Education
2007-2011，Shanghai Jiao Tong University，UMJI，Bachelor
2011-2015，Shanghai Jiao Tong University，UMJI，Ph.D
Work Experience
2021-2023，University of Michigan-Shanghai JiaoTong University，Postdoc
2023-2024，Global Institute of Future Technology, SJTU，Postdoc
2024-Pres.，Global Institute of Future Technology, SJTU，Assistant Researcher
Research Fields
Reliability Probability Design
Energy Storage System Reliability Design
Low-carbon Coal Combustion
Design, Optimization and Lifetime Estimation of Complicated Systems
Selected Publications (10 selected in last 3 years)
1.Tianyu Wang, Ruixiang Zheng, Mian Li*, Changbing Cai, Siqi Zhu and Yangbing Lou. Deep Learning Based Self-Adaptive Modeling of Multimode Continuous Manufacturing Processes and Its Application to Rotary Drying Process. Journal of Intelligent Manufacturing, 2024-06, print.
2.Yijie Wang, Ruixiang Zheng*, Mian Li. Risk assessment of fire safety in large-scale commercial and high-rise buildings based on intuitionistic fuzzy and social graph, Journal of Building Engineering, 2024, 89, p. 109165.
3.Zongyang Hu, Jiuwen Fang, Ruixiang Zheng*, Mian Li, Baosheng Gang and Lingcan Zhang. Efficient Model Predictive Control of Boiler Coal Combustion based on NARX Neutral Network. Journal of Process Control, 2024, 134, p. 103158.
4.Yijie Wang, Ruixiang Zheng*, Linzao Hou, Mian Li and Weimin Li. A novel IoT-based framework with Prognostics and Health Management (PHM) and short term fire risk assessment in smart firefighting system. Journal of Building Engineering, 2023, 78, p. 107624.
5.Wang, T., Li, M., Zheng, R. et al. Towards continual knowledge transfer in modeling manufacturing processes under non-stationary data streams. Applied Intelligence, 2023, 53(23), pp. 29393-29413.
6.卢刚，胡宗阳，郑瑞祥*，采用在线自适应增益规划方法的电厂脱硝控制优化，电力科技与环保，2023，39(1)，pp. 35-42.
7.Ruoxin Geng, Mian Li*, Zongyang Hu, Zixi Han and Ruixiang Zheng. Digital Twin in smart manufacturing: remote control and virtual machining using VR and AR technologies. Structural and Multidisciplinary Optimization, 2022, 65(11), Article 321.
8.Ruixiang Zheng and Mian Li*. Multistart global optimization with tunnelling and an evolutionary strategy supervised by a martingale. Engineering Optimization, 2022, 54(9), pp. 1457-1475.
9.Yijie Wang, Linzao Hou, Mian Li and Ruixiang Zheng*. A novel fire risk assessment approach for large-scale commercial and high-rise buildings based on fuzzy analytic hierarchy process (FAHP) and coupling revision. International journal of environmental research and public health, 2021, 18(13), p. 7187.
10.Ruixiang Zheng, Yijie Wang and Mian Li*. Theoretical Analysis on Sequential Multidisciplinary Design Optimization Architecture. Journal of mechanical design, 2021, 143(2): 024501.
