袁志宏｜清华大学｜学者主页

2026

基于原油类型聚类泊位分配的港炼一体化调度模型

王天媛，章立峰，袁志宏，杨涛

《自动化学报》

2026

Two‐stage distributionally robust optimization for the design of hybrid energy‐driven multi‐network processes

Yuxuan Xu, Congqin Ge, Yue Li, Lifeng Zhang, Zhihong Yuan

AIChE Journal

DOI

2026

A unified continuous-time model for integrated crude scheduling and refinery planning optimization

Tianyuan Wang, Taoyu Qiu, Congqin Ge, Yuxuan Xu, Zhihong Yuan, Lifeng Zhang, Tao Yang

Chemical Engineering Science

DOI

2026

Reactor-network mechanistic modeling and Bayesian-optimization calibration of an industrial coal-water-slurry entrained-flow gasifier

Yao Zheng, Zhenkun Yang, Jianmin Jiang, Zhihong Yuan

Chinese Journal of Chemical Engineering

DOI

2026

Deep Kernel Learning with Kolmogorov–Arnold Networks for Bayesian Optimization

Zhongtao Shang, Zhihong Yuan, Lifeng Zhang, Yiyang Dai

Systems and Control Transactions

DOI

2026

Accelerated discovery of highly active enzyme nanohybrids with parallelized Bayesian optimization in hybrid space

Yu Liu, Haoyang Hu, Yueheng Han, Jia Song Deon Chon, Chin Lee Lo, Zhixuan Chen, Zheng Zhang, Zhihong Yuan, Jun Ge

Nature Communications

DOI

2025

中国化工产业绿色低碳发展研究综述

谢鑫，袁志宏，胡山鹰

《生态产业科学与磷氟工程》

2025

Robust design of flexible supply chains with mobile and modular facilities

Congqin Ge, Zhihong Yuan, Qi Zhang

AIChE Journal

DOI

2025

Optimal Design of Hybrid Energy-Driven Multiproduct Chemical Processes under Uncertainty

Yue Li, Haoyang Hu, Yuxuan Xu, Lifeng Zhang, Zhihong Yuan

Industrial & Engineering Chemistry Research

DOI

2025

Adjustable robust superstructure optimization with mixed‐integer recourse for the continuous rufinamide manufacturing

Taoyu Qiu, Wenhui Yang, Congqin Ge, Lifeng Zhang, Zhihong Yuan

AIChE Journal

DOI

2025

Autonomous De Novo Lead Halide CsPbBr 3 Perovskite Quantum Dots Synthesis Platform With Transfer Learning Accelerated Bayesian Optimization

Haoyang Hu, Huiqing Wang, Xintong Huang, Yuhao Geng, Jianhong Xu, Zhihong Yuan

Small

DOI

2025

Integrating Renewable Energy and CO2 Utilization for Sustainable Chemical Production: A Superstructure Optimization Approach�

Tianen Lim, Yu Xu, Zhihong Yuan

Systems and Control Transactions

DOI

2025

A strategy to tighten the relaxation of bilinear terms towards petrochemical scheduling problem

Lifeng Zhang, Congqin Ge, Yanfeng Zhang, Wenhui Yang, Bingzhen Chen, Zhihong Yuan

Journal of Global Optimization

DOI

2025

Modeling and analysis of droplet generation in microchannels using interpretable machine learning methods

Mengqi Liu, Haoyang Hu, Yongjin Cui, Jing Yan Song, Li Ma, Zhihong Yuan, Kai Wang, Guangsheng Luo

Chemical Engineering Journal

DOI

2025

Multi-scale decision-making of HRES-powered flexible microreaction electrosynthesis systems

Weigu Wen, Yueheng Han, Congqin Ge, Yuxuan Xu, Kai Wang, Zhihong Yuan

Reaction Chemistry & Engineering

DOI

2024

Optimal retrofitting of conventional oil refinery into sustainable bio‐refinery under uncertainty

Li-Feng Zhang, A. I. Torres, Bingzhen Chen, Zhihong Yuan, I. Grossmann

AIChE Journal

DOI

2024

Efficient trust region filter modeling strategies for computationally expensive black-box optimization

Runzhe Liang, Yueheng Han, Haoyang Hu, Bingzhen Chen, Zhihong Yuan, L. Biegler

Computers and Chemical Engineering

DOI

2024

Cost-Aware Bayesian Optimization for Self-Driven Condition Screening of Flow Electrosynthesis

Runzhe Liang, Siyuan Zheng, Kai Wang, Zhihong Yuan

ACS electrochemistry.

DOI

2024

Multi-Stage Stochastic Programming Under Endogenous Uncertainty of Integrated Sustainable Chemical Process Design and Expansion Planning

Yuxuan Xu, Yue Li, Lifeng Zhang, Zhihong Yuan

ACS Sustainable Chemistry & Engineering

DOI

2024

Design for Flexibility: A Robust Optimization Approach

Jnana Sai Jagana, Congqin Ge, Zhihong Yuan, Satyajith Amaran, Qi Zhang

Systems and Control Transactions

DOI

2023

化学品智能制造的科学基础

王凯，袁志宏，王笑楠，骆广生，周晨，张国俊

《中国科学基金》

2023

CAPBO: A cost‐aware parallelized Bayesian optimization method for chemical reaction optimization

Runzhe Liang, Haoyang Hu, Yueheng Han, Bingzhen Chen, Zhihong Yuan

AIChE Journal

DOI

2023

Multistage stochastic programming for the closed‐loop supply chain planning with mobile modules under uncertainty

Congqin Ge, Li-Feng Zhang, Wenhui Yang, Zhihong Yuan

AIChE Journal

DOI

2023

Enterprise-wide optimization of integrated planning and scheduling for refinery-petrochemical complex with heuristic algorithm

Li-Feng Zhang, Haoyang Hu, Zhi-qiang Wang, Zhihong Yuan, Bing-Zhen Chen

Frontiers of Chemical Science and Engineering

DOI

2022

Robust Dynamic Optimization for Nonlinear Chemical Processes under Measurable and Unmeasurable Uncertainties

Enzhi Liang, Zhihong Yuan

AIChE Journal

DOI

2022

Distributionally Robust Optimization for the Closed‐loop Supply Chain Design under Uncertainty

Congqin Ge, Li-Feng Zhang, Zhihong Yuan

AIChE Journal

DOI

2022

Adjustable robust optimal control for industrial 2-Mercaptobenzothiazole production processes under uncertainty

Enzhi Liang, Zhihong Yuan

Optimization and Engineering

DOI

2022

Mathematical Modeling for the Industrial 2-Mercaptobenzothiazole Batch Production Process

Enzhi Liang, Song Zhang, Bin Liu, Bujin Qi, Yanpei Nie, Zhihong Yuan

ACS Omega

DOI

2022

Adjustable Robust Optimization for the Multi-period Planning Operations of an Integrated Refinery-Petrochemical Site under Uncertainty

Li-Feng Zhang, Zhihong Yuan, Bing-Zhen Chen

Computers and Chemical Engineering

DOI

2021

A unified approach to multiscenario sensor network design for data reconciliation

Jiawen Wei, Qi Zhang, Zhihong Yuan

AIChE Journal

DOI

2021

Synthesis and Design of Sustainable Integrated Process, Water Treatment, Energy Supply Networks and Carbon Utilization Networks Under Uncertainty

Yue Li, F. You, Zhihong Yuan, R. Gani

31st European Symposium on Computer Aided Process Engineering

DOI

2021

Sustainable synthesis of integrated process, water treatment, energy supply, and CCUS networks under uncertainty

Yue Li, Jiawen Wei, Zhihong Yuan, Bing-Zhen Chen, R. Gani

Computers and Chemical Engineering

DOI

2021

Bayesian based reaction optimization for complex continuous gas-liquid-solid reactions

Runzhe Liang, Xiao-Nan Duan, Ji-Song Zhang, Zhihong Yuan

Reaction Chemistry & Engineering

DOI

2021

Adjustable Robust Optimal Control for Nonlinear Chemical Process under Uncertainty

Enzhi Liang, Zhihong Yuan

31st European Symposium on Computer Aided Process Engineering

DOI

2021

Flexibility analysis for continuous ibuprofen manufacturing processes

Wen-Hui Yang, Haoyu Yin, Zhihong Yuan, Bing-Zhen Chen

Chinese Journal of Chemical Engineering

DOI

2021

Perspectives on the flexibility analysis for continuous pharmaceutical manufacturing processes

Wenhui Yang, Wu Qian, Zhihong Yuan, Bing-Zhen Chen

Chinese Journal of Chemical Engineering

DOI

2021

Production scheduling for the reconfigurable modular pharmaceutical manufacturing processes

Congqin Ge, Zhihong Yuan

Computers and Chemical Engineering

DOI

2021

Two-stage distributionally robust optimization for maritime inventory routing

Botong Liu, Qi Zhang, Zhihong Yuan

Computers and Chemical Engineering

DOI

2021

Integrating stochastic programming and reliability in the optimal synthesis of chemical processes

Ying Chen, Yixin Ye, Zhihong Yuan, I. Grossmann, Bing-Zhen Chen

Computers and Chemical Engineering

DOI

2021

Multistage Distributionally Robust Design of a Renewable Source Processing Network under Uncertainty

Botong Liu, Zhihong Yuan

DOI

2021

Refinery-wide planning operations under uncertainty via robust optimization approach coupled with global optimization

Li-Feng Zhang, Zhihong Yuan, Bing-Zhen Chen

Computers and Chemical Engineering

DOI

2020

计算机辅助高纯2-巯基苯并噻唑结晶溶剂设计方法

柴士阳，刘奇磊，梁馨元，张颂，郭彦锁，徐承秋，张磊，都健，袁志宏

《清华大学学报(自然科学版)》

DOI

2020

Synthesis and design of sustainable integrated process, water treatment, and power generation networks

Yue Li, Lei Zhang, Zhihong Yuan, R. Gani

Computers and Chemical Engineering

DOI

2020

Data-driven optimal operation of the industrial methanol to olefin process based on relevance vector machine

Zhiquan Wang, Liang Wang, Zhihong Yuan, Bing-Zhen Chen

DOI

2020

A generalized benders decomposition-based global optimization approach to symbolic regression for explicit surrogate modeling from limited data information

Jiawen Wei, Zhihong Yuan

Computers and Chemical Engineering

DOI

2020

Synthesis of Sustainable Integrated Process, Water Treatment and Power Generation Networks

Yue Li, Zhihong Yuan, R. Gani

DOI

2020

CVaR-Based Approximations of Wasserstein Distributionally Robust Chance Constraints with Application to Process Scheduling

Botong Liu, Qi Zhang, Xiaolong Ge, Zhihong Yuan

DOI

2020

Optimal design and operation of refinery hydrogen systems under multi-scale uncertainties

Ying Chen, Min-Der Lin, Hao Jiang, Zhihong Yuan, Bing-Zhen Chen

Computers and Chemical Engineering

DOI

2018

A Novel Method of Integrating Flexibility and Stability for Chemical Processes under Parametric Uncertainties

Ying Chen, Zhihong Yuan, Bing-Zhen Chen

DOI

2018

A strategy for enhancing the operational agility of petroleum refinery plant using case based fuzzy reasoning method

Zhi-Ping Zhang, Ding-Jiang Chen, Yuzhong Feng, Zhihong Yuan, Bing-Zhen Chen, Wei-Zhong Qin, Shengwu Zou, S. Qin, Ji-Fei Han

Computers and Chemical Engineering

DOI

2018

Process Systems Engineering for Pharmaceutical Manufacturing

Ravendra Singh, Zhihong Yuan

2018

Simultaneous Controllability Analysis and Cyclic Scheduling of Grade Transitions for the Continuous Multi-product Chemical Processes

Yue Li, Jiawen Wei, Zhihong Yuan

DOI

2017

炼油和石化行业的智能制造

袁志宏，覃伟中，赵劲松

Engineering

2017

Smart Manufacturing for the Oil Refining and Petrochemical Industry

Zhihong Yuan, Wei-Zhong Qin, Jin-Song Zhao

DOI

2017

Process optimization with consideration of uncertainties—An overview

Ying Chen, Zhihong Yuan, Bing-Zhen Chen

Chinese Journal of Chemical Engineering

DOI

2017

Process Simulation and Economic Analysis of Producing Liquid Transportation Fuels from Biomass

Pengcheng Li, N. Sadhwani, Zhihong Yuan, M. Eden

DOI

2016

复杂过程系统行为特征分析与调控课题立项报告

王杭州，袁志宏，邱彤，赵劲松，陈丙珍

《科技创新导报》

2016

Integrated Biorefinery Scheme Design for the Coproduction of Premium Quality Liquid Fuels and Propylene

Zhihong Yuan, M. Eden

DOI

2016

Toward the Development and Deployment of Large-Scale Carbon Dioxide Capture and Conversion Processes

Zhihong Yuan, M. Eden, R. Gani

DOI

2016

A Comparative Study of Fischer-Tropsch Synthesis for Liquid Transportation Fuels Production from Biomass

Pengcheng Li, Zhihong Yuan, M. Eden

DOI

2016

Superstructure optimization of integrated fast pyrolysis‐gasification for production of liquid fuels and propylene

Zhihong Yuan, M. Eden

DOI

2015

Steady-state multiplicity analysis of two-stage-riser catalytic pyrolysis processes

Zhihong Yuan, Ping Wang, Chao-He Yang

Computers and Chemical Engineering

DOI

2015

Systematic control structure evaluation of two-stage-riser catalytic pyrolysis processes

Zhihong Yuan, Ping Wang, Chao-He Yang, M. Eden

DOI

2015

Economics-Oriented NMPC of Two-Stage-Riser Catalytic Pyrolysis Processes for Maximizing Propylene Yield

Ping Wang, Xue-Min Tian, Chao-He Yang, Zhihong Yuan

DOI

2015

Recent advances in optimal design of thermochemical conversion of biomass to chemicals and liquid fuels

Zhihong Yuan, M. Eden

DOI

2015

Systematic Control Structure Evaluation of Two-Stage-Riser Fluidized Catalytic Pyrolysis Processes

Zhihong Yuan, Ping Wang, M. Eden

DOI

2014

The Combination of Adaptive Pseudospectral Method and Structure Detection Procedure for Solving Dynamic Optimization Problems with Discontinuous Control Profiles

Ping Wang, Chao-He Yang, Zhihong Yuan

DOI

2013

Computational Tools for Accelerating Carbon Capture Process Development

David C. Miller, N. Sahinidis, A. Cozad, A. Lee, Hosoo Kim, Juan E. Morinelly, J. Eslick, Zhihong Yuan

2013

Applications of process synthesis: Moving from conventional chemical processes towards biorefinery processes

Zhihong Yuan, Bing-Zhen Chen, R. Gani

Computers and Chemical Engineering

DOI

2012

Process synthesis for addressing the sustainable energy systems and environmental issues

Zhihong Yuan, Bing-Zhen Chen

DOI

2012

State‐of‐the‐art and progress in the optimization‐based simultaneous design and control for chemical processes

Zhihong Yuan, Bing-Zhen Chen, G. Sin, R. Gani

DOI

2012

Systematic controllability analysis for chemical processes

Zhihong Yuan, Nan Zhang, Bing-Zhen Chen, Jin-Song Zhao

DOI

2011

An overview on controllability analysis of chemical processes

Zhihong Yuan, Bing-Zhen Chen, Jin-Song Zhao

DOI

2011

Controllability analysis for the liquid-phase catalytic oxidation of toluene to benzoic acid

Zhihong Yuan, Bing-Zhen Chen, Jin-Song Zhao

DOI

2011

Analysis of the stability and controllability of chemical processes

Hangzhou Wang, Zhihong Yuan, Bing-Zhen Chen, Xiao-Rong He, Jin-Song Zhao, Tong Qiu

Computers and Chemical Engineering

DOI

2011

Effect of Manipulated Variables Selection on the Controllability of Chemical Processes

Zhihong Yuan, Bing-Zhen Chen, Jin-Song Zhao

DOI

2009

多频率系统动态插值神经网络软测量建模

吴瑶，罗雄麟，袁志宏

《化工进展》

2009

Operating zone segregation of chemical reaction systems based on stability and non-minimum phase behavior analysis

Zhihong Yuan, Hangzhou Wang, Bing-Zhen Chen, Jin-Song Zhao

DOI

精选作品

期刊论文

基于原油类型聚类泊位分配的港炼一体化调度模型

Two‐stage distributionally robust optimization for the design of hybrid energy‐driven multi‐network processes

A unified continuous-time model for integrated crude scheduling and refinery planning optimization

Reactor-network mechanistic modeling and Bayesian-optimization calibration of an industrial coal-water-slurry entrained-flow gasifier

Deep Kernel Learning with Kolmogorov–Arnold Networks for Bayesian Optimization

Accelerated discovery of highly active enzyme nanohybrids with parallelized Bayesian optimization in hybrid space

中国化工产业绿色低碳发展研究综述

Robust design of flexible supply chains with mobile and modular facilities

Optimal Design of Hybrid Energy-Driven Multiproduct Chemical Processes under Uncertainty

Adjustable robust superstructure optimization with mixed‐integer recourse for the continuous rufinamide manufacturing

Autonomous De Novo Lead Halide CsPbBr 3 Perovskite Quantum Dots Synthesis Platform With Transfer Learning Accelerated Bayesian Optimization

Integrating Renewable Energy and CO2 Utilization for Sustainable Chemical Production: A Superstructure Optimization Approach�

A strategy to tighten the relaxation of bilinear terms towards petrochemical scheduling problem

Modeling and analysis of droplet generation in microchannels using interpretable machine learning methods

Multi-scale decision-making of HRES-powered flexible microreaction electrosynthesis systems

Optimal retrofitting of conventional oil refinery into sustainable bio‐refinery under uncertainty

Efficient trust region filter modeling strategies for computationally expensive black-box optimization

Cost-Aware Bayesian Optimization for Self-Driven Condition Screening of Flow Electrosynthesis

Multi-Stage Stochastic Programming Under Endogenous Uncertainty of Integrated Sustainable Chemical Process Design and Expansion Planning

Design for Flexibility: A Robust Optimization Approach

化学品智能制造的科学基础

CAPBO: A cost‐aware parallelized Bayesian optimization method for chemical reaction optimization

Multistage stochastic programming for the closed‐loop supply chain planning with mobile modules under uncertainty

Enterprise-wide optimization of integrated planning and scheduling for refinery-petrochemical complex with heuristic algorithm

Robust Dynamic Optimization for Nonlinear Chemical Processes under Measurable and Unmeasurable Uncertainties

Distributionally Robust Optimization for the Closed‐loop Supply Chain Design under Uncertainty

Adjustable robust optimal control for industrial 2-Mercaptobenzothiazole production processes under uncertainty

Mathematical Modeling for the Industrial 2-Mercaptobenzothiazole Batch Production Process

Adjustable Robust Optimization for the Multi-period Planning Operations of an Integrated Refinery-Petrochemical Site under Uncertainty

A unified approach to multiscenario sensor network design for data reconciliation

Synthesis and Design of Sustainable Integrated Process, Water Treatment, Energy Supply Networks and Carbon Utilization Networks Under Uncertainty

Sustainable synthesis of integrated process, water treatment, energy supply, and CCUS networks under uncertainty

Bayesian based reaction optimization for complex continuous gas-liquid-solid reactions

Adjustable Robust Optimal Control for Nonlinear Chemical Process under Uncertainty

Flexibility analysis for continuous ibuprofen manufacturing processes

Perspectives on the flexibility analysis for continuous pharmaceutical manufacturing processes

Production scheduling for the reconfigurable modular pharmaceutical manufacturing processes

Two-stage distributionally robust optimization for maritime inventory routing

Integrating stochastic programming and reliability in the optimal synthesis of chemical processes

Multistage Distributionally Robust Design of a Renewable Source Processing Network under Uncertainty

Refinery-wide planning operations under uncertainty via robust optimization approach coupled with global optimization

计算机辅助高纯2-巯基苯并噻唑结晶溶剂设计方法

Synthesis and design of sustainable integrated process, water treatment, and power generation networks

Data-driven optimal operation of the industrial methanol to olefin process based on relevance vector machine

A generalized benders decomposition-based global optimization approach to symbolic regression for explicit surrogate modeling from limited data information

Synthesis of Sustainable Integrated Process, Water Treatment and Power Generation Networks

CVaR-Based Approximations of Wasserstein Distributionally Robust Chance Constraints with Application to Process Scheduling

Optimal design and operation of refinery hydrogen systems under multi-scale uncertainties

A Novel Method of Integrating Flexibility and Stability for Chemical Processes under Parametric Uncertainties

A strategy for enhancing the operational agility of petroleum refinery plant using case based fuzzy reasoning method

Process Systems Engineering for Pharmaceutical Manufacturing

Simultaneous Controllability Analysis and Cyclic Scheduling of Grade Transitions for the Continuous Multi-product Chemical Processes

炼油和石化行业的智能制造

Smart Manufacturing for the Oil Refining and Petrochemical Industry

Process optimization with consideration of uncertainties—An overview

Process Simulation and Economic Analysis of Producing Liquid Transportation Fuels from Biomass

复杂过程系统行为特征分析与调控课题立项报告

Integrated Biorefinery Scheme Design for the Coproduction of Premium Quality Liquid Fuels and Propylene

Toward the Development and Deployment of Large-Scale Carbon Dioxide Capture and Conversion Processes

A Comparative Study of Fischer-Tropsch Synthesis for Liquid Transportation Fuels Production from Biomass

Superstructure optimization of integrated fast pyrolysis‐gasification for production of liquid fuels and propylene

Steady-state multiplicity analysis of two-stage-riser catalytic pyrolysis processes

Systematic control structure evaluation of two-stage-riser catalytic pyrolysis processes

Economics-Oriented NMPC of Two-Stage-Riser Catalytic Pyrolysis Processes for Maximizing Propylene Yield

Recent advances in optimal design of thermochemical conversion of biomass to chemicals and liquid fuels

Systematic Control Structure Evaluation of Two-Stage-Riser Fluidized Catalytic Pyrolysis Processes

The Combination of Adaptive Pseudospectral Method and Structure Detection Procedure for Solving Dynamic Optimization Problems with Discontinuous Control Profiles

Computational Tools for Accelerating Carbon Capture Process Development

Applications of process synthesis: Moving from conventional chemical processes towards biorefinery processes

Process synthesis for addressing the sustainable energy systems and environmental issues

State‐of‐the‐art and progress in the optimization‐based simultaneous design and control for chemical processes

Systematic controllability analysis for chemical processes

An overview on controllability analysis of chemical processes

Controllability analysis for the liquid-phase catalytic oxidation of toluene to benzoic acid

Analysis of the stability and controllability of chemical processes

Effect of Manipulated Variables Selection on the Controllability of Chemical Processes

多频率系统动态插值神经网络软测量建模

Operating zone segregation of chemical reaction systems based on stability and non-minimum phase behavior analysis