Jinfeng Liu
Orcid: 0000-0001-8873-847XAffiliations:
- University of Alberta, Department of Chemical & Materials Engineering, Edmonton, AB, Canada
- University of California, Los Angeles, Department of Chemical and Biomolecular Engineering, CA, USA (former)
According to our database1,
Jinfeng Liu
authored at least 98 papers
between 2008 and 2024.
Collaborative distances:
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Bibliography
2024
Determination of Trace Organic Contaminant Concentration via Machine Classification of Surface-Enhanced Raman Spectra.
CoRR, 2024
2023
Control invariant set enhanced safe reinforcement learning: Improved sampling efficiency, guaranteed stability and robustness.
Comput. Chem. Eng., November, 2023
Computing control invariant sets of cascade nonlinear systems: Decomposition and distributed computing.
Comput. Chem. Eng., March, 2023
Optimizing the switching operation in monoclonal antibody production: Economic MPC and reinforcement learning.
CoRR, 2023
Integrating machine learning paradigms and mixed-integer model predictive control for irrigation scheduling.
CoRR, 2023
Maximizing soil moisture estimation accuracy through simultaneous hydraulic parameter estimation using microwave remote sensing: Methodology and application.
CoRR, 2023
Distributed economic predictive control of integrated energy systems for enhanced synergy and grid response: A decomposition and cooperation strategy.
CoRR, 2023
State estimation of a carbon capture process through POD model reduction and neural network approximation.
CoRR, 2023
Control invariant set enhanced reinforcement learning for process control: improved sampling efficiency and guaranteed stability.
CoRR, 2023
Sensor network design for post-combustion CO2 capture plants: economy, complexity and robustness.
CoRR, 2023
An Error-Triggered Adaptive Model Reduction and Soil Moisture Estimation for Agro-Hydrological System.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023
Proceedings of the American Control Conference, 2023
Proceedings of the American Control Conference, 2023
2022
CoRR, 2022
Economic model predictive control of integrated energy systems: A multi-time-scale framework.
CoRR, 2022
Computing control invariant sets of nonlinear systems: decomposition and distributed computing.
CoRR, 2022
Model predictive control of agro-hydrological systems based on a two-layer neural network modeling framework.
CoRR, 2022
CoRR, 2022
Sensitivity-based dynamic performance assessment for model predictive control with Gaussian noise.
CoRR, 2022
Robust economic MPC of the absorption column in post-combustion carbon capture through zone tracking.
CoRR, 2022
Comput. Electron. Agric., 2022
An efficient implementation of graph-based invariant set algorithm for constrained nonlinear dynamical systems.
Comput. Chem. Eng., 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
A distributed control invariant set computing algorithm for nonlinear cascade systems.
Proceedings of the American Control Conference, 2022
2021
Explicit model predictive control of permanent magnet synchronous motors based on multi-point linearization.
Trans. Inst. Meas. Control, 2021
IEEE Trans. Control. Syst. Technol., 2021
Int. J. Control, 2021
CoRR, 2021
CoRR, 2021
Subsystem decomposition and state estimation of nonlinear processes with implicit time-scale multiplicity.
CoRR, 2021
CoRR, 2021
Computing robust control invariant sets of constrained nonlinear systems: A graph algorithm approach.
Comput. Chem. Eng., 2021
Soil moisture map construction by sequential data assimilation using an extended Kalman filter.
Proceedings of the 2021 American Control Conference, 2021
2020
Soil moisture map construction using microwave remote sensors and sequential data assimilation.
CoRR, 2020
CoRR, 2020
A consensus-based approach for parameter and state estimation of agro-hydrological system.
CoRR, 2020
A review On reinforcement learning: Introduction and applications in industrial process control.
Comput. Chem. Eng., 2020
2019
IEEE Trans. Control. Syst. Technol., 2019
Erythropoietin Dose Optimization for Anemia in Chronic Kidney Disease Using Recursive Zone Model Predictive Control.
IEEE Trans. Control. Syst. Technol., 2019
IEEE Trans. Autom. Control., 2019
Parameter and state estimation of an agro-hydrological system based on system observability analysis.
Comput. Chem. Eng., 2019
Proceedings of the 28th IEEE International Symposium on Industrial Electronics, 2019
Proceedings of the 2019 American Control Conference, 2019
2018
IEEE Trans. Ind. Informatics, 2018
Soil moisture regulation of agro-hydrological systems using zone model predictive control.
Comput. Electron. Agric., 2018
Comput. Chem. Eng., 2018
Erythropoiesis-stimulating-agent Dose Optimization for Anemia Management in Chronic Kidney Disease using Recursive Constrained Modeling and Zone Model Predictive Control.
Proceedings of the 2018 Annual American Control Conference, 2018
A Comparison of Economic and Tracking Model Predictive Control in a Post Combustion CO2 Capture Process.
Proceedings of the 2018 Annual American Control Conference, 2018
2017
Autom., 2017
Proceedings of the 2017 American Control Conference, 2017
Proceedings of the 2017 American Control Conference, 2017
2016
State estimation of wastewater treatment processes using distributed extended Kalman filters.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Robust control of plantwide chemical processes based on parameter dependent dissipativity.
Proceedings of the Australian Control Conference, AuCC 2016, Newcastle, 2016
Proceedings of the 2016 American Control Conference, 2016
Proceedings of the 2016 American Control Conference, 2016
2015
Distributed moving horizon state estimation: Simultaneously handling communication delays and data losses.
Syst. Control. Lett., 2015
Proceedings of the American Control Conference, 2015
Proceedings of the American Control Conference, 2015
2014
Two triggered information transmission algorithms for distributed moving horizon state estimation.
Syst. Control. Lett., 2014
Robust moving horizon estimation based output feedback economic model predictive control.
Syst. Control. Lett., 2014
An analytic price-driven coordination scheme for distributed model predictive control systems.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
Proceedings of the American Control Conference, 2014
2013
Distributed Supervisory Predictive Control of Distributed Wind and Solar Energy Systems.
IEEE Trans. Control. Syst. Technol., 2013
Syst. Control. Lett., 2013
Distributed model predictive control: A tutorial review and future research directions.
Comput. Chem. Eng., 2013
Proceedings of the 2013 Australian Control Conference, Fremantle, WA, 2013
Proceedings of the American Control Conference, 2013
Proceedings of the American Control Conference, 2013
On fixed-time performance of Lyapunov-based economic model predictive control of nonlinear systems.
Proceedings of the American Control Conference, 2013
Proceedings of the American Control Conference, 2013
2012
Supervisory Predictive Control for Long-Term Scheduling of an Integrated Wind/Solar Energy Generation and Water Desalination System.
IEEE Trans. Control. Syst. Technol., 2012
Iterative Distributed Model Predictive Control of Nonlinear Systems: Handling Asynchronous, Delayed Measurements.
IEEE Trans. Autom. Control., 2012
Syst. Control. Lett., 2012
Proceedings of the American Control Conference, 2012
Proceedings of the American Control Conference, 2012
Composite fast-slow MPC design for nonlinear singularly perturbed systems: Stability analysis.
Proceedings of the American Control Conference, 2012
2011
IEEE Trans. Control. Syst. Technol., 2011
Economic model predictive control using Lyapunov techniques: Handling asynchronous, delayed measurements and distributed implementation.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
Model predictive control of nonlinear singularly perturbed systems: Application to a reactor-separator process network.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
A two-time-scale framework to supervisory predictive control of an integrated wind/solar energy generation and water desalination system.
Proceedings of the American Control Conference, 2011
Proceedings of the American Control Conference, 2011
Proceedings of the American Control Conference, 2011
Data-based monitoring and reconfiguration of a distributed model predictive control system.
Proceedings of the American Control Conference, 2011
2010
A two-tier control architecture for nonlinear process systems with continuous/asynchronous feedback.
Int. J. Control, 2010
Distributed model predictive control of nonlinear systems subject to asynchronous and delayed measurements.
Autom., 2010
Iterative distributed model predictive control of nonlinear systems: Handling delayed measurements.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Sequential and iterative architectures for distributed model predictive control of nonlinear process systems. Part II: Application to a catalytic alkylation of benzene process.
Proceedings of the American Control Conference, 2010
Sequential and iterative architectures for distributed model predictive control of nonlinear process systems. Part I: Theory.
Proceedings of the American Control Conference, 2010
Monitoring and handling of actuator faults in a distributed model predictive control system.
Proceedings of the American Control Conference, 2010
2009
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
Distributed model predictive control of nonlinear systems subject to delayed measurements.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
Proceedings of the American Control Conference, 2009
2008
Lyapunov-based model predictive control of nonlinear systems subject to time-varying measurement delays.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008