In this paper, we propose the Shared-Encoder Transformer (SET) scheme for multi-sensor, multi-class fault classification in IIoT systems. Leveraging the transformer architecture, the SET uses a shared ...

Classic fault detection and classification has some classic problems. It’s reactive, time-consuming to set up, and any ...

This repository contains source code for CRAS implemented with PyTorch. CRAS aims to address inter-class interference and intra-class overlap in multi-class anomaly detection through center-aware ...