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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Yang Hong

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Open access Oct 2026

Physics-informed acoustic–vibration fusion for all-ceramic bearing fault diagnosis under complex operating conditions

Complex noise and variable operating conditions substantially reduce the observability of fault-induced impact and modulation features in acoustic–vibration measurements of all-ceramic bearings and create modality-dependent differences in signal reliability. To address this problem, this study proposes PH-FusionNet,...

Xiao-Tong Li, Ke Zhang, Xu Bai et al. · 0 citations
Open access Aug 2026

A Gated Multi-Source Signal Fusion Method for Bearing Fault Diagnosis with a Fusion Negative-Transfer Suppression Mechanism

Experimental results demonstrate that the proposed negative-transfer-suppression diagnosis framework effectively achieves the design objective that “fusion outperforms non-fusion,” exhibiting strong noise robustness and high diagnostic accuracy under complex operating conditions.

Tianhao Gao, Ke Zhang, Nan Wang et al. · 0 citations

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