Fengqi You

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 69

Top Venues

Publications

Benjamin Decardi-Nelson, Abdulelah S. Alshehri, Akshay Ajagekar, Fengqi You
Generative AI and Process Systems Engineering: The Next Frontier. CoRR (2024)
Kumail Alhamoud, Yasir Ghunaim, Abdulelah S. Alshehri, Guohao Li, Bernard Ghanem, Fengqi You
Leveraging 2D molecular graph pretraining for improved 3D conformer generation with graph neural networks. Comput. Chem. Eng. 183 (2024)
Benjamin Decardi-Nelson, Abdulelah S. Alshehri, Akshay Ajagekar, Fengqi You
Generative AI and process systems engineering: The next frontier. Comput. Chem. Eng. 187 (2024)
Runda Jia, Fengqi You
Application of Robust Model Predictive Control Using Principal Component Analysis to an Industrial Thickener. IEEE Trans. Control. Syst. Technol. 32 (3) (2024)
Shiyu Yang, Huaizhu Oliver Gao, Fengqi You
Model Predictive Control for Distributed Energy Systems Management in Electrifying Buildings: carbon emission reduction in response to dynamic electricity price and carbon intensity. ACC (2023)
Wei-Han Chen, Shiyu Yang, Fengqi You
Thermal Comfort Control on Sustainable Building via Data-Driven Robust Model Predictive Control. ACC (2023)
Jiahan Xie, Akshay Ajagekar, Fengqi You
Attention Based Multi-Agent Reinforcement Learning for Demand Response in Grid-Responsive Buildings. CCTA (2023)
Shiyu Yang, Huaizhu Oliver Gao, Fengqi You
Model Predictive Control for Price-Based Demand-Responsive Building Control by Leveraging Active Latent Heat Storage. CDC (2022)
Akshay Ajagekar, Fengqi You
Deep Reinforcement Learning based Solution Approach for Unit Commitment under Demand and Wind Power Uncertainty. ACC (2022)
Guoqing Hu, Fengqi You
Hybrid Physics-based and Data-driven Model Predictive Control for Multi-Zone Building's Thermal Comfort Under Disjunctive Uncertainty. ACC (2022)
Ning Zhao, Fengqi You
Robust Unit Commitment Optimization under Volatile Wind Power Outputs Assisted by Clustering-based Data-Driven Techniques. ACC (2022)
Wei-Han Chen, Fengqi You
Semiclosed Greenhouse Climate Control Under Uncertainty via Machine Learning and Data-Driven Robust Model Predictive Control. IEEE Trans. Control. Syst. Technol. 30 (3) (2022)
Akshay Ajagekar, Fengqi You
Deep Reinforcement Learning Based Automatic Control in Semi-Closed Greenhouse Systems. ACC (2022)
Chao Shang, Fengqi You
A Posteriori Probabilistic Bounds of Convex Scenario Programs With Validation Tests. IEEE Trans. Autom. Control. 66 (9) (2021)
Chao Ning, Fengqi You
Data-Driven Ambiguous Joint Chance Constrained Economic Dispatch with Correlated Wind Power Uncertainty. ACC (2021)
Chao Ning, Fengqi You
Online learning based risk-averse stochastic MPC of constrained linear uncertain systems. Autom. 125 (2021)
Efstratios N. Pistikopoulos, Ana Barbosa-Póvoa, Jay H. Lee, Ruth Misener, Alexander Mitsos, Gintaras V. Reklaitis, Venkat Venkatasubramanian, Fengqi You, Rafiqul Gani
. Comput. Chem. Eng. 147 (2021)
Jiwei Yao, Fengqi You
Economically-Optimal Control of Electric Taxicab for Urban Driving Cycle. ACC (2020)
Wei-Han Chen, Fengqi You
Efficient Greenhouse Temperature Control with Data-Driven Robust Model Predictive. ACC (2020)
Wei-Han Chen, Chao Shang, Siyu Zhu, Kathryn Haldeman, Michael Santiago, Abraham Duncan Stroock, Fengqi You
Theoretical Exploration of Irrigation Control for Stem Water Potential through Model Predictive Control. ACC (2020)
Akshay Ajagekar, Fengqi You
A Deep Learning Approach for Fault Detection and Diagnosis of Industrial Processes using Quantum Computing. SMC (2020)
Akshay Ajagekar, Travis Humble, Fengqi You
Quantum computing based hybrid solution strategies for large-scale discrete-continuous optimization problems. Comput. Chem. Eng. 132 (2020)
Runda Jia, Shulei Zhang, Fengqi You
Transfer learning for end-product quality prediction of batch processes using domain-adaption joint-Y PLS. Comput. Chem. Eng. 140 (2020)
Shuwen Lu, Fengqi You
Multistage Model Predictive Control based on Data-Driven Distributionally Robust Optimization. ACC (2020)
Akshay Ajagekar, Fengqi You
Quantum Computing Assisted Deep Learning for Fault Detection and Diagnosis in Industrial Process Systems. CoRR (2020)
Chao Ning, Fengqi You
Online Learning Based Risk-Averse Stochastic MPC of Constrained Linear Uncertain Systems. CoRR (2020)
Abdulelah S. Alshehri, Rafiqul Gani, Fengqi You
Deep learning and knowledge-based methods for computer-aided molecular design - toward a unified approach: State-of-the-art and future directions. Comput. Chem. Eng. 141 (2020)
Chao Shang, Wei-Han Chen, Abraham Duncan Stroock, Fengqi You
Robust Model Predictive Control of Irrigation Systems With Active Uncertainty Learning and Data Analytics. IEEE Trans. Control. Syst. Technol. 28 (4) (2020)
Abdulelah S. Alshehri, Rafiqul Gani, Fengqi You
Deep Learning and Knowledge-Based Methods for Computer Aided Molecular Design - Toward a Unified Approach: State-of-the-Art and Future Directions. CoRR (2020)
Chao Ning, Fengqi You
A transformation-proximal bundle algorithm for multistage adaptive robust optimization and application to constrained robust optimal control. Autom. 113 (2020)
Akshay Ajagekar, Fengqi You
Quantum computing assisted deep learning for fault detection and diagnosis in industrial process systems. Comput. Chem. Eng. 143 (2020)
Shipu Zhao, Fengqi You
Distributionally Robust Chance Constrained Programming with Generative Adversarial Networks (GANs). CoRR (2020)
Chao Ning, Fengqi You
Optimization under uncertainty in the era of big data and deep learning: When machine learning meets mathematical programming. Comput. Chem. Eng. 125 (2019)
Jiyao Gao, Fengqi You
A stochastic game theoretic framework for decentralized optimization of multi-stakeholder supply chains under uncertainty. Comput. Chem. Eng. 122 (2019)
Chao Shang, Fengqi You
Posteriori Probabilistic Bounds of Convex Scenario Programs with Validation Tests. CoRR (2019)
Akshay Ajagekar, Travis Humble, Fengqi You
Quantum Computing based Hybrid Solution Strategies for Large-scale Discrete-Continuous Optimization Problems. CoRR (2019)
Wei-Han Chen, Fengqi You
Efficient Greenhouse Temperature Control with Data-Driven Robust Model Predictive. CoRR (2019)
Liang Zhao, Chao Ning, Fengqi You
Industrial Steam Systems Optimization under Uncertainty Using Data-Driven Adaptive Robust Optimization. ACC (2019)
Chao Ning, Fengqi You
Optimization under Uncertainty in the Era of Big Data and Deep Learning: When Machine Learning Meets Mathematical Programming. CoRR (2019)
Chao Shang, Wei-Han Chen, Fengqi You
Robust Constrained Model Predictive Control of Irrigation Systems Based on Data-Driven Uncertainty Set Constructions. ACC (2019)
Jiyao Gao, Fengqi You
Distributionally Robust Optimization of Shale Gas Supply Chains under Uncertainty. ACC (2019)
Chao Ning, Fengqi You
Data-Driven Adaptive Robust Optimization Framework for Unit Commitment under Renewable Energy Generation Uncertainty. ACC (2019)
Chao Ning, Fengqi You
Chemical Process Scheduling under Disjunctive Uncertainty Using Data-Driven Multistage Adaptive Robust Optimization. ACC (2019)
Dajun Yue, Jiyao Gao, Bo Zeng, Fengqi You
A projection-based reformulation and decomposition algorithm for global optimization of a class of mixed integer bilevel linear programs. J. Glob. Optim. 73 (1) (2019)
Chao Ning, Fengqi You
Data-Driven Stochastic Robust Optimization: General Computational Framework and Algorithm Leveraging Machine Learning for Optimization under Uncertainty in the Big Data Era. Comput. Chem. Eng. 111 (2018)
Jian Gong, Fengqi You
Nonlinear Adaptive Robust Optimization Model and Algorithm for Resilience Analysis and Enhancement. ACC (2018)
Chao Shang, Fengqi You
Chance Constrained Model Predictive Control via Active Uncertainty Set Learning and Calibration. CDC (2018)
Na Luo, Fengqi You
Operational Optimization of Shale Gas Processing under Feedstock Uncertainties with Updated Back-off Strategy. ACC (2018)
Chao Ning, Fengqi You
A Transformation-Proximal Bundle Algorithm for Solving Large-Scale Multistage Adaptive Robust Optimization Problems. CoRR (2018)
Jian Gong, Fengqi You
Resilient design and operations of process systems: Nonlinear adaptive robust optimization model and algorithm for resilience analysis and enhancement. Comput. Chem. Eng. 116 (2018)
Chao Ning, Fengqi You
A Transformation-Proximal Bundle Algorithm for Solving Multistage Adaptive Robust Optimization Problems. CDC (2018)
Chao Ning, Fengqi You
Data-Driven Adaptive Robust Optimization Framework Based on Principal Component Analysis. ACC (2018)
Chao Shang, Fengqi You
A data-driven robust optimization approach to scenario-based stochastic model predictive control. CoRR (2018)
Chao Ning, Fengqi You
Data-driven decision making under uncertainty integrating robust optimization with principal component analysis and kernel smoothing methods. Comput. Chem. Eng. 112 (2018)
Chao Shang, Fengqi You
Distributionally Robust Process Scheduling under Ambiguous Uncertainty. ACC (2018)
Chao Ning, Fengqi You
Adaptive robust optimization with minimax regret criterion: Multiobjective optimization framework and computational algorithm for planning and scheduling under uncertainty. Comput. Chem. Eng. 108 (2018)
Chao Shang, Fengqi You
Distributionally robust optimization for planning and scheduling under uncertainty. Comput. Chem. Eng. 110 (2018)
Chao Shang, Wei-Han Chen, Abraham Duncan Stroock, Fengqi You
Robust Model Predictive Control of Irrigation Systems with Active Uncertainty Learning and Data Analytics. CoRR (2018)
Cen Guo, Fengqi You
A Data-Driven Real-Time Irrigation Control Method Based on Model Predictive Control. CDC (2018)
Jian Gong, Minbo Yang, Fengqi You
A systematic simulation-based process intensification method for shale gas processing and NGLs recovery process systems under uncertain feedstock compositions. Comput. Chem. Eng. 105 (2017)
Chao Shang, Xiaolin Huang, Fengqi You
Data-driven robust optimization based on kernel learning. Comput. Chem. Eng. 106 (2017)
Chao Ning, Fengqi You
Data-Driven Nested Stochastic Robust Optimization: A General Computational Framework and Algorithm for Optimization under Uncertainty in the Big Data Era. CoRR (2017)
Chao Ning, Fengqi You
Leveraging big data for adaptive robust optimization of scheduling under uncertainty. ACC (2017)
Jiyao Gao, Fengqi You
Modeling framework and computational algorithm for hedging against uncertainty in sustainable supply chain design using functional-unit-based life cycle optimization. Comput. Chem. Eng. 107 (2017)
Dajun Yue, Fengqi You
Stackelberg-game-based modeling and optimization for supply chain design and operations: A mixed integer bilevel programming framework. Comput. Chem. Eng. 102 (2017)
Jiyao Gao, Fengqi You
Design and optimization of shale gas energy systems: Overview, research challenges, and future directions. Comput. Chem. Eng. 106 (2017)
Wenhe Ye, Fengqi You
A computationally efficient simulation-based optimization method with region-wise surrogate modeling for stochastic inventory management of supply chains with general network structures. Comput. Chem. Eng. 87 (2016)
Daniel J. Garcia, Fengqi You
The water-energy-food nexus and process systems engineering: A new focus. Comput. Chem. Eng. 91 (2016)
Chao Ning, Fengqi You
Data-driven robust MILP model for scheduling of multipurpose batch processes under uncertainty. CDC (2016)
Jiyao Gao, Fengqi You
Stochastic programming approach to optimal design and operations of shale gas supply chain under uncertainty. CDC (2015)
Daniel J. Garcia, Fengqi You
Supply chain design and optimization: Challenges and opportunities. Comput. Chem. Eng. 81 (2015)
Dajun Yue, Fengqi You
Bilevel programming approach for manufacturing facility investment optimization with non-cooperative suppliers and customers. ACC (2015)
Hanyu Shi, Fengqi You
Robust optimization for integrated scheduling of sequential batch processes with dynamics. ACC (2015)
Hanyu Shi, Fengqi You
Adaptive surrogate-based algorithm for integrated scheduling and dynamic optimization of sequential batch processes. CDC (2015)
Yunfei Chu, Fengqi You
Model-based integration of control and operations: Overview, challenges, advances, and opportunities. Comput. Chem. Eng. 83 (2015)
Yunfei Chu, Fengqi You, John M. Wassick, Anshul Agarwal
Integrated planning and scheduling under production uncertainties: Bi-level model formulation and hybrid solution method. Comput. Chem. Eng. 72 (2015)
Yunfei Chu, Fengqi You, John M. Wassick, Anshul Agarwal
Simulation-based optimization framework for multi-echelon inventory systems under uncertainty. Comput. Chem. Eng. 73 (2015)
Jiyao Gao, Fengqi You
Fast optimization algorithms for large-scale mixed-integer linear fractional programming problems. ACC (2015)
Jian Gong, Fengqi You
An efficient global optimization algorithm for mixed-integer nonlinear fractional programs with separable concave terms. ACC (2015)
Yunfei Chu, Fengqi You
Integrated planning, scheduling, and dynamic optimization for sequential batch processes. ACC (2015)
Wenhe Ye, Fengqi You
A fast simulation-based optimization method for inventory control of general supply chain networks under uncertainty. ACC (2015)
Yunfei Chu, Fengqi You, John M. Wassick
Hybrid method integrating agent-based modeling and heuristic tree search for scheduling of complex batch processes. Comput. Chem. Eng. 60 (2014)
Dajun Yue, Fengqi You, Seth W. Snyder
Biomass-to-bioenergy and biofuel supply chain optimization: Overview, key issues and challenges. Comput. Chem. Eng. 66 (2014)
Zhixia Zhong, Fengqi You
Globally convergent exact and inexact parametric algorithms for solving large-scale mixed-integer fractional programs and applications in process systems engineering. Comput. Chem. Eng. 61 (2014)
Yunfei Chu, Fengqi You, John M. Wassick
Hybrid agent-based method for scheduling of complex batch processes. ACC (2014)
Yunfei Chu, Fengqi You
Simulation-based method for optimizing multi-echelon inventory systems. CDC (2014)
Yunfei Chu, Fengqi You
Moving-horizon method for integrating scheduling and control. ACC (2014)
Yunfei Chu, Fengqi You
Simulation-based optimization for multi-echelon inventory systems under uncertainty. WSC (2014)
Zhixia Zhong, Fengqi You
Parametric algorithms for global optimization of mixed-integer fractional programming problems in process engineering. ACC (2014)
Dajun Yue, Fengqi You
Game-theoretic modeling and optimization of multi-echelon supply chain design and operation under Stackelberg game and market equilibrium. Comput. Chem. Eng. 71 (2014)
Yunfei Chu, Fengqi You
Integrated scheduling and dynamic optimization of network batch processes. ACC (2014)
Akansha Singh, Yunfei Chu, Fengqi You
Agent-based method for solving competitive biorefinery network design problem. WSC (2014)
Kailiang Tong, Fengqi You, Gang Rong
Robust design and operations of hydrocarbon biofuel supply chain integrating with existing petroleum refineries considering unit cost objective. Comput. Chem. Eng. 68 (2014)
Hanyu Shi, Yunfei Chu, Fengqi You
Integrated planning, scheduling, and dynamic optimization for continuous processes. CDC (2014)
Jiyao Gao, Fengqi You
Optimization of water management in shale gas production process. CDC (2014)
Yunfei Chu, Fengqi You
Integration of scheduling and dynamic optimization of batch processes under uncertainty. ACC (2014)
Yunfei Chu, Fengqi You
Integrated planning and scheduling by hybrid solution method. CDC (2014)
Dajun Yue, Fengqi You
Integration of planning, scheduling and stochastic inventory under uncertainty for flexible process networks. ACC (2013)
Yunfei Chu, Fengqi You
Integration of scheduling and dynamic optimization for sequential batch processes. ACC (2013)
Yunfei Chu, Fengqi You
Decomposition method for solving integrated problem of cyclic scheduling and PI controller design. ACC (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Fengqi You