Deep learning and its applications to machine health monitoring

• المؤلفون الرئيسيون: Zhao, Rui, Yan, Ruqiang, Chen, Zhenghua, Mao, Kezhi, Wang, Peng, Gao, Robert X.
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2020
• الموضوعات: Engineering::Electrical and electronic engineering; Deep Learning; Machine Health Monitoring
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/141773
• المؤسسة: Nanyang Technological University

Since 2006, deep learning (DL) has become a rapidly growing research direction, redefining state-of-the-art performances in a wide range of areas such as object recognition, image segmentation, speech recognition and machine translation. In modern manufacturing systems, data-driven machine health mo...