2001~2005 中国石油大学（华东）信息与控制工程学院 本科

2005~2008 中国石油大学（北京）机电工程学院 硕士

2008~2011 清华大学化学工程系 博士

2011~2014 美国卡内基梅隆大学化学工程系 博士后

2014~2016 美国奥本大学化学工程系 博士后

2016~2020 清华大学化学工程系 助理教授，博士生导师

2020~至今 清华大学化学工程系 副教授，博士生导师

复杂化工系统智能优化决策与自主调控

面向复杂化工排产计划、生产调度、供需链管理，发展人工智能、数据科学、运筹规划多引擎智能优化决策方法；建立时间颗粒度驱动的自组织决策优化模型构建机制和智能高效求解算法库；研究数据驱动显性代理模型构建理论，发展智能协同优化控制技术；开发“感知-决策-控制-反馈”自主闭环优化运行技术。

高性能化学品智能制造基础理论

面向高性能精细化学品模块化柔性制造新模式，发展数据/机理融合驱动的自优化（Self-optimization）基础理论；研究在线智能优化调度方法与技术；研究机器学习驱动的自适应鲁棒预测控制技术；开发模块化制造系统的柔性敏捷运行技术。

能源化工系统智能化和数字化

重点面向可再生能源化工系统设计、运行及战略规划，研究跨区域多业资源能源优化配置方法；发展多源异构大数据驱动的上下文优化（Contextual Optimization）理论；研究人-机-物三元协同的全流程智能调控技术；发展适应多业态竞争-协同的能源-资源-信息系统一体化战略规划方法。

本科生《化工系统工程基础》

本科生《信息科学理论与实践》

研究生《化工过程控制》

2018年~至今 中国化工学会信息信息技术应用专委会 青年委员

2018年~至今 中国系统工程学会过程系统工程专委会 委员、副秘书长

2021年～至今 中国化工学会过程模拟及仿真专委会 青年委员

2023年~至今 中国化工学会信息信息技术应用专委会 副秘书长

1. Lifeng Zhang, Ana Torres, Bingzhen Chen, Zhihong Yuan*, Ignacio Grossmann*. Optimal Retrofitting of Conventional Oil Refinery into Sustainable Bio-refinery under Uncertainty. AIChE Journal. 2024. 70: e18371.

2. Runze Liang, Haoyang Hu, Yueheng Han, Bingzhen Chen, Zhihong Yuan*. CAPBO: A Cost-aware Parallelized Bayesian Optimization Method for Chemical Reaction Optimization. AIChE Journal. 2024. 70: e18316. (Featured on Cover)

3. Yuhao Geng#, Haoyang Hu#, Yongqi Jia, Xintong Huang, Tian Yang, Runzhe Liang, Zhuo Chen, Zhihong Yuan*, Jianhong Xu*. Synthesis of CsPbBr3 in Micro Total Reaction System: Fast Operation Space Mapping and Subsecond Growth Process Monitoring. Small Methods. 2023, 7: 2300394.

4. Congqin Ge, Lifeng Zhang, Wenhui Yang, Zhihong Yuan*. Multi-stage stochastic programming for the closed-loop supply chain planning with mobile modules under uncertainty. AIChE Journal. 2023. 69: e18156.

5. Haoyang Hu, Yunke Bai, Zhihong Yuan*. Improved graph-based multitask learning model with sparse sharing for QSPR prediction. AIChE Journal. 2023. 69: e17968.

6. Lifeng Zhang, Haoyang Hu, Zhiquan Wang, Zhihong Yuan*, Bingzhen Chen. Enterprise-wide Optimization of Integrated Planning and Scheduling for Refinery-Petrochemical Complex with Heuristic Algorithm. Frontiers of Chemical Science and Engineering. 2023. 17: 1516-1532. (Featured on Cover)

7. Congqin Ge, Lifeng Zhang, Zhihong Yuan*. Distributionally Robust Optimization for the Closed-loop Supply Chain Design under Uncertainty. AIChE Journal. 2022. e17909.

8. Enzhi Liang, Zhihong Yuan*. Robust Dynamic Optimization for Nonlinear Chemical Processes under Measurable and Unmeasurable Uncertainties. AIChE Journal. 2022. e17733.

9. Lifeng Zhang, Zhihong Yuan*, Bingzhen Chen. Adjustable Robust Optimization for the Multi-Period Planning Operations of an Integrated Refinery-Petrochemical Site under Uncertainty. Computers Chemical Engineering. 2022. 160: 107703.

10. Jiawen Wei, Qi Zhang*, Zhihong Yuan*. A Unified Approach to Multi-Scenario Sensor Network Design for Data Reconciliation. AIChE Journal. 2022. 68: e17404.

11. Yue Li, Jiawen Wei, Zhihong Yuan*, Bingzhen Chen, Rafiqul Gani. Sustainable Synthesis of Integrated Process, Water Treatment, Energy Supply, and CCUS Networks Under Uncertainty. Computers Chemical Engineering. 2022. 157: 107636.

12. Runze Liang, Xiaonan Duan, Jisong Zhang*, Zhihong Yuan*. Bayesian based Reaction Optimization for Complex Gas-Liquid-Solid Reactions. Reaction Chemistry & Engineering. 2022. 7: 590-598.

13. Enzhi Liang, Zhihong Yuan*. Adjustable Robust Optimal Control for Industrial 2-Mercaptobenzothiazole Production Processes under Uncertainty. Optimization and Engineering. 2022. 23: 1987-2024.

14. Congqin Ge, Zhihong Yuan*. Production Scheduling for the Reconfigurable Modular Pharmaceutical Manufacturing Processes. Computers Chemical Engineering. 2021. 151: 107346.