Panagiotis D. Christofides
According to our database1,
Panagiotis D. Christofides
authored at least 201 papers
between 1996 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2009, "For contributions to analysis and control of nonlinear and distributed parameter processes".
Timeline
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On csauthors.net:
Bibliography
2024
Integrating machine learning detection and encrypted control for enhanced cybersecurity of nonlinear processes.
Comput. Chem. Eng., January, 2024
2023
Computational fluid dynamics modeling of a discrete feed atomic layer deposition reactor: Application to reactor design and operation.
Comput. Chem. Eng., October, 2023
Model predictive control of nonlinear processes using neural ordinary differential equation models.
Comput. Chem. Eng., October, 2023
Data-based modeling and control of nonlinear process systems using sparse identification: An overview of recent results.
Comput. Chem. Eng., June, 2023
Comput. Chem. Eng., March, 2023
Proceedings of the 31st Mediterranean Conference on Control and Automatio, 2023
Partially-connected recurrent neural network model generalization error: Application to model predictive control of nonlinear processes.
Proceedings of the 31st Mediterranean Conference on Control and Automatio, 2023
2022
Multiscale computational fluid dynamics modeling of thermal atomic layer etching: Application to chamber configuration design.
Comput. Chem. Eng., 2022
Multiscale computational fluid dynamics modeling of spatial thermal atomic layer etching.
Comput. Chem. Eng., 2022
Machine learning-based run-to-run control of a spatial thermal atomic layer etching reactor.
Comput. Chem. Eng., 2022
A tutorial review of neural network modeling approaches for model predictive control.
Comput. Chem. Eng., 2022
Statistical machine-learning-based predictive control using barrier functions for process operational safety.
Comput. Chem. Eng., 2022
Barrier-function-based distributed predictive control for operational safety of nonlinear processes.
Comput. Chem. Eng., 2022
Handling noisy data in sparse model identification using subsampling and co-teaching.
Comput. Chem. Eng., 2022
Proceedings of the American Control Conference, 2022
2021
Integration of feedback control and run-to-run control for plasma enhanced atomic layer deposition of hafnium oxide thin films.
Comput. Chem. Eng., 2021
Machine learning-based modeling and operation of plasma-enhanced atomic layer deposition of hafnium oxide thin films.
Comput. Chem. Eng., 2021
Sparse-identification-based model predictive control of nonlinear two-time-scale processes.
Comput. Chem. Eng., 2021
Improving Machine Learning Modeling of Nonlinear Processes Under Noisy Data Via Co-teaching Method.
Proceedings of the 2021 American Control Conference, 2021
Handling Noisy Data in Machine Learning Modeling and Predictive Control of Nonlinear Processes.
Proceedings of the 2021 American Control Conference, 2021
Cyber-Security of Decentralized and Distributed Control Architectures with Machine-Learning Detectors for Nonlinear Processes.
Proceedings of the 2021 American Control Conference, 2021
2020
Neurocomputing, 2020
Intermittent sensor fault detection for stochastic LTV systems with parameter uncertainty and limited resolution.
Int. J. Control, 2020
Multiscale computational fluid dynamics modeling and reactor design of plasma-enhanced atomic layer deposition.
Comput. Chem. Eng., 2020
Control Lyapunov-Barrier function-based predictive control of nonlinear processes using machine learning modeling.
Comput. Chem. Eng., 2020
Computational fluid dynamics-based in-situ sensor analytics of direct metal laser solidification process using machine learning.
Comput. Chem. Eng., 2020
Cyber-attack detection and resilient operation of nonlinear processes under economic model predictive control.
Comput. Chem. Eng., 2020
Proceedings of the 28th Mediterranean Conference on Control and Automation, 2020
Machine Learning-Based Cyber-attack Detection and Resilient Operation via Economic Model Predictive Control for Nonlinear Processes.
Proceedings of the 28th Mediterranean Conference on Control and Automation, 2020
Incorporating Structural Process Knowledge in Recurrent Neural Network Modeling of Nonlinear Processes.
Proceedings of the 2020 American Control Conference, 2020
Control Lyapunov-Barrier Function-Based Predictive Control of Nonlinear Systems Using Machine Learning Models.
Proceedings of the 2020 American Control Conference, 2020
2019
Operational safety of chemical processes via Safeness-Index based MPC: Two large-scale case studies.
Comput. Chem. Eng., 2019
Control Lyapunov-Barrier function-based model predictive control of nonlinear systems.
Autom., 2019
Integrating Safeness Index-Based Model Predictive Control and Safety Relief Valve Activation for Operational Safety of Chemical Processes.
Proceedings of the 2019 American Control Conference, 2019
Computational Fluid Dynamics Modeling and Control of Phthalic Anhydride Synthesis in a Fixed-Bed Catalytic Reactor.
Proceedings of the 2019 American Control Conference, 2019
On Impact of Unsafe Set Structure in Control Lyapunov-Barrier Function-Based Model Predictive Control.
Proceedings of the 2019 American Control Conference, 2019
Proceedings of the 2019 American Control Conference, 2019
2018
Syst. Control. Lett., 2018
Economic Model Predictive Control: Handling Valve Actuator Dynamics and Process Equipment Considerations.
Found. Trends Syst. Control., 2018
Elucidating and handling effects of valve-induced nonlinearities in industrial feedback control loops.
Comput. Chem. Eng., 2018
Comput. Chem. Eng., 2018
Process operational safety via model predictive control: Recent results and future research directions.
Comput. Chem. Eng., 2018
Proceedings of the 2018 Annual American Control Conference, 2018
Steam Methane Reforming Furnace Temperature Balancing Using Bayesian Model Identification.
Proceedings of the 2018 Annual American Control Conference, 2018
Model Predictive Control of Batch Enantiomer Crystallization Using Ternary Diagram Information.
Proceedings of the 2018 Annual American Control Conference, 2018
Distributed Economic Model Predictive Control with Safeness-Index Based Constraints of a Nonlinear Chemical Process.
Proceedings of the 2018 Annual American Control Conference, 2018
2017
Distributed economic model predictive control with Safeness-Index based constraints for nonlinear systems.
Syst. Control. Lett., 2017
Temperature balancing in steam methane reforming furnace via an integrated CFD/data-based optimization approach.
Comput. Chem. Eng., 2017
Process operational safety using model predictive control based on a process Safeness Index.
Comput. Chem. Eng., 2017
Steam methane reforming furnace temperature balancing via CFD model-based optimization.
Proceedings of the 2017 American Control Conference, 2017
Elucidation and compensation of valve stiction-induced oscillations in closed-loop systems.
Proceedings of the 2017 American Control Conference, 2017
Process safeness index: Its definition and use in economic model predictive control to ensure process operational safety.
Proceedings of the 2017 American Control Conference, 2017
2016
Economic model predictive control designs for input rate-of-change constraint handling and guaranteed economic performance.
Comput. Chem. Eng., 2016
Annu. Rev. Control., 2016
Integrating production scheduling and process operation via economic model predictive control.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
On closed-loop economic performance under Lyapunov-based economic model predictive control.
Proceedings of the 2016 American Control Conference, 2016
Economic model predictive control for nonlinear processes incorporating actuator magnitude and rate of change constraints.
Proceedings of the 2016 American Control Conference, 2016
Proceedings of the 2016 American Control Conference, 2016
Simultaneous control of safety constraint sets and process economics using economic model predictive control.
Proceedings of the 2016 American Control Conference, 2016
Proceedings of the 2016 American Control Conference, 2016
2015
Proceedings of the American Control Conference, 2015
Handling computational delay in economic model predictive control of nonlinear process systems.
Proceedings of the American Control Conference, 2015
Accounting for the control actuator layer in economic model predictive control of nonlinear processes.
Proceedings of the American Control Conference, 2015
Economic model predictive control of nonlinear process systems using multiple empirical models.
Proceedings of the American Control Conference, 2015
2014
Robust moving horizon estimation based output feedback economic model predictive control.
Syst. Control. Lett., 2014
On finite-time and infinite-time cost improvement of economic model predictive control for nonlinear systems.
Autom., 2014
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
Economic model predictive control of parabolic PDE systems: Handling state constraints by adaptive proper orthogonal decomposition.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
Proceedings of the American Control Conference, 2014
Economic model predictive control of parabolic PDE systems using empirical eigenfunctions.
Proceedings of the American Control Conference, 2014
Stabilization of nonlinear sampled-data systems and economic model predictive control application.
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 21st Mediterranean Conference on Control and Automation, 2013
Proceedings of the 21st Mediterranean Conference on Control and Automation, 2013
Proceedings of the American Control Conference, 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
Unifying dynamic economic optimization and model predictive control for optimal process operation.
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
Predictive control of aggregate surface morphology in a two-stage thin film deposition process for improved light trapping.
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
Modeling and control of aggregate thin film surface morphology using stochastic PDEs and a patterned deposition rate profile.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 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
Multivariable model predictive control of thin film surface roughness and slope: Application to a 2D kinetic Monte-Carlo model.
Proceedings of the American 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
Dependence of film surface roughness on surface migration and lattice size in thin film deposition.
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
Simultaneous regulation of thin film surface mean slope and roughness for light trapping optimization using predictive control.
Proceedings of the 49th IEEE Conference on Decision and Control, 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
Minimizing energy consumption in reverse osmosis membrane desalination using optimization-based control.
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
Simultaneous regulation of film thickness, surface roughness and porosity in a multiscale thin film growth process.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
Fault detection and isolation of a polyethylene reactor using asynchronous measurements.
Proceedings of the American Control Conference, 2009
Model predictive control of nonlinear stochastic PDEs: Application to a sputtering process.
Proceedings of the American Control Conference, 2009
Proceedings of the American Control Conference, 2009
Proceedings of the American Control Conference, 2009
Proceedings of the American Control Conference, 2009
Model predictive control of feed flow reversal in a reverse osmosis desalination process.
Proceedings of the American Control Conference, 2009
2008
IEEE Trans. Autom. Control., 2008
Syst. Control. Lett., 2008
Optimal control of diffusion-convection-reaction processes using reduced-order models.
Comput. Chem. Eng., 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
Proceedings of the American Control Conference, 2008
Enhancing data-based fault isolation through nonlinear control: Application to a polyethylene reactor.
Proceedings of the American Control Conference, 2008
Proceedings of the American Control Conference, 2008
Dynamic output feedback covariance control of linear stochastic dissipative partial differential equations.
Proceedings of the American Control Conference, 2008
Proceedings of the American Control Conference, 2008
Lyapunov-based model predictive control of particulate processes subject to asynchronous measurements.
Proceedings of the American Control Conference, 2008
Control engineering, Birkhäuser, ISBN: 978-0-8176-4792-6, 2008
2007
Model-based control of nonlinear systems subject to sensor data losses: A chemical process case study.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
Control configuration selection and distributed nonlinear control of surface roughness in a sputtering process.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
Predictive Control of Switched Nonlinear Systems: Satisfying Uncertain Schedules Subject to State and Control Constraints.
Proceedings of the American Control Conference, 2007
An Input/Output Approach to the Optimal Transition Control of a Class of Distributed Chemical Reactors.
Proceedings of the American Control Conference, 2007
Proceedings of the American Control Conference, 2007
2006
Stabilization of nonlinear systems with state and control constraints using Lyapunov-based predictive control.
Syst. Control. Lett., 2006
Proceedings of the 45th IEEE Conference on Decision and Control, 2006
Proceedings of the 45th IEEE Conference on Decision and Control, 2006
Proceedings of the 45th IEEE Conference on Decision and Control, 2006
Fault-tolerant control of nonlinear systems: fault-detection and isolation and controller reconfiguration.
Proceedings of the American Control Conference, 2006
Fault-Tolerant Control of Nonlinear Processes: Performance-Based Reconfiguration and Robustness.
Proceedings of the American Control Conference, 2006
Proceedings of the American Control Conference, 2006
Proceedings of the American Control Conference, 2006
Proceedings of the American Control Conference, 2006
2005
IEEE Trans. Autom. Control., 2005
Output feedback control of switched nonlinear systems using multiple Lyapunov functions.
Syst. Control. Lett., 2005
Comput. Chem. Eng., 2005
Feedback control of surface roughness in sputtering processes using the stochastic Kuramoto-Sivashinsky equation.
Comput. Chem. Eng., 2005
Proceedings of the American Control Conference, 2005
Multivariable predictive control of thin film deposition using a stochastic PDE model.
Proceedings of the American Control Conference, 2005
Construction of stochastic PDEs for feedback control of surface roughness in thin film deposition.
Proceedings of the American Control Conference, 2005
A switched systems approach for the analysis and control of mode transitions in biological networks.
Proceedings of the American Control Conference, 2005
Output feedback control of switched nonlinear systems using multiple Lyapunov functions.
Proceedings of the American Control Conference, 2005
Proceedings of the American Control Conference, 2005
Proceedings of the American Control Conference, 2005
Proceedings of the American Control Conference, 2005
2004
Feedback control of surface roughness of GaAs (0 0 1) thin films using kinetic Monte Carlo models.
Comput. Chem. Eng., 2004
Comput. Chem. Eng., 2004
Autom., 2004
Feedback control of surface roughness using the linearized stochastic Kuramoto-Sivashinsky equation.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
Proceedings of the 2004 American Control Conference, 2004
Proceedings of the 2004 American Control Conference, 2004
Feedback control of surface roughness of GaAs [001] thin films using kinetic Monte-Carlo models.
Proceedings of the 2004 American Control Conference, 2004
A hybrid predictive control approach for output feedback stabilization of constrained linear systems.
Proceedings of the 2004 American Control Conference, 2004
Proceedings of the 2004 American Control Conference, 2004
2003
Optimal actuator/sensor placement for nonlinear control of the Kuramoto-Sivashinsky equation.
IEEE Trans. Control. Syst. Technol., 2003
Fault-tolerant control of fluid dynamic systems via coordinated feedback and switching.
Comput. Chem. Eng., 2003
Proceedings of the Hybrid Systems: Computation and Control, 2003
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
Proceedings of the American Control Conference, 2003
Proceedings of the American Control Conference, 2003
Hybrid control: a paradigm for implementing control to nonlinear systems with guaranteed stability regions.
Proceedings of the American Control Conference, 2003
Proceedings of the American Control Conference, 2003
Computation of empirical eigenfunctions and order reduction for control of time-dependent parabolic PDEs.
Proceedings of the American Control Conference, 2003
2002
Proceedings of the Hybrid Systems: Computation and Control, 5th International Workshop, 2002
Estimation and control of surface roughness in thin film growth using kinetic Monte-Carlo models.
Proceedings of the 41st IEEE Conference on Decision and Control, 2002
Proceedings of the 41st IEEE Conference on Decision and Control, 2002
Proceedings of the 41st IEEE Conference on Decision and Control, 2002
Proceedings of the 41st IEEE Conference on Decision and Control, 2002
Feedback control of nanostructured coatings processing accounting for powder size distribution.
Proceedings of the American Control Conference, 2002
Proceedings of the American Control Conference, 2002
2001
Autom., 2001
Proceedings of the 40th IEEE Conference on Decision and Control, 2001
Proceedings of the 40th IEEE Conference on Decision and Control, 2001
Proceedings of the 40th IEEE Conference on Decision and Control, 2001
Proceedings of the American Control Conference, 2001
Proceedings of the American Control Conference, 2001
Bounded output feedback control of the Kuramoto-Sivashinsky equation with input constraints.
Proceedings of the American Control Conference, 2001
Integrated optimal actuator placement and robust control of uncertain transport-reaction processes.
Proceedings of the American Control Conference, 2001
2000
Autom., 2000
Proceedings of the American Control Conference, 2000
Proceedings of the American Control Conference, 2000
Proceedings of the American Control Conference, 2000
Proceedings of the American Control Conference, 2000
1996
IEEE Trans. Autom. Control., 1996
Autom., 1996