Tian-Ran Gong

A novel online anomaly detection model based on wavelet feature enhancement VAE for deep hole drilling

In the task of real-time anomaly monitoring for deep hole drilling in CNC machine tools, the scarcity of anomalous samples and stringent real-time requirements pose significant challenges. Traditional anomaly detection methods often suffer from strong dependence on labeled data, sensitivity to noise interference, and l...