IEEE

RAECAE: A Multi-Scale Attention Residual Convolutional Autoencoder-Based Method for Denoising Vibration Signals of Wind Turbine Rolling Bearings

The rolling bearings of wind turbines operate in complex environments characterized by high temperatures, strong impacts, vibrations, and varying operating conditions. As a result, the collected ...
IEEE

Convolutional autoencoder-based multimodal one-class classification

Abstract: One-class classification refers to approaches of learning using data from a single class only. In this paper, we propose a deep learning one-class classification method suitable for ...