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ORCIDJinfeng Liu 0001
Person information
- affiliation: University of Alberta, Department of Chemical & Materials Engineering, Edmonton, AB, Canada
- affiliation (former): University of California, Los Angeles, Department of Chemical and Biomolecular Engineering, CA, USA
Other persons with the same name
- Jinfeng Liu — disambiguation page
- Jinfeng Liu 0002
![[0000-0002-5453-2761]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-5453-2761")
— Nankai University, Center for Combinatorics and LPMC, Tianjin, China - Jinfeng Liu 0003 — Gilead Sciences Inc, Foster City, CA, USA (and 2 more)
- Jinfeng Liu 0004 — China Pharmaceutical University, School of Basic Medical Sciences and Clinical Pharmacy, Nanjing, China (and 1 more)
- Jinfeng Liu 0005 — Jiangsu University of Science and Technology, School of Mechanical Engineering, Zhenjiang, China (and 1 more)
- Jinfeng Liu 0006 — University of California, Irvine, Center for Embedded Computer Systems, CA, USA (and 1 more)
- Jinfeng Liu 0007 — Shanghai Jiao Tong University, Institute of Image Processing and Pattern Recognition, China
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2020 – today
- 2024
[i30]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 abs/2402.00197 (2024)- 2023
- [j30]Benjamin Decardi-Nelson, Jinfeng Liu:
Computing control invariant sets of cascade nonlinear systems: Decomposition and distributed computing. Comput. Chem. Eng. 171: 108142 (2023) - [j29]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: 108413 (2023) - [c45]Long Wu, Jinfeng Liu:
Decomposition and distributed predictive control of integrated energy systems. ACC 2023: 3130-3135 - [c44]Siyu Liu, Xunyuan Yin, Jinfeng Liu:
Sensor placement for post-combustion CO2 capture plants. ACC 2023: 3454-3459 - [c43]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: 7586-7591 - [i29]Siyu Liu, Xunyuan Yin, Jinfeng Liu:
Sensor network design for post-combustion CO2 capture plants: economy, complexity and robustness. CoRR abs/2303.08229 (2023) - [i28]Song Bo, Xunyuan Yin, Jinfeng Liu:
Control invariant set enhanced reinforcement learning for process control: improved sampling efficiency and guaranteed stability. CoRR abs/2304.05509 (2023) - [i27]Siyu Liu, Xunyuan Yin, Jinfeng Liu:
State estimation of a carbon capture process through POD model reduction and neural network approximation. CoRR abs/2304.05514 (2023) - [i26]Long Wu, Xunyuan Yin, Lei Pan, Jinfeng Liu:
Distributed economic predictive control of integrated energy systems for enhanced synergy and grid response: A decomposition and cooperation strategy. CoRR abs/2305.05652 (2023) - [i25]Zhiyinan Huang, Jinfeng Liu, Biao Huang:
Robust MPC with Zone Tracking. CoRR abs/2305.11385 (2023) - [i24]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 abs/2305.15549 (2023) - [i23]Song Bo, Bernard T. Agyeman, Xunyuan Yin, Jinfeng Liu:
Control invariant set enhanced safe reinforcement learning: improved sampling efficiency, guaranteed stability and robustness. CoRR abs/2305.15602 (2023) - [i22]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 abs/2306.08715 (2023) - [i21]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 abs/2308.03928 (2023) - 2022
- [j28]Benjamin Decardi-Nelson, Jinfeng Liu:
An efficient implementation of graph-based invariant set algorithm for constrained nonlinear dynamical systems. Comput. Chem. Eng. 164: 107906 (2022) - [j27]Soumya Ranjan Sahoo, Jinfeng Liu:
Adaptive Model Reduction and State Estimation of Agro-hydrological Systems. Comput. Electron. Agric. 195: 106825 (2022) - [c42]Benjamin Decardi-Nelson, Jinfeng Liu:
A distributed control invariant set computing algorithm for nonlinear cascade systems. ACC 2022: 172-177 - [c41]Soumya Ranjan Sahoo, Jinfeng Liu:
Adaptive Model Reduction and State Estimation of Agro-hydrological Systems. ACC 2022: 2559-2564 - [c40]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 - [i20]Benjamin Decardi-Nelson, Jinfeng Liu:
Robust economic MPC of the absorption column in post-combustion carbon capture through zone tracking. CoRR abs/2201.01814 (2022) - [i19]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 abs/2201.01828 (2022) - [i18]Siyu Liu, Xunyuan Yin, Jinfeng Liu, Feng Ding:
Distributed simultaneous state and parameter estimation of nonlinear systems. CoRR abs/2201.03474 (2022) - [i17]Benjamin Decardi-Nelson, Jinfeng Liu:
An efficient implementation of graph-based invariant set algorithm for constrained nonlinear dynamical systems. CoRR abs/2202.06111 (2022) - [i16]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 abs/2203.06548 (2022) - [i15]Zhiyinan Huang, Jinfeng Liu, Biao Huang:
Model predictive control of agro-hydrological systems based on a two-layer neural network modeling framework. CoRR abs/2204.12694 (2022) - [i14]Benjamin Decardi-Nelson, Jinfeng Liu:
Computing control invariant sets of nonlinear systems: decomposition and distributed computing. CoRR abs/2205.05622 (2022) - [i13]Long Wu, Xunyuan Yin, Lei Pan, Jinfeng Liu:
Economic model predictive control of integrated energy systems: A multi-time-scale framework. CoRR abs/2205.10433 (2022) - [i12]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 abs/2206.08851 (2022) - [i11]Siyu Liu, Xunyuan Yin, Zhichao Pan, Jinfeng Liu:
A sensitivity-based approach to optimal sensor selection for process networks. CoRR abs/2208.00584 (2022) - 2021
- [j26]Benjamin Decardi-Nelson, Jinfeng Liu:
Computing robust control invariant sets of constrained nonlinear systems: A graph algorithm approach. Comput. Chem. Eng. 145: 107177 (2021) - [j25]Guoyang Yan, Jinfeng Liu, Yousef Alipouri, Biao Huang:
Performance assessment of distributed LQG control subject to communication delays. Int. J. Control 94(12): 3551-3562 (2021) - [j24]Xunyuan Yin, Jinfeng Liu:
Event-Triggered State Estimation of Linear Systems Using Moving Horizon Estimation. IEEE Trans. Control. Syst. Technol. 29(2): 901-909 (2021) - [j23]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) - [c39]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: 4351-4356 - [i10]Zhiyinan Huang, Qinyao Liu, Jinfeng Liu, Biao Huang:
A comparative study of model approximation methods applied to economic MPC. CoRR abs/2106.11258 (2021) - [i9]Benjamin Decardi-Nelson, Jinfeng Liu:
Robust economic model predictive control with zone tracking. CoRR abs/2109.09810 (2021) - [i8]Sarupa Debnath, Soumya Ranjan Sahoo, Benjamin Decardi-Nelson, Jinfeng Liu:
Subsystem decomposition and state estimation of nonlinear processes with implicit time-scale multiplicity. CoRR abs/2110.00618 (2021) - [i7]Bernard T. Agyeman, Soumya R. Sahoo, Jinfeng Liu, Sirish L. Shah:
LSTM-based model predictive control with discrete inputs for irrigation scheduling. CoRR abs/2112.06352 (2021) - [i6]Soumya R. Sahoo, Bernard T. Agyeman, Sarupa Debnath, Jinfeng Liu:
Knowledge-based optimal irrigation scheduling of agro-hydrological systems. CoRR abs/2112.06354 (2021) - [i5]Soumya R. Sahoo, Jinfeng Liu:
Adaptive model reduction and state estimation of agro-hydrological systems. CoRR abs/2112.12061 (2021) - 2020
- [j22]Rui Nian, Jinfeng Liu, Biao Huang:
A review On reinforcement learning: Introduction and applications in industrial process control. Comput. Chem. Eng. 139: 106886 (2020) - [i4]Xunyuan Yin, Song Bo, Jinfeng Liu, Biao Huang:
A consensus-based approach for parameter and state estimation of agro-hydrological system. CoRR abs/2006.04931 (2020) - [i3]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 abs/2007.15607 (2020) - [i2]Benjamin Decardi-Nelson, Jinfeng Liu:
Computing robust control invariant sets of constrained nonlinear systems: A graph algorithm approach. CoRR abs/2009.13581 (2020) - [i1]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 abs/2010.07037 (2020)
2010 – 2019
- 2019
- [j21]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: 450-464 (2019) - [j20]Su Liu, Yawen Mao, Jinfeng Liu:
Model-Predictive Control With Generalized Zone Tracking. IEEE Trans. Autom. Control. 64(11): 4698-4704 (2019) - [j19]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): 1181-1193 (2019) - [j18]Xunyuan Yin, Jing Zeng, Jinfeng Liu:
Forming Distributed State Estimation Network From Decentralized Estimators. IEEE Trans. Control. Syst. Technol. 27(6): 2430-2443 (2019) - [c38]Yawen Mao, Su Liu, Benjamin Decardi-Nelson, Jinfeng Liu:
Min-max economic MPC of networked control systems with transmission delays. ACC 2019: 1164-1169 - [c37]Langwen Zhang, Jinfeng Liu, Wei Xie, Xunyuan Yin:
Robust Model Predictive Control of the Cutterhead System in Tunnel Boring Machines. ISIE 2019: 2277-2282 - 2018
- [j17]Xunyuan Yin, Jinfeng Liu:
State estimation of wastewater treatment plants based on model approximation. Comput. Chem. Eng. 111: 79-91 (2018) - [j16]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: 239-247 (2018) - [j15]Mohammad Rashedi, Jinfeng Liu, Biao Huang:
Triggered Communication in Distributed Adaptive High-Gain EKF. IEEE Trans. Ind. Informatics 14(1): 58-68 (2018) - [c36]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: 2326-2331 - [c35]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: 3921-3926 - 2017
- [j14]Xunyuan Yin, Jinfeng Liu:
Distributed moving horizon state estimation of two-time-scale nonlinear systems. Autom. 79: 152-161 (2017) - [c34]Xunyuan Yin, Jing Zeng, Jinfeng Liu:
From decentralized to distributed state estimation. ACC 2017: 1904-1909 - [c33]Su Liu, Jinfeng Liu:
A terminal cost for economic model predictive control with local optimality. ACC 2017: 1954-1959 - 2016
- [j13]Su Liu, Jinfeng Liu:
Economic model predictive control with extended horizon. Autom. 73: 180-192 (2016) - [c32]Su Liu, Jinfeng Liu:
Economic model predictive control for scheduled switching operations. ACC 2016: 1784-1789 - [c31]Xunyuan Yin, Kevin Arulmaran, Jinfeng Liu:
Subsystem decomposition for distributed state estimation of nonlinear systems. ACC 2016: 5569-5574 - [c30]Chaoxu Zheng, Jie Bao, Jinfeng Liu:
Robust control of plantwide chemical processes based on parameter dependent dissipativity. AuCC 2016: 305-310 - [c29]Tianrui An, Jinfeng Liu, J. Fraser Forbes:
Coordinated distributed MHE for linear systems. CDC 2016: 105-110 - [c28]Jing Zeng, Jinfeng Liu, Tao Zou, Decheng Yuan:
State estimation of wastewater treatment processes using distributed extended Kalman filters. CDC 2016: 6721-6726 - 2015
- [j12]Jing Zeng, Jinfeng Liu:
Distributed moving horizon state estimation: Simultaneously handling communication delays and data losses. Syst. Control. Lett. 75: 56-68 (2015) - [c27]Shuning Li, Jinfeng Liu, J. Fraser Forbes:
Convergence properties of two coordinated distributed MPC algorithms. ACC 2015: 5377-5383 - [c26]Jing Zeng, Jinfeng Liu:
Distributed moving horizon estimation subject to communication delays and losses. ACC 2015: 5533-5538 - 2014
- [j11]Jing Zhang, Jinfeng Liu:
Two triggered information transmission algorithms for distributed moving horizon state estimation. Syst. Control. Lett. 65: 1-12 (2014) - [j10]Matthew J. Ellis, Jing Zhang, Jinfeng Liu, Panagiotis D. Christofides:
Robust moving horizon estimation based output feedback economic model predictive control. Syst. Control. Lett. 68: 101-109 (2014) - [c25]Jing Zhang, Jinfeng Liu:
Distributed moving horizon state estimation with triggered communication. ACC 2014: 5700-5705 - [c24]Bardia Hassanzadeh, Jinfeng Liu, J. Fraser Forbes:
An analytic price-driven coordination scheme for distributed model predictive control systems. CDC 2014: 2461-2466 - 2013
- [j9]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: 21-41 (2013) - [j8]Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides:
Economic model predictive control of switched nonlinear systems. Syst. Control. Lett. 62(1): 77-84 (2013) - [j7]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): 504-512 (2013) - [c23]Jinfeng Liu:
Robust moving horizon state estimation for nonlinear systems. ACC 2013: 253-258 - [c22]Bardia Hassanzadeh, Hallas Pakravesh, Jinfeng Liu, J. Fraser Forbes:
Coordinated-distributed MPC of nonlinear systems based on price-driven coordination. ACC 2013: 3153-3158 - [c21]Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides:
On fixed-time performance of Lyapunov-based economic model predictive control of nonlinear systems. ACC 2013: 3165-3170 - [c20]Su Liu, Jinfeng Liu, Yiping Feng, Gang Rong:
Achievable performance of decentralized control systems. ACC 2013: 5797-5802 - [c19]Chaoxu Zheng, Michael J. Tippett, Jie Bao, Jinfeng Liu:
Multirate dissipativity-based distributed MPC. AuCC 2013: 325-330 - 2012
- [j6]Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides:
State-estimation-based economic model predictive control of nonlinear systems. Syst. Control. Lett. 61(9): 926-935 (2012) - [j5]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): 528-534 (2012) - [j4]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): 504-512 (2012) - [c18]Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides:
Distributed model predictive control of switched nonlinear systems. ACC 2012: 3198-3203 - [c17]Xianzhong Chen, Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides:
Composite fast-slow MPC design for nonlinear singularly perturbed systems: Stability analysis. ACC 2012: 4136-4141 - [c16]Akradej Leosirikul, David Chilin, Jinfeng Liu, James F. Davis, Panagiotis D. Christofides:
Monitoring of low-level PID control loops. ACC 2012: 5664-5669 - 2011
- [j3]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): 199-207 (2011) - [c15]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: 2677-2682 - [c14]David Chilin, Jinfeng Liu, James F. Davis, Panagiotis D. Christofides:
Data-based monitoring and reconfiguration of a distributed model predictive control system. ACC 2011: 3158-3165 - [c13]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: 5181-5188 - [c12]Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides:
Lyapunov-based economic model predictive control of nonlinear systems. ACC 2011: 5195-5200 - [c11]Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides:
Economic model predictive control using Lyapunov techniques: Handling asynchronous, delayed measurements and distributed implementation. CDC/ECC 2011: 4646-4653 - [c10]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: 8125-8132 - 2010
- [j2]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): 52-61 (2010) - [j1]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): 257-272 (2010) - [c9]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: 2847-2854 - [c8]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: 3148-3155 - [c7]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: 3156-3161 - [c6]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: 7251-7258
2000 – 2009
- 2009
- [c5]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. ACC 2009: 133-140 - [c4]Jinfeng Liu, David Muñoz de la Peña, Panagiotis D. Christofides:
Distributed model predictive control of nonlinear systems with input constraints. ACC 2009: 2319-2326 - [c3]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: 4117-4124 - [c2]Jinfeng Liu, David Muñoz de la Peña, Panagiotis D. Christofides:
Distributed model predictive control of nonlinear systems subject to delayed measurements. CDC 2009: 7105-7112 - 2008
- [c1]Jinfeng Liu, David Muñoz de la Peña, Panagiotis D. Christofides, James F. Davis:
Lyapunov-based model predictive control of nonlinear systems subject to time-varying measurement delays. CDC 2008: 4632-4639
Coauthor Index
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