Two-stage edge-side fault diagnosis method based on double knowledge distillation

• Main Authors: Yang, Yang, Long, Yuhan, Lin, Yijing, Gao, Zhipeng, Rui, Lanlan, Yu, Peng
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Computer and Information Science; High Similarity; Lightweight Model
• Online Access: https://hdl.handle.net/10356/173622
• Institution: Nanyang Technological University

With the rapid development of the Internet of Things (IoT), the automation of edge-side equipment has emerged as a significant trend. The existing fault diagnosis methods have the characteristics of heavy computing and storage load, and most of them have computational redundancy, which is not suitab...