates.

Shen Yan, Haidong Shao, Yiming Xiao, Jian Zhou, Yuandong Xu, Jiafu Wan

Adv. Eng. Informatics, 2022