Author

Jia-Nan Wang

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Open access Oct 2026

Multi-Structure Fusion Conditional Domain Adaptation for Bearing Fault Diagnosis

To address the limited feature extraction capability of single-architecture deep models, pronounced distribution discrepancies in bearing vibration signals, and instability during cross-domain training under varying operating conditions, a multi-structure fusion conditional domain adaptation (MSFCDA) method is proposed...

Cai-Rong Li, Jia-Nan Wang · Electronics · 0 citations

Open access Sep 2026

A Bearing Fault Diagnosis Method for Variable Operating Conditions Based on MMDSC-CBAM-BiLSTM

Bearing fault diagnosis under variable operating conditions is challenging because changes in rotational speed and load alter the vibration response and cause substantial distribution shifts between operating domains. To improve cross-condition fault recognition, this study proposes an MMDSC-CBAM-BiLSTM model that comb...

Yu-Fang Wang, Cai-Rong Li, Jia-Nan Wang · Computers · 0 citations