Jingyan Xia

Generalized open-set domain adaptation in mechanical fault diagnosis using multiple metric weighting learning network

Zhuyun Chen, Jingyan Xia, Jipu Li et al. · Advanced Engineering Informatics · 2023 · 114 citations

Artificial Intelligence, Fault Diagnosis, Mechanical Fault Diagnosis +13

A novel digital twin-driven approach based on physical-virtual data fusion for gearbox fault diagnosis

Jingyan Xia, Ruyi Huang, Zhuyun Chen et al. · Reliability Engineering & System Safety · 2023 · 114 citations

Fault Diagnosis, Reliability Engineering, Engineering +10

Compound Fault Diagnosis for Rotating Machinery: State-of-the-Art, Challenges, and Opportunities

Ruyi Huang, Jingyan Xia, Bin Zhang et al. · Journal of Dynamics Monitoring and Diagnostics · 2023 · 76 citations · Full text

Fault Diagnosis, Condition Monitoring, Reliability Engineering +9

Knowledge Embedded Autoencoder Network for Harmonic Drive Fault Diagnosis Under Few-Shot Industrial Scenarios

Jiaxian Chen, Kairu Wen, Jingyan Xia et al. · IEEE Internet of Things Journal · 2024 · 74 citations

A digital twin-driven approach for partial domain fault diagnosis of rotating machinery

Jingyan Xia, Zhuyun Chen, Jiaxian Chen et al. · Engineering Applications of Artificial Intelligence · 2024 · 62 citations

Fault Diagnosis, Condition Monitoring, Reliability Engineering +10