...FEATURE-BASED TRANSFER LEARNING FOR BEARING FAULT RECOGNITION WITHOUT AVAILABLE FAULT DATA Clayton Cooper, Dongdong Liu, Jianjing Zhang, & Robert X. Gao1 Case Western Reserve University Cleveland, OH ABSTRACT Machine learning has demonstrated its effectiveness in fault recognition for mechanical...

... wear severity under different operating conditions. Keywords: Deep learning, transfer learning, tool wear 1. INTRODUCTION Recently, deep learning (DL), as an emerging machine learning technique, have been increasingly investigated for intelligent machine fault detection and diagnosis, due to its...