This presents significant challenges for traditional deep-learning-based fault diagnosis methods ... The ECA mechanism, designed as auxiliary paths for the residual blocks, improves the model’s ...

Donald Trump reportedly blocked Elon Musk from attending a top secret government meeting on China after the billionaire annoyed White House officials. Two top Pentagon officials, Dan Caldwell and ...

this paper proposes a fault diagnosis method for rolling bearings using Generative AI techniques, specifically the MpResCNN-BiLSTM model enhanced with an attention mechanism. First, the method ...

First, a contour model of the fault-controlled body is established using the integrating seismic attributes and a deterministic modeling method. For the internal structure of the fault plane and ...

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Each block is capable of extracting different levels of fault ... Please refer to Table 2 for specific fault types and corresponding labels. In this paper, a bearing fault diagnosis model based on ...

Tianjin Key Laboratory of Civil Structure Protection and Reinforcement, Tianjin Chengjian University, Tianjin 300384, P. R. China Key Laboratory of Coast Civil Structure, Safety of Ministry of ...