Wansheng Chen

Multimodal and multiscale adaptive feature fusion for fault diagnosis of rotating machinery

Vision Transformer with multi-channel and multiscale adaptive feature fusion (MCMSAF-ViT), a lightweight acoustic-vibration bimodal ViT achieves consistently high accuracy, outperforming baselines like ResNet and EfficientNet under noise and complex working conditions.