Jinfeng Liu

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 65

Top Venues

Publications

Sarupa Debnath, Bernard T. Agyeman, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu
Performance triggered adaptive model reduction for soil moisture estimation in precision irrigation. CoRR (2024)
Lingzhi Zhang, Lei Xie, Hongye Su, Jinfeng Liu
Data-driven auto-tuning strategy for RTO-MPC based on Bayesian optimization. Comput. Chem. Eng. 187 (2024)
Vishnu Jayaprakash, Jae Bem You, Chiranjeevi Kanike, Jinfeng Liu, Christopher McCallum, Xuehua Zhang
Determination of Trace Organic Contaminant Concentration via Machine Classification of Surface-Enhanced Raman Spectra. CoRR (2024)
Zhiyinan Huang, Jinfeng Liu, Biao Huang
Robust MPC with Zone Tracking. CoRR (2023)
Benjamin Decardi-Nelson, Jinfeng Liu
Computing control invariant sets of cascade nonlinear systems: Decomposition and distributed computing. Comput. Chem. Eng. 171 (2023)
Long Wu, Jinfeng Liu
Decomposition and distributed predictive control of integrated energy systems. ACC (2023)
Siyu Liu, Xunyuan Yin, Jinfeng Liu
Sensor placement for post-combustion CO2 capture plants. ACC (2023)
Song Bo, Bernard T. Agyeman, Xunyuan Yin, Jinfeng Liu
Control invariant set enhanced safe reinforcement learning: Improved sampling efficiency, guaranteed stability and robustness. Comput. Chem. Eng. 179 (2023)
Sandra A. Obiri, Song Bo, Bernard T. Agyeman, Benjamin Decardi-Nelson, Jinfeng Liu
Optimizing the switching operation in monoclonal antibody production: Economic MPC and reinforcement learning. CoRR (2023)
Sarupa Debnath, Soumya Ranjan Sahoo, Bernard T. Agyeman, Xunyuan Yin, Jinfeng Liu
An Error-Triggered Adaptive Model Reduction and Soil Moisture Estimation for Agro-Hydrological System. CDC (2023)
Siyu Liu, Xunyuan Yin, Jinfeng Liu
Sensor network design for post-combustion CO2 capture plants: economy, complexity and robustness. CoRR (2023)
Bernard T. Agyeman, Mohamed Naouri, Willemijn Appels, Jinfeng Liu, Sirish L. Shah
Integrating machine learning paradigms and mixed-integer model predictive control for irrigation scheduling. CoRR (2023)
Song Bo, Xunyuan Yin, Jinfeng Liu
Control invariant set enhanced reinforcement learning for process control: improved sampling efficiency and guaranteed stability. CoRR (2023)
Siyu Liu, Xunyuan Yin, Jinfeng Liu
State estimation of a carbon capture process through POD model reduction and neural network approximation. CoRR (2023)
Bernard T. Agyeman, Erfan Orouskhani, Mohamed Naouri, Willemijn Appels, Maik Wolleben, Jinfeng Liu, Sirish L. Shah
Maximizing soil moisture estimation accuracy through simultaneous hydraulic parameter estimation using microwave remote sensing: Methodology and application. CoRR (2023)
Benjamin Decardi-Nelson, Jinfeng Liu
Robust economic MPC of the absorption column in post-combustion carbon capture through zone tracking. CoRR (2022)
Mohan Zhang, Xiaozhou Wang, Benjamin Decardi-Nelson, Bo Song, An Zhang, Jinfeng Liu, Sile Tao, Jiayi Cheng, Xiaohong Liu, DengDeng Yu, Matthew Poon, Animesh Garg
SMPL: Simulated Industrial Manufacturing and Process Control Learning Environments. CoRR (2022)
Benjamin Decardi-Nelson, Jinfeng Liu
A distributed control invariant set computing algorithm for nonlinear cascade systems. ACC (2022)
Soumya Ranjan Sahoo, Jinfeng Liu
Adaptive Model Reduction and State Estimation of Agro-hydrological Systems. ACC (2022)
Soumya Ranjan Sahoo, Jinfeng Liu
Adaptive Model Reduction and State Estimation of Agro-hydrological Systems. Comput. Electron. Agric. 195 (2022)
Siyu Liu, Xunyuan Yin, Zhichao Pan, Jinfeng Liu
A sensitivity-based approach to optimal sensor selection for process networks. CoRR (2022)
Long Wu, Xunyuan Yin, Lei Pan, Jinfeng Liu
Economic model predictive control of integrated energy systems: A multi-time-scale framework. CoRR (2022)
Benjamin Decardi-Nelsona, Jinfeng Liu
An efficient implementation of graph-based invariant set algorithm for constrained nonlinear dynamical systems. CoRR (2022)
Benjamin Decardi-Nelson, Jinfeng Liu
An efficient implementation of graph-based invariant set algorithm for constrained nonlinear dynamical systems. Comput. Chem. Eng. 164 (2022)
Erfan Orouskhani, Soumya R. Sahoo, Bernard T. Agyeman, Song Bo, Jinfeng Liu
Impact of sensor placement in soil water estimation: A real-case study. CoRR (2022)
Mohan Zhang, Xiaozhou Wang, Benjamin Decardi-Nelson, Bo Song, An Zhang, Jinfeng Liu, Sile Tao, Jiayi Cheng, Xiaohong Liu, Dengdeng Yu, Matthew Poon, Animesh Garg
SMPL: Simulated Industrial Manufacturing and Process Control Learning Environments. NeurIPS (2022)
Siyu Liu, Xunyuan Yin, Jinfeng Liu, Feng Ding
Distributed simultaneous state and parameter estimation of nonlinear systems. CoRR (2022)
Zhiyinan Huang, Jinfeng Liu, Biao Huang
Model predictive control of agro-hydrological systems based on a two-layer neural network modeling framework. CoRR (2022)
Benjamin Decardi-Nelson, Jinfeng Liu
Computing control invariant sets of nonlinear systems: decomposition and distributed computing. CoRR (2022)
Jianbang Liu, Song Bo, Benjamin Decardi-Nelson, Jinfeng Liu, Jingtao Hu, Tao Zou
Sensitivity-based dynamic performance assessment for model predictive control with Gaussian noise. CoRR (2022)
Benjamin Decardi-Nelson, Jinfeng Liu
Computing robust control invariant sets of constrained nonlinear systems: A graph algorithm approach. Comput. Chem. Eng. 145 (2021)
Bernard T. Agyeman, Song Bo, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu, Sirish L. Shah
Soil moisture map construction by sequential data assimilation using an extended Kalman filter. ACC (2021)
Benjamin Decardi-Nelson, Jinfeng Liu
Robust economic model predictive control with zone tracking. CoRR (2021)
Soumya R. Sahoo, Jinfeng Liu
Adaptive model reduction and state estimation of agro-hydrological systems. CoRR (2021)
Soumya R. Sahoo, Bernard T. Agyeman, Sarupa Debnath, Jinfeng Liu
Knowledge-based optimal irrigation scheduling of agro-hydrological systems. CoRR (2021)
Zhiyinan Huang, Qinyao Liu, Jinfeng Liu, Biao Huang
A comparative study of model approximation methods applied to economic MPC. CoRR (2021)
Bernard T. Agyeman, Soumya R. Sahoo, Jinfeng Liu, Sirish L. Shah
LSTM-based model predictive control with discrete inputs for irrigation scheduling. CoRR (2021)
Qian Guo, Tianhong Pan, Jinfeng Liu, Shan Chen
Explicit model predictive control of permanent magnet synchronous motors based on multi-point linearization. Trans. Inst. Meas. Control 43 (12) (2021)
Xunyuan Yin, Jinfeng Liu
Event-Triggered State Estimation of Linear Systems Using Moving Horizon Estimation. IEEE Trans. Control. Syst. Technol. 29 (2) (2021)
Sarupa Debnath, Soumya Ranjan Sahoo, Benjamin Decardi-Nelson, Jinfeng Liu
Subsystem decomposition and state estimation of nonlinear processes with implicit time-scale multiplicity. CoRR (2021)
Jianbang Liu, Aristarchus Gnanasekar, Yi Zhang, Song Bo, Jinfeng Liu, Jingtao Hu, Tao Zou
Simultaneous state and parameter estimation: the role of sensitivity analysis. CoRR (2020)
Bernard T. Agyeman, Song Bo, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu, Sirish L. Shah
Soil moisture map construction using microwave remote sensors and sequential data assimilation. CoRR (2020)
Rui Nian, Jinfeng Liu, Biao Huang
A review On reinforcement learning: Introduction and applications in industrial process control. Comput. Chem. Eng. 139 (2020)
Benjamin Decardi-Nelson, Jinfeng Liu
Computing robust control invariant sets of constrained nonlinear systems: A graph algorithm approach. CoRR (2020)
Xunyuan Yin, Song Bo, Jinfeng Liu, Biao Huang
A consensus-based approach for parameter and state estimation of agro-hydrological system. CoRR (2020)
Langwen Zhang, Jinfeng Liu, Wei Xie, Xunyuan Yin
Robust Model Predictive Control of the Cutterhead System in Tunnel Boring Machines. ISIE (2019)
Jayson McAllister, Zukui Li, Jinfeng Liu, Ulrich Simonsmeier
Erythropoietin Dose Optimization for Anemia in Chronic Kidney Disease Using Recursive Zone Model Predictive Control. IEEE Trans. Control. Syst. Technol. 27 (3) (2019)
Jannatun Nahar, Jinfeng Liu, Sirish L. Shah
Parameter and state estimation of an agro-hydrological system based on system observability analysis. Comput. Chem. Eng. 121 (2019)
Xunyuan Yin, Jing Zeng, Jinfeng Liu
Forming Distributed State Estimation Network From Decentralized Estimators. IEEE Trans. Control. Syst. Technol. 27 (6) (2019)
Yawen Mao, Su Liu, Benjamin Decardi-Nelson, Jinfeng Liu
Min-max economic MPC of networked control systems with transmission delays. ACC (2019)
Su Liu, Yawen Mao, Jinfeng Liu
Model-Predictive Control With Generalized Zone Tracking. IEEE Trans. Autom. Control. 64 (11) (2019)
Jayson McAllister, Jinfeng Liu, Zukui Li, Ulrich Simonsmeier
Erythropoiesis-stimulating-agent Dose Optimization for Anemia Management in Chronic Kidney Disease using Recursive Constrained Modeling and Zone Model Predictive Control. ACC (2018)
Xunyuan Yin, Jinfeng Liu
State estimation of wastewater treatment plants based on model approximation. Comput. Chem. Eng. 111 (2018)
Benjamin Decardi-Nelson, Su Liu, Jinfeng Liu
A Comparison of Economic and Tracking Model Predictive Control in a Post Combustion CO2 Capture Process. ACC (2018)
Yawen Mao, Su Liu, Jannatun Nahar, Jinfeng Liu, Feng Ding
Soil moisture regulation of agro-hydrological systems using zone model predictive control. Comput. Electron. Agric. 154 (2018)
Mohammad Rashedi, Jinfeng Liu, Biao Huang
Triggered Communication in Distributed Adaptive High-Gain EKF. IEEE Trans. Ind. Informatics 14 (1) (2018)
Xunyuan Yin, Jinfeng Liu
Distributed moving horizon state estimation of two-time-scale nonlinear systems. Autom. 79 (2017)
Xunyuan Yin, Jing Zeng, Jinfeng Liu
From decentralized to distributed state estimation. ACC (2017)
Su Liu, Jinfeng Liu
A terminal cost for economic model predictive control with local optimality. ACC (2017)
Su Liu, Jinfeng Liu
Economic model predictive control for scheduled switching operations. ACC (2016)
Su Liu, Jinfeng Liu
Economic model predictive control with extended horizon. Autom. 73 (2016)
Chaoxu Zheng, Jie Bao, Jinfeng Liu
Robust control of plantwide chemical processes based on parameter dependent dissipativity. AuCC (2016)
Tianrui An, Jinfeng Liu, J. Fraser Forbes
Coordinated distributed MHE for linear systems. CDC (2016)
Xunyuan Yin, Kevin Arulmaran, Jinfeng Liu
Subsystem decomposition for distributed state estimation of nonlinear systems. ACC (2016)
Jing Zeng, Jinfeng Liu, Tao Zou, Decheng Yuan
State estimation of wastewater treatment processes using distributed extended Kalman filters. CDC (2016)
Shuning Li, Jinfeng Liu, J. Fraser Forbes
Convergence properties of two coordinated distributed MPC algorithms. ACC (2015)
Jing Zeng, Jinfeng Liu
Distributed moving horizon state estimation: Simultaneously handling communication delays and data losses. Syst. Control. Lett. 75 (2015)
Jing Zeng, Jinfeng Liu
Distributed moving horizon estimation subject to communication delays and losses. ACC (2015)
Bardia Hassanzadeh, Jinfeng Liu, J. Fraser Forbes
An analytic price-driven coordination scheme for distributed model predictive control systems. CDC (2014)
Matthew Ellis, Jing Zhang, Jinfeng Liu, Panagiotis D. Christofides
Robust moving horizon estimation based output feedback economic model predictive control. Syst. Control. Lett. 68 (2014)
Jing Zhang, Jinfeng Liu
Distributed moving horizon state estimation with triggered communication. ACC (2014)
Jing Zhang, Jinfeng Liu
Two triggered information transmission algorithms for distributed moving horizon state estimation. Syst. Control. Lett. 65 (2014)
Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides
On fixed-time performance of Lyapunov-based economic model predictive control of nonlinear systems. ACC (2013)
Chaoxu Zheng, Michael J. Tippett, Jie Bao, Jinfeng Liu
Multirate dissipativity-based distributed MPC. AuCC (2013)
Su Liu, Jinfeng Liu, Yiping Feng, Gang Rong
Achievable performance of decentralized control systems. ACC (2013)
Bardia Hassanzadeh, Hallas Pakravesh, Jinfeng Liu, J. Fraser Forbes
Coordinated-distributed MPC of nonlinear systems based on price-driven coordination. ACC (2013)
Wei Qi, Jinfeng Liu, Panagiotis D. Christofides
Distributed Supervisory Predictive Control of Distributed Wind and Solar Energy Systems. IEEE Trans. Control. Syst. Technol. 21 (2) (2013)
Jinfeng Liu
Robust moving horizon state estimation for nonlinear systems. ACC (2013)
Panagiotis D. Christofides, Riccardo Scattolini, David Muñoz de la Peña, Jinfeng Liu
Distributed model predictive control: A tutorial review and future research directions. Comput. Chem. Eng. 51 (2013)
Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides
Economic model predictive control of switched nonlinear systems. Syst. Control. Lett. 62 (1) (2013)
Jinfeng Liu, Xianzhong Chen, David Muñoz de la Peña, Panagiotis D. Christofides
Iterative Distributed Model Predictive Control of Nonlinear Systems: Handling Asynchronous, Delayed Measurements. IEEE Trans. Autom. Control. 57 (2) (2012)
Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides
Distributed model predictive control of switched nonlinear systems. ACC (2012)
Akradej Leosirikul, David Chilin, Jinfeng Liu, James F. Davis, Panagiotis D. Christofides
Monitoring of low-level PID control loops. ACC (2012)
Wei Qi, Jinfeng Liu, Panagiotis D. Christofides
Supervisory Predictive Control for Long-Term Scheduling of an Integrated Wind/Solar Energy Generation and Water Desalination System. IEEE Trans. Control. Syst. Technol. 20 (2) (2012)
Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides
State-estimation-based economic model predictive control of nonlinear systems. Syst. Control. Lett. 61 (9) (2012)
Xianzhong Chen, Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides
Composite fast-slow MPC design for nonlinear singularly perturbed systems: Stability analysis. ACC (2012)
Wei Qi, Jinfeng Liu, Panagiotis D. Christofides
A two-time-scale framework to supervisory predictive control of an integrated wind/solar energy generation and water desalination system. ACC (2011)
David Chilin, Jinfeng Liu, James F. Davis, Panagiotis D. Christofides
Data-based monitoring and reconfiguration of a distributed model predictive control system. ACC (2011)
Mohsen Heidarinejad, Jinfeng Liu, David Muñoz de la Peña, James F. Davis, Panagiotis D. Christofides
Multirate distributed model predictive control of nonlinear systems. ACC (2011)
Wei Qi, Jinfeng Liu, Xianzhong Chen, Panagiotis D. Christofides
Supervisory Predictive Control of Standalone Wind/Solar Energy Generation Systems. IEEE Trans. Control. Syst. Technol. 19 (1) (2011)
Xianzhong Chen, Mohsen Heidarinejad, Jinfeng Liu, David Muñoz de la Peña, Panagiotis D. Christofides
Model predictive control of nonlinear singularly perturbed systems: Application to a reactor-separator process network. CDC/ECC (2011)
Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides
Economic model predictive control using Lyapunov techniques: Handling asynchronous, delayed measurements and distributed implementation. CDC/ECC (2011)
Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides
Lyapunov-based economic model predictive control of nonlinear systems. ACC (2011)
Jinfeng Liu, David Muñoz de la Peña, Benjamin James Ohran, Panagiotis D. Christofides, James F. Davis
A two-tier control architecture for nonlinear process systems with continuous/asynchronous feedback. Int. J. Control 83 (2) (2010)
Jinfeng Liu, Xianzhong Chen, David Muñoz de la Peña, Panagiotis D. Christofides
Sequential and iterative architectures for distributed model predictive control of nonlinear process systems. Part II: Application to a catalytic alkylation of benzene process. ACC (2010)
David Chilin, Jinfeng Liu, David Muñoz de la Peña, Panagiotis D. Christofides, James F. Davis
Monitoring and handling of actuator faults in a distributed model predictive control system. ACC (2010)
Jinfeng Liu, David Muñoz de la Peña, Panagiotis D. Christofides
Distributed model predictive control of nonlinear systems subject to asynchronous and delayed measurements. Autom. 46 (1) (2010)
Jinfeng Liu, Xianzhong Chen, David Muñoz de la Peña, Panagiotis D. Christofides
Sequential and iterative architectures for distributed model predictive control of nonlinear process systems. Part I: Theory. ACC (2010)
Jinfeng Liu, Xianzhong Chen, David Muñoz de la Peña, Panagiotis D. Christofides
Iterative distributed model predictive control of nonlinear systems: Handling delayed measurements. CDC (2010)
Benjamin James Ohran, Jinfeng Liu, David Muñoz de la Peña, Panagiotis D. Christofides, James F. Davis
Networked monitoring and fault-tolerant control of nonlinear process systems. CDC (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jinfeng Liu