师资力量
郑瑞祥
助理研究员,上海交通大学溥渊未来技术学院
博士,上海交通大学密西根学院
博士后研究院,上海交通大学密西根学院
办公地点 :上海交通大学溥渊未来技术学院
邮箱 :pdl@sjtu.edu.cn
教育背景

2007年-2011年,上海交通大学,密西根学院,学士

2011年-2015年,上海交通大学,密西根学院,博士

工作经历

2021年-2023年,上海交通大学密西根学院,博士后研究员

2023年-2024年,上海交通大学溥渊未来技术学院,博士后研究员

2024年-至今,上海交通大学溥渊未来技术学院,助理研究员

研究领域

可靠性概率设计

储能系统可靠性设计

燃煤发电低碳利用

复杂系统设计优化和寿命估计

代表性论文(近3年的10篇)

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.