Yuanyuan Zhou at Anhui University, China
Summary:
Yuanyuan Zhou is a dedicated researcher in the field of electronic information systems, specializing in intelligent perception, performance evaluation, and deep learning. His contributions to the field have addressed key challenges in machinery health management, such as noise reduction and data imbalance in RUL prediction models. Dr. Zhou is a Student Member of the Chinese Society of Vibration Engineering and has received multiple awards for his research, including best paper and poster awards at international conferences.
Zhou is passionate about creating intelligent and reliable solutions for industrial applications, with a vision to advance the capabilities of condition monitoring and performance analysis in rotating machinery systems.
Professional Profile:
š©āšEducation:
Yuanyuan Zhou received his B.S. and M.S. degrees in 2018 and 2021, respectively, from Anhui University of Science and Technology, Huainan, China. He is currently a Ph.D. student in Electronic Information at the School of Electrical Engineering and Automation, Anhui University, Hefei, China.
š¢ Professional Experience:
Zhou has over six years of experience in intelligent perception and information processing, focusing on condition monitoring and performance evaluation of machinery systems. His work emphasizes overcoming challenges such as data imbalance and noise in Remaining Useful Life (RUL) predictions for rotating machinery systems. He has contributed significantly to the development of robust intelligent models to enhance system reliability.
Research Interests:
- Intelligent perception and information processing
- Performance evaluation and condition monitoring
- Deep learning applications in industrial systems
Author Metrics:
- Publications: 6 peer-reviewed journal papers in high-impact journals such as Expert Systems with Applications, ISA Transactions, and IEEE Sensors Journal.
- Citation Metrics: h-index of 5.
- Patents: 6 patents published or under process.