Dr. Ma Xin
Postdoctors
Background
PhD in Engineering, postdoctoral fellow/lecturer, master's supervisor. In December 2022, She obtained a PhD in Control Science and Engineering from Beijing University of Chemical Technology, with Professor Wang Youqing as her doctoral supervisor. From August 2022 to February 2023, she was jointly trained at the University of Surrey, UK, with Professor Tao Chen as her co-supervisor. Since February 2023, she has been engaged in postdoctoral research at Beijing University of Chemical Technology, with Academician Gao Jinji as his co-supervisor. She has published more than 40 papers, including IEEE Transactions on Cybernetics, IEEE/CAA Journal of Automatica Sinica, IEEE Transactions on Automation Science and Engineering and other top international journals. She presided over the National Natural Science Foundation Youth Fund, the Postdoctoral Innovation Talent Support Program, the Postdoctoral General Funding, the Central University Basic Research Business Expenses-Free Exploration Project, etc. She won the first prize of the Natural Science Award of the Chinese Automation Society in 2023 and the first prize of the Outstanding Postdoctoral Fellow of Beijing University of Chemical Technology in 2024.
Areas of Research of Expertise
Intelligent fault detection and diagnosis of industrial systems, remaining using life prediction of typical equipment, fault tracing and evolution analysis, and biomedical applications based on artificial intelligence.
Teaching Courses
Introduction to Artificial Intelligence
Research Publications
1.Xin Ma, Tao Chen, Youqing Wang*, Dynamic process monitoring based on dot product feature analysis for thermal power plants, IEEE/CAA Journal of Automatica Sinica, 10.1109/JAS.2024.124908, 2024.
2. Xin Ma, Dehao Wu, Shaoxu Gao, Tongze Hou, Youqing Wang. Autocorrelation feature analysis for dynamic process monitoring of thermal power plants. IEEE Transactions on Cybernetics. 2023, 53(8): 5387-5399.
3. Xin Ma, Yabin Si, Yihao Qin, Youqing Wang. Fault detection for dynamic processes based on recursive innovational component statistical analysis. IEEE Transactions on Automation Science and Engineering. 2023, 20(1): 310-319.
4. Xin Ma, Yu Hu, Menghui Wang, Fengying Li, Youqing Wang. Degradation state partition and compound fault diagnosis of rolling bearing based on personalized multilabel learning. IEEE Transactions on Instrumentation and Measurement, 2021, 70: 1-11.
5. Xin Ma, Yabin Si, Zifan Wang, Youqing Wang. Length of stay prediction for ICU patients using individualized single classification algorithm. Computer Methods and Programs in Biomedicine, 2020, 186: 105224.