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2020 – today
- 2024
[j69]Yash A. Kadakia
, Atharva V. Suryavanshi, Aisha Alnajdi, Fahim Abdullah, Panagiotis D. Christofides:
Integrating machine learning detection and encrypted control for enhanced cybersecurity of nonlinear processes. Comput. Chem. Eng. 180: 108498 (2024)- [c141]Yash A. Kadakia, Aisha Alnajdi, Fahim Abdullah, Panagiotis D. Christofides:
Encrypted Decentralized Model Predictive Control of Nonlinear Processes with Input Delays. ACC 2024: 4216-4223 - [c140]Yash A. Kadakia, Atharva V. Suryavanshi, Aisha Alnajdi, Fahim Abdullah, Panagiotis D. Christofides:
A Two-Tier Encrypted Control Architecture for Enhanced Cybersecurity of Nonlinear Processes. ACC 2024: 4452-4459 - 2023
- [j68]Sandra Parker, Zhe Wu, Panagiotis D. Christofides:
Cybersecurity in process control, operations, and supply chain. Comput. Chem. Eng. 171: 108169 (2023) - [j67]Fahim Abdullah, Panagiotis D. Christofides:
Data-based modeling and control of nonlinear process systems using sparse identification: An overview of recent results. Comput. Chem. Eng. 174: 108247 (2023) - [j66]Junwei Luo, Fahim Abdullah, Panagiotis D. Christofides:
Model predictive control of nonlinear processes using neural ordinary differential equation models. Comput. Chem. Eng. 178: 108367 (2023) - [j65]Matthew Tom, Henrik Wang, Feiyang Ou, Sungil Yun, Gerassimos Orkoulas, Panagiotis D. Christofides:
Computational fluid dynamics modeling of a discrete feed atomic layer deposition reactor: Application to reactor design and operation. Comput. Chem. Eng. 178: 108400 (2023) - [c139]Atharva V. Suryavanshi, Aisha Alnajdi, Mohammed S. Alhajeri, Fahim Abdullah, Panagiotis D. Christofides:
Encrypted Model Predictive Control of Nonlinear Systems. MED 2023: 904-911 - [c138]Mohammed S. Alhajeri, Aisha Alnajdi, Fahim Abdullah, Panagiotis D. Christofides:
Partially-connected recurrent neural network model generalization error: Application to model predictive control of nonlinear processes. MED 2023: 912-919 - 2022
- [j64]Fahim Abdullah, Zhe Wu, Panagiotis D. Christofides:
Handling noisy data in sparse model identification using subsampling and co-teaching. Comput. Chem. Eng. 157: 107628 (2022) - [j63]Scarlett Chen, Zhe Wu, Panagiotis D. Christofides:
Barrier-function-based distributed predictive control for operational safety of nonlinear processes. Comput. Chem. Eng. 159: 107690 (2022) - [j62]Sungil Yun, Matthew Tom, Feiyang Ou, Gerassimos Orkoulas, Panagiotis D. Christofides:
Multiscale computational fluid dynamics modeling of thermal atomic layer etching: Application to chamber configuration design. Comput. Chem. Eng. 161: 107757 (2022) - [j61]Scarlett Chen, Zhe Wu, Panagiotis D. Christofides:
Statistical machine-learning-based predictive control using barrier functions for process operational safety. Comput. Chem. Eng. 163: 107860 (2022) - [j60]Sungil Yun, Matthew Tom, Gerassimos Orkoulas, Panagiotis D. Christofides:
Multiscale computational fluid dynamics modeling of spatial thermal atomic layer etching. Comput. Chem. Eng. 163: 107861 (2022) - [j59]Yi Ming Ren, Mohammed S. Alhajeri, Junwei Luo, Scarlett Chen, Fahim Abdullah, Zhe Wu, Panagiotis D. Christofides:
A tutorial review of neural network modeling approaches for model predictive control. Comput. Chem. Eng. 165: 107956 (2022) - [j58]Matthew Tom, Sungil Yun, Henrik Wang, Feiyang Ou, Gerassimos Orkoulas, Panagiotis D. Christofides:
Machine learning-based run-to-run control of a spatial thermal atomic layer etching reactor. Comput. Chem. Eng. 168: 108044 (2022) - [c137]Zhe Wu, Aisha Alnajdi, Quanquan Gu, Panagiotis D. Christofides:
Machine-Learning-based Predictive Control of Nonlinear Processes with Uncertainty. ACC 2022: 2810-2816 - 2021
- [j57]Yangyao Ding, Yichi Zhang, Ho Yeon Chung, Panagiotis D. Christofides:
Machine learning-based modeling and operation of plasma-enhanced atomic layer deposition of hafnium oxide thin films. Comput. Chem. Eng. 144: 107148 (2021) - [j56]Sungil Yun, Yangyao Ding, Yichi Zhang, Panagiotis D. Christofides:
Integration of feedback control and run-to-run control for plasma enhanced atomic layer deposition of hafnium oxide thin films. Comput. Chem. Eng. 148: 107267 (2021) - [j55]Fahim Abdullah, Zhe Wu, Panagiotis D. Christofides:
Sparse-identification-based model predictive control of nonlinear two-time-scale processes. Comput. Chem. Eng. 153: 107411 (2021) - [c136]Scarlett Chen, Zhe Wu, Panagiotis D. Christofides:
Cyber-Security of Decentralized and Distributed Control Architectures with Machine-Learning Detectors for Nonlinear Processes. ACC 2021: 3273-3280 - [c135]Zhe Wu, David Rincón, Junwei Luo, Panagiotis D. Christofides:
Handling Noisy Data in Machine Learning Modeling and Predictive Control of Nonlinear Processes. ACC 2021: 3345-3351 - [c134]Zhe Wu, David Rincón, Junwei Luo, Panagiotis D. Christofides:
Improving Machine Learning Modeling of Nonlinear Processes Under Noisy Data Via Co-teaching Method. ACC 2021: 4660-4666 - 2020
- [j54]Zhe Wu, Panagiotis D. Christofides:
Control Lyapunov-Barrier function-based predictive control of nonlinear processes using machine learning modeling. Comput. Chem. Eng. 134: 106706 (2020) - [j53]Scarlett Chen, Zhe Wu, Panagiotis D. Christofides:
Cyber-attack detection and resilient operation of nonlinear processes under economic model predictive control. Comput. Chem. Eng. 136: 106806 (2020) - [j52]Yichi Zhang, Yangyao Ding, Panagiotis D. Christofides:
Multiscale computational fluid dynamics modeling and reactor design of plasma-enhanced atomic layer deposition. Comput. Chem. Eng. 142: 107066 (2020) - [j51]Yi Ming Ren, Yichi Zhang, Yangyao Ding, Yongjian Wang, Panagiotis D. Christofides:
Computational fluid dynamics-based in-situ sensor analytics of direct metal laser solidification process using machine learning. Comput. Chem. Eng. 143: 107069 (2020) - [j50]Junfeng Zhang, Panagiotis D. Christofides, Xiao He, Fahad Albalawi, Yinghong Zhao, Donghua Zhou:
Intermittent sensor fault detection for stochastic LTV systems with parameter uncertainty and limited resolution. Int. J. Control 93(4): 788-796 (2020) - [j49]Junfeng Zhang, Panagiotis D. Christofides, Xiao He, Zhe Wu, Yinghong Zhao, Donghua Zhou:
Robust detection of intermittent sensor faults in stochastic LTV systems. Neurocomputing 388: 181-187 (2020) - [c133]Zhe Wu, David Rincón, Panagiotis D. Christofides:
Incorporating Structural Process Knowledge in Recurrent Neural Network Modeling of Nonlinear Processes. ACC 2020: 2413-2418 - [c132]Zhe Wu, Panagiotis D. Christofides:
Control Lyapunov-Barrier Function-Based Predictive Control of Nonlinear Systems Using Machine Learning Models. ACC 2020: 2754-2759 - [c131]Scarlett Chen, Zhe Wu, Panagiotis D. Christofides:
Machine Learning-Based Cyber-attack Detection and Resilient Operation via Economic Model Predictive Control for Nonlinear Processes. MED 2020: 794-801 - [c130]Yichi Zhang, Yangyao Ding, Zhe Wu, Panagiotis D. Christofides:
Run-to-Run Control of Thermal Atomic Layer Deposition. MED 2020: 1080-1086
2010 – 2019
- 2019
- [j48]Zhe Wu, Fahad Albalawi, Zhihao Zhang, Junfeng Zhang, Helen Durand, Panagiotis D. Christofides:
Control Lyapunov-Barrier function-based model predictive control of nonlinear systems. Autom. 109 (2019) - [j47]Zhihao Zhang, Zhe Wu, David Rincón, Carlos Garcia, Panagiotis D. Christofides:
Operational safety of chemical processes via Safeness-Index based MPC: Two large-scale case studies. Comput. Chem. Eng. 125: 204-215 (2019) - [c129]Zhe Wu, Panagiotis D. Christofides:
On Impact of Unsafe Set Structure in Control Lyapunov-Barrier Function-Based Model Predictive Control. ACC 2019: 894-898 - [c128]Zhihao Zhang, Zhe Wu, David Rincón, Panagiotis D. Christofides:
Integrating Safeness Index-Based Model Predictive Control and Safety Relief Valve Activation for Operational Safety of Chemical Processes. ACC 2019: 995-1001 - [c127]Zhe Wu, Anh Tran, Yi Ming Ren, Cory S. Barnes, Panagiotis D. Christofides:
Computational Fluid Dynamics Modeling and Control of Phthalic Anhydride Synthesis in a Fixed-Bed Catalytic Reactor. ACC 2019: 2151-2157 - [c126]Eleonora Maria Aiello, Zhe Wu, Panagiotis D. Christofides, Chiara Toffanin, Claudio Cobelli, Lalo Magni:
Improving Diabetes Conventional Therapy via Machine Learning Modeling. ACC 2019: 4136-4143 - 2018
- [j46]Marquis Crose, Weiqi Zhang, Anh Tran, Panagiotis D. Christofides:
Multiscale three-dimensional CFD modeling for PECVD of amorphous silicon thin films. Comput. Chem. Eng. 113: 184-195 (2018) - [j45]Fahad Albalawi, Helen Durand, Panagiotis D. Christofides:
Process operational safety via model predictive control: Recent results and future research directions. Comput. Chem. Eng. 114: 171-190 (2018) - [j44]Helen Durand, Robert Parker, Anas Alanqar, Panagiotis D. Christofides:
Elucidating and handling effects of valve-induced nonlinearities in industrial feedback control loops. Comput. Chem. Eng. 116: 156-175 (2018) - [j43]Helen Durand, Panagiotis D. Christofides:
Economic Model Predictive Control: Handling Valve Actuator Dynamics and Process Equipment Considerations. Found. Trends Syst. Control. 5(4): 293-350 (2018) - [j42]Zhe Wu, Helen Durand, Panagiotis D. Christofides:
Safe economic model predictive control of nonlinear systems. Syst. Control. Lett. 118: 69-76 (2018) - [c125]Fahad Albalawi, Helen Durand, Panagiotis D. Christofides:
Distributed Economic Model Predictive Control with Safeness-Index Based Constraints of a Nonlinear Chemical Process. ACC 2018: 2078-2083 - [c124]Zhe Wu, Junfeng Zhang, Zhihao Zhang, Fahad Albalawi, Helen Durand, Maaz Mahmood, Prashant Mhaskar, Panagiotis D. Christofides:
Lyapunov-based Economic Model Predictive Control of Stochastic Nonlinear Systems. ACC 2018: 3900-3907 - [c123]Anh Tran, Madeleine Pont, Marquis Crose, Panagiotis D. Christofides:
Steam Methane Reforming Furnace Temperature Balancing Using Bayesian Model Identification. ACC 2018: 4899-4905 - [c122]Zhe Wu, Fahad Albalawi, Zhihao Zhang, Junfeng Zhang, Helen Durand, Panagiotis D. Christofides:
Control Lyapunov-Barrier Function-Based Model Predictive Control of Nonlinear Systems. ACC 2018: 5920-5926 - [c121]Caio Felippe Curitiba Marcellos, Helen Durand, Joseph Sang-Il Kwon, Amaro Gomes Barreto, Paulo Laranjeira da Cunha Lage, Maurício Bezerra de Souza Jr., Argimiro Resende Secchi, Panagiotis D. Christofides:
Model Predictive Control of Batch Enantiomer Crystallization Using Ternary Diagram Information. ACC 2018: 5927-5933 - 2017
- [j41]Fahad Albalawi, Helen Durand, Panagiotis D. Christofides:
Process operational safety using model predictive control based on a process Safeness Index. Comput. Chem. Eng. 104: 76-88 (2017) - [j40]Anh Tran, Andres Aguirre, Marquis Crose, Helen Durand, Panagiotis D. Christofides:
Temperature balancing in steam methane reforming furnace via an integrated CFD/data-based optimization approach. Comput. Chem. Eng. 104: 185-200 (2017) - [j39]Fahad Albalawi, Helen Durand, Panagiotis D. Christofides:
Distributed economic model predictive control with Safeness-Index based constraints for nonlinear systems. Syst. Control. Lett. 110: 21-28 (2017) - [c120]Anh Tran, Andres Aguirre, Helen Durand, Marquis Crose, Panagiotis D. Christofides:
Steam methane reforming furnace temperature balancing via CFD model-based optimization. ACC 2017: 4165-4170 - [c119]Helen Durand, Panagiotis D. Christofides:
Elucidation and compensation of valve stiction-induced oscillations in closed-loop systems. ACC 2017: 4371-4378 - [c118]Fahad Albalawi, Helen Durand, Anas Alanqar, Panagiotis D. Christofides:
Process safeness index: Its definition and use in economic model predictive control to ensure process operational safety. ACC 2017: 4379-4385 - 2016
- [j38]Matthew J. Ellis, Helen Durand, Panagiotis D. Christofides:
Elucidation of the role of constraints in economic model predictive control. Annu. Rev. Control. 41: 208-217 (2016) - [j37]Helen Durand, Matthew J. Ellis, Panagiotis D. Christofides:
Economic model predictive control designs for input rate-of-change constraint handling and guaranteed economic performance. Comput. Chem. Eng. 92: 18-36 (2016) - [c117]Anas Alanqar, Helen Durand, Panagiotis D. Christofides:
Error-triggered on-line model identification in economic model predictive control. ACC 2016: 1770-1777 - [c116]Matthew J. Ellis, Panagiotis D. Christofides:
On closed-loop economic performance under Lyapunov-based economic model predictive control. ACC 2016: 1778-1783 - [c115]Helen Durand, Panagiotis D. Christofides:
Stiction compensation via model predictive control. ACC 2016: 4488-4493 - [c114]Fahad Albalawi, Anas Alanqar, Helen Durand, Panagiotis D. Christofides:
Simultaneous control of safety constraint sets and process economics using economic model predictive control. ACC 2016: 5062-5067 - [c113]Helen Durand, Panagiotis D. Christofides:
Economic model predictive control for nonlinear processes incorporating actuator magnitude and rate of change constraints. ACC 2016: 5068-5074 - [c112]Anas Alanqar, Helen Durand, Fahad Albalawi, Panagiotis D. Christofides:
Integrating production scheduling and process operation via economic model predictive control. CDC 2016: 3190-3195 - 2015
- [c111]Matthew J. Ellis, Panagiotis D. Christofides:
Handling computational delay in economic model predictive control of nonlinear process systems. ACC 2015: 2962-2967 - [c110]Helen Durand, Matthew J. Ellis, Panagiotis D. Christofides:
Accounting for the control actuator layer in economic model predictive control of nonlinear processes. ACC 2015: 2968-2973 - [c109]Anas Alanqar, Matthew J. Ellis, Panagiotis D. Christofides:
Economic model predictive control of nonlinear process systems using multiple empirical models. ACC 2015: 4953-4958 - [c108]Mirko Messori, Matthew J. Ellis, Claudio Cobelli, Panagiotis D. Christofides, Lalo Magni:
Improved postprandial glucose control with a customized Model Predictive Controller. ACC 2015: 5108-5115 - 2014
- [j36]Matthew J. Ellis, Panagiotis D. Christofides:
On finite-time and infinite-time cost improvement of economic model predictive control for nonlinear systems. Autom. 50(10): 2561-2569 (2014) - [j35]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) - [c107]Liangfeng Lao, Matthew J. Ellis, Panagiotis D. Christofides:
Output feedback economic model predictive control of parabolic PDE systems. ACC 2014: 1655-1660 - [c106]Liangfeng Lao, Matthew J. Ellis, Antonios Armaou, Panagiotis D. Christofides:
Economic model predictive control of parabolic PDE systems using empirical eigenfunctions. ACC 2014: 3375-3380 - [c105]Matthew J. Ellis, Iasson Karafyllis, Panagiotis D. Christofides:
Stabilization of nonlinear sampled-data systems and economic model predictive control application. ACC 2014: 5594-5601 - [c104]Liangfeng Lao, Matthew J. Ellis, Panagiotis D. Christofides:
Economic model predictive control of a first-order hyperbolic PDE system. CDC 2014: 563-570 - [c103]Matthew J. Ellis, Panagiotis D. Christofides:
Control configuration selection for economic model predictive control. CDC 2014: 789-796 - [c102]Liangfeng Lao, Matthew J. Ellis, Antonios Armaou, Panagiotis D. Christofides:
Economic model predictive control of parabolic PDE systems: Handling state constraints by adaptive proper orthogonal decomposition. CDC 2014: 2758-2763 - 2013
- [j34]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) - [j33]Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides:
Economic model predictive control of switched nonlinear systems. Syst. Control. Lett. 62(1): 77-84 (2013) - [j32]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) - [c101]Jianqiao Huang, Gerassimos Orkoulas, Panagiotis D. Christofides:
Porosity control in thin film solar cells: Two-dimensional case. ACC 2013: 1620-1625 - [c100]Michael Nayhouse, Joseph Sang-Il Kwon, Gerassimos Orkoulas, Panagiotis D. Christofides:
Modeling and control of protein crystal shape distribution. ACC 2013: 1896-1901 - [c99]Matthew J. Ellis, Panagiotis D. Christofides:
Unifying dynamic economic optimization and model predictive control for optimal process operation. ACC 2013: 3135-3140 - [c98]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 - [c97]Liangfeng Lao, Matthew J. Ellis, Panagiotis D. Christofides:
Proactive fault-tolerant model predictive control: Concept and application. ACC 2013: 5140-5145 - [c96]Matthew J. Ellis, Mohsen Heidarinejad, Panagiotis D. Christofides:
Economic model predictive control of nonlinear two-time-scale systems. MED 2013: 323-328 - [c95]Liangfeng Lao, Matthew J. Ellis, Panagiotis D. Christofides:
Economic model predictive control of a transport-reaction process. MED 2013: 329-334 - 2012
- [j31]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) - [j30]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) - [j29]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) - [c94]Jianqiao Huang, Gerassimos Orkoulas, Panagiotis D. Christofides:
Predictive control of aggregate surface morphology in a two-stage thin film deposition process for improved light trapping. ACC 2012: 2208-2213 - [c93]Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides:
Distributed model predictive control of switched nonlinear systems. ACC 2012: 3198-3203 - [c92]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 - [c91]Akradej Leosirikul, David Chilin, Jinfeng Liu, James F. Davis, Panagiotis D. Christofides:
Monitoring of low-level PID control loops. ACC 2012: 5664-5669 - 2011
- [j28]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) - [c90]Xinyu Zhang, Gerassimos Orkoulas, Panagiotis D. Christofides:
Multivariable model predictive control of thin film surface roughness and slope: Application to a 2D kinetic Monte-Carlo model. ACC 2011: 2546-2551 - [c89]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 - [c88]Jianqiao Huang, Gangshi Hu, Gerassimos Orkoulas, Panagiotis D. Christofides:
Dependence of film surface roughness on surface migration and lattice size in thin film deposition. ACC 2011: 2957-2962 - [c87]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 - [c86]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 - [c85]Mohsen Heidarinejad, Jinfeng Liu, Panagiotis D. Christofides:
Lyapunov-based economic model predictive control of nonlinear systems. ACC 2011: 5195-5200 - [c84]Xinyu Zhang, Jianqiao Huang, Gerassimos Orkoulas, Panagiotis D. Christofides:
Modeling and control of aggregate thin film surface morphology using stochastic PDEs and a patterned deposition rate profile. CDC/ECC 2011: 2756-2763 - [c83]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 - [c82]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
- [j27]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) - [j26]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) - [c81]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 - [c80]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 - [c79]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 - [c78]Alex R. Bartman, Aihua Zhu, Panagiotis D. Christofides, Yoram Cohen:
Minimizing energy consumption in reverse osmosis membrane desalination using optimization-based control. ACC 2010: 3629-3635 - [c77]Xinyu Zhang, Gangshi Hu, Gerassimos Orkoulas, Panagiotis D. Christofides:
Simultaneous regulation of thin film surface mean slope and roughness for light trapping optimization using predictive control. CDC 2010: 6069-6076 - [c76]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
- [c75]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 - [c74]Jinfeng Liu, David Muñoz de la Peña, Panagiotis D. Christofides:
Distributed model predictive control of nonlinear systems with input constraints. ACC 2009: 2319-2326 - [c73]Yiming Lou, Gangshi Hu, Panagiotis D. Christofides:
Model predictive control of nonlinear stochastic PDEs: Application to a sputtering process. ACC 2009: 2476-2483 - [c72]Charles McFall, David Muñoz de la Peña, Benjamin James Ohran, Panagiotis D. Christofides, James F. Davis:
Fault detection and isolation of a polyethylene reactor using asynchronous measurements. ACC 2009: 4302-4309 - [c71]Gangshi Hu, Gerassimos Orkoulas, Panagiotis D. Christofides:
Stochastic modeling of film porosity in thin film deposition. ACC 2009: 4771-4778 - [c70]Gangshi Hu, Gerassimos Orkoulas, Panagiotis D. Christofides:
Model predictive control of film porosity in thin film deposition. ACC 2009: 4797-4804 - [c69]Alex R. Bartman, Charles McFall, Panagiotis D. Christofides, Yoram Cohen:
Model predictive control of feed flow reversal in a reverse osmosis desalination process. ACC 2009: 4860-4867 - [c68]Gangshi Hu, Xinyu Zhang, Gerassimos Orkoulas, Panagiotis D. Christofides:
Simultaneous regulation of film thickness, surface roughness and porosity in a multiscale thin film growth process. CDC 2009: 2387-2394 - [c67]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 - [c66]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
- [b1]Panagiotis D. Christofides, Antonios Armaou, Yiming Lou, Amit Varshney:
Control and Optimization of Multiscale Process Systems. Control engineering, Birkhäuser 2008, ISBN 978-0-8176-4792-6, pp. I-XVI, 1-232 - [j25]Prashant Mhaskar, Charles McFall, Adiwinata Gani, Panagiotis D. Christofides, James F. Davis:
Isolation and handling of actuator faults in nonlinear systems. Autom. 44(1): 53-62 (2008) - [j24]Stevan Dubljevic, Shien-Fong Lin, Panagiotis D. Christofides:
Studies on feedback control of cardiac alternans. Comput. Chem. Eng. 32(9): 2086-2098 (2008) - [j23]Mingheng Li, Panagiotis D. Christofides:
Optimal control of diffusion-convection-reaction processes using reduced-order models. Comput. Chem. Eng. 32(9): 2123-2135 (2008) - [j22]David Muñoz de la Peña, Panagiotis D. Christofides:
Stability of nonlinear asynchronous systems. Syst. Control. Lett. 57(6): 465-473 (2008) - [j21]David Muñoz de la Peña, Panagiotis D. Christofides:
Output feedback control of nonlinear systems subject to sensor data losses. Syst. Control. Lett. 57(8): 631-642 (2008) - [j20]David Muñoz de la Peña, Panagiotis D. Christofides:
Lyapunov-Based Model Predictive Control of Nonlinear Systems Subject to Data Losses. IEEE Trans. Autom. Control. 53(9): 2076-2089 (2008) - [c65]Gangshi Hu, Yiming Lou, Panagiotis D. Christofides:
Dynamic output feedback covariance control of linear stochastic dissipative partial differential equations. ACC 2008: 260-266 - [c64]Stevan Dubljevic, Panagiotis D. Christofides:
Optimal mechano-electric stabilization of cardiac alternans. ACC 2008: 926-933 - [c63]Benjamin James Ohran, Johnny Rau, Panagiotis D. Christofides, James F. Davis:
Controller enhanced fault detection and isolation in a reactor-separator system. ACC 2008: 1499-1506 - [c62]Jinfeng Liu, David Muñoz de la Peña, Panagiotis D. Christofides, James F. Davis:
Lyapunov-based model predictive control of particulate processes subject to asynchronous measurements. ACC 2008: 2233-2240 - [c61]Charles W. McFall, Alex R. Bartman, Panagiotis D. Christofides, Yoram Cohen:
Control of a reverse osmosis desalination process at high recovery. ACC 2008: 2241-2247 - [c60]Benjamin James Ohran, David Muñoz de la Peña, Panagiotis D. Christofides, James F. Davis:
Enhancing data-based fault isolation through nonlinear control: Application to a polyethylene reactor. ACC 2008: 3299-3306 - [c59]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 - 2007
- [c58]Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides:
Predictive Control of Switched Nonlinear Systems: Satisfying Uncertain Schedules Subject to State and Control Constraints. ACC 2007: 1371-1376 - [c57]David Muñoz de la Peña, Panagiotis D. Christofides:
Output Feedback Control of Nonlinear Systems Subject to Sensor Data Losses. ACC 2007: 1729-1734 - [c56]David Muñoz de la Peña, Panagiotis D. Christofides:
Lyapunov-based Model Predictive Control of Nonlinear Systems Subject to Data Losses. ACC 2007: 1735-1740 - [c55]Mingheng Li, Panagiotis D. Christofides:
An Input/Output Approach to the Optimal Transition Control of a Class of Distributed Chemical Reactors. ACC 2007: 2042-2047 - [c54]Adiwinata Gani, Prashant Mhaskar, Panagiotis D. Christofides:
Control of a Polyethylene Reactor: Handling Sensor Faults. ACC 2007: 5577-5582 - [c53]Yiming Lou, Gangshi Hu, Panagiotis D. Christofides:
Control configuration selection and distributed nonlinear control of surface roughness in a sputtering process. CDC 2007: 231-238 - [c52]David Muñoz de la Peña, Panagiotis D. Christofides:
Model-based control of nonlinear systems subject to sensor data losses: A chemical process case study. CDC 2007: 3333-3338 - [c51]David Muñoz de la Peña, Panagiotis D. Christofides:
Stability of nonlinear asynchronous systems. CDC 2007: 4576-4583 - 2006
- [j19]Panagiotis D. Christofides, Antonios Armaou:
Control and optimization of multiscale process systems. Comput. Chem. Eng. 30(10-12): 1670-1686 (2006) - [j18]Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides:
Stabilization of nonlinear systems with state and control constraints using Lyapunov-based predictive control. Syst. Control. Lett. 55(8): 650-659 (2006) - [c50]Stevan Dubljevic, Panagiotis D. Christofides:
Boundary predictive control of parabolic PDEs. ACC 2006 - [c49]Stevan Dubljevic, Panagiotis D. Christofides:
Predictive output feedback control of parabolic PDEs. ACC 2006 - [c48]Adiwinata Gani, Prashant Mhaskar, Panagiotis D. Christofides:
Fault-tolerant control of a polyethylene reactor. ACC 2006: 1-7 - [c47]Prashant Mhaskar, Charles McFall, Adiwinata Gani, Panagiotis D. Christofides, James F. Davis:
Fault-tolerant control of nonlinear systems: fault-detection and isolation and controller reconfiguration. ACC 2006: 1-8 - [c46]Prashant Mhaskar, Adiwinata Gani, Panagiotis D. Christofides:
Fault-Tolerant Control of Nonlinear Processes: Performance-Based Reconfiguration and Robustness. ACC 2006: 6020-6025 - [c45]Stevan Dubljevic, Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides:
Predictive Control of Infinite Dimensional Systems. CDC 2006: 93-100 - [c44]Yiming Lou, Panagiotis D. Christofides:
Nonlinear Feedback Control of Surface Roughness Using a Stochastic PDE. CDC 2006: 936-943 - [c43]Prashant Mhaskar, Adiwinata Gani, Charles McFall, Panagiotis D. Christofides, James F. Davis:
Fault-Tolerant Control of Nonlinear Systems Subject to Sensor Data Losses. CDC 2006: 3498-3505 - 2005
- [j17]Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides:
Robust hybrid predictive control of nonlinear systems. Autom. 41(2): 209-217 (2005) - [j16]Panagiotis D. Christofides, Antonios Armaou:
Control of Multiscale and Distributed Process Systems. Comput. Chem. Eng. 29(4): 687-688 (2005) - [j15]Yiming Lou, Panagiotis D. Christofides:
Feedback control of surface roughness in sputtering processes using the stochastic Kuramoto-Sivashinsky equation. Comput. Chem. Eng. 29(4): 741-759 (2005) - [j14]Prasenjit Ray, Panagiotis D. Christofides:
Control of flow over a cylinder using rotational oscillations. Comput. Chem. Eng. 29(4): 877-885 (2005) - [j13]Stevan Dubljevic, Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides:
Predictive control of transport-reaction processes. Comput. Chem. Eng. 29(11-12): 2335-2345 (2005) - [j12]Nael H. El-Farra, Prashant Mhaskar, Panagiotis D. Christofides:
Output feedback control of switched nonlinear systems using multiple Lyapunov functions. Syst. Control. Lett. 54(12): 1163-1182 (2005) - [j11]Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides:
Predictive control of switched nonlinear systems with scheduled mode transitions. IEEE Trans. Autom. Control. 50(11): 1670-1680 (2005) - [c42]Panagiotis D. Christofides:
Autonomous Machines: Racing to Win the DARPA Grand Challenge. ACC 2005: 9-10 - [c41]Panagiotis D. Christofides:
Control of nonlinear distributed process systems. ACC 2005: 10-11 - [c40]Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides:
Stabilization of nonlinear systems with state and control constraints using Lyapunov-based predictive control. ACC 2005: 828-833 - [c39]Dan Shi, Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides:
Predictive control of particle size distribution in protein crystallization. ACC 2005: 943-948 - [c38]Dong Ni, Panagiotis D. Christofides:
Construction of stochastic PDEs for feedback control of surface roughness in thin film deposition. ACC 2005: 2540-2547 - [c37]Dong Ni, Panagiotis D. Christofides:
Multivariable predictive control of thin film deposition using a stochastic PDE model. ACC 2005: 3096-3101 - [c36]Nael H. El-Farra, Adiwinata Gani, Panagiotis D. Christofides:
A switched systems approach for the analysis and control of mode transitions in biological networks. ACC 2005: 3247-3252 - [c35]Nael H. EI-Farra, Prashant Mhaskar, Panagiotis D. Christofides:
Output feedback control of switched nonlinear systems using multiple Lyapunov functions. ACC 2005: 3792-3799 - [c34]Stevan Dubljevic, Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides:
Predictive control of diffusion-reaction processes. ACC 2005: 4551-4556 - 2004
- [j10]Nael H. El-Farra, Prashant Mhaskar, Panagiotis D. Christofides:
Uniting bounded control and MPC for stabilization of constrained linear systems. Autom. 40(1): 101-110 (2004) - [j9]Nael H. El-Farra, Panagiotis D. Christofides:
Coordinating feedback and switching for control of spatially distributed processes. Comput. Chem. Eng. 28(1-2): 111-128 (2004) - [j8]Yiming Lou, Panagiotis D. Christofides:
Feedback control of surface roughness of GaAs (0 0 1) thin films using kinetic Monte Carlo models. Comput. Chem. Eng. 29(1): 225-241 (2004) - [c33]Stevan Dubljevic, Nael H. El-Farra, Prashant Mhaskar, Panagiotis D. Christofides:
Predictive control of parabolic PDEs with state and control constraints. ACC 2004: 254-260 - [c32]Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides:
Stabilization of switched nonlinear systems using predictive control. ACC 2004: 560-565 - [c31]Nael H. El-Farra, Prashant Mhaskar, Panagiotis D. Christofides:
A hybrid predictive control approach for output feedback stabilization of constrained linear systems. ACC 2004: 578-583 - [c30]Yiming Lou, Panagiotis D. Christofides:
Feedback control of surface roughness of GaAs [001] thin films using kinetic Monte-Carlo models. ACC 2004: 940-945 - [c29]Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides:
A method for PID controller tuning using nonlinear control techniques. ACC 2004: 2925-2930 - [c28]Yiming Lou, Panagiotis D. Christofides:
Feedback control of surface roughness using the linearized stochastic Kuramoto-Sivashinsky equation. CDC 2004: 3027-3032 - 2003
- [j7]Nael H. El-Farra, Antonios Armaou, Panagiotis D. Christofides:
Analysis and control of parabolic PDE systems with input constraints. Autom. 39(4): 715-725 (2003) - [j6]Nael H. El-Farra, Yiming Lou, Panagiotis D. Christofides:
Fault-tolerant control of fluid dynamic systems via coordinated feedback and switching. Comput. Chem. Eng. 27(12): 1913-1924 (2003) - [j5]Yiming Lou, Panagiotis D. Christofides:
Optimal actuator/sensor placement for nonlinear control of the Kuramoto-Sivashinsky equation. IEEE Trans. Control. Syst. Technol. 11(5): 737-745 (2003) - [c27]Dong Ni, Yiming Lou, Panagiotis D. Christofides, Lin Sha, Sandy Lao, Jane P. Chang:
A method for real-time control of thin film composition using OES and XPS. ACC 2003: 1320-1327 - [c26]Stevan Dubljevic, Panagiotis D. Christofides, Ioannis G. Kevrekidis:
Distributed nonlinear control of diffusion-reaction processes. ACC 2003: 1341-1348 - [c25]Antonios Armaou, Stevan Dubljevic, Panagiotis D. Christofides:
Computation of empirical eigenfunctions and order reduction for control of time-dependent parabolic PDEs. ACC 2003: 2089-2096 - [c24]Mingheng Li, Dan Shi, Panagiotis D. Christofides:
Modeling and control of an experimental HVOF thermal spray process. ACC 2003: 3973-3979 - [c23]Nael H. El-Farra, Prashant Mhaskar, Panagiotis D. Christofides:
Hybrid control: a paradigm for implementing control to nonlinear systems with guaranteed stability regions. ACC 2003: 4899-4907 - [c22]Yiming Lou, Panagiotis D. Christofides:
Feedback control of growth rate and surface roughness in thin film growth. CDC 2003: 845-850 - [c21]Nael H. El-Farra, Panagiotis D. Christofides:
Hybrid Control of Parabolic PDEs: Handling Faults of Constrained Control Actuators. HSCC 2003: 172-187 - 2002
- [c20]Mingheng Li, Panagiotis D. Christofides:
Feedback control of nanostructured coatings processing accounting for powder size distribution. ACC 2002: 1019-1027 - [c19]Antonios Armaou, Panagiotis D. Christofides:
Dynamic optimization of dissipative PDE systems using empirical eigenfunctions. ACC 2002: 1040-1048 - [c18]Yiming Lou, Panagiotis D. Christofides:
Optimal actuator/sensor placement for nonlinear control of the Kuramoto-Sivashinsky equation. ACC 2002: 4401-4408 - [c17]Nael H. El-Farra, Prashant Mhaskar, Panagiotis D. Christofides:
Uniting bounded control and MPC for stabilization of constrained linear systems. ACC 2002: 4493-4500 - [c16]Nael H. El-Farra, Panagiotis D. Christofides:
Hybrid control of parabolic PDE systems. CDC 2002: 216-222 - [c15]Yiming Lou, Panagiotis D. Christofides:
Estimation and control of surface roughness in thin film growth using kinetic Monte-Carlo models. CDC 2002: 223-231 - [c14]Antonios Armaou, Panagiotis D. Christofides:
Dynamic optimization of dissipative PDE systems using nonlinear order reduction. CDC 2002: 2310-2316 - [c13]Nael H. El-Farra, Panagiotis D. Christofides, James C. Liao:
Computational modeling of nitric oxide transport and consumption in blood vessels. CDC 2002: 2518-2523 - [c12]Nael H. El-Farra, Panagiotis D. Christofides:
Switching and Feedback Laws for Control of Constrained Switched Nonlinear Systems. HSCC 2002: 164-178 - 2001
- [j4]Antonios Armaou, Panagiotis D. Christofides:
Robust control of parabolic PDE systems with time-dependent spatial domains. Autom. 37(1): 61-69 (2001) - [c11]Antonios Armaou, Panagiotis D. Christofides:
Bounded output feedback control of the Kuramoto-Sivashinsky equation with input constraints. ACC 2001: 1936-1941 - [c10]Charalambos Antoniades, Panagiotis D. Christofides:
Integrated optimal actuator placement and robust control of uncertain transport-reaction processes. ACC 2001: 1942-1947 - [c9]Nael H. El-Farra, Panagiotis D. Christofides:
Lyapunov-based control: some new results and comparison with MPC. ACC 2001: 2436-2443 - [c8]Nael H. El-Farra, Panagiotis D. Christofides:
Feedback control of switched nonlinear systems using multiple Lyapunov functions. ACC 2001: 3496-3502 - [c7]Nael H. El-Farra, Antonios Armaou, Panagiotis D. Christofides:
Output feedback control of parabolic PDE systems with input constraints. CDC 2001: 541-546 - [c6]Nael H. El-Farra, Panagiotis D. Christofides:
Bounded robust control of constrained multivariable systems. CDC 2001: 3820-3825 - [c5]James Baker, James Myatt, Panagiotis D. Christofides:
Drag reduction in flow over a flat plate using active feedback control. CDC 2001: 4489-4496 - 2000
- [j3]Panagiotis D. Christofides:
Robust output feedback control of nonlinear singularly perturbed systems. Autom. 36(1): 45-52 (2000) - [c4]Timothy Chiu, Nael H. El-Farra, Panagiotis D. Christofides:
Nonlinear control of particulate processes with input constraints. ACC 2000: 1752-1759 - [c3]Nael H. El-Farra, Antonios Armaou, Panagiotis D. Christofides:
Constrained nonlinear control of parabolic PDE systems. ACC 2000: 2275-2279 - [c2]Nael H. El-Farra, Panagiotis D. Christofides:
Robust near-optimal output feedback control of nonlinear systems. ACC 2000: 3737-3741 - [c1]James Baker, Antonios Armaou, Panagiotis D. Christofides:
Drag reduction in incompressible channel flow using electromagnetic forcing. ACC 2000: 4269-4273
1990 – 1999
- 1996
- [j2]Panagiotis D. Christofides, Prodromos Daoutidis:
Compensation of measurable disturbances for two-time-scale nonlinear systems. Autom. 32(11): 1553-1573 (1996) - [j1]Panagiotis D. Christofides, Andrew R. Teel:
Singular perturbations and input-to-state stability. IEEE Trans. Autom. Control. 41(11): 1645-1650 (1996)
Coauthor Index
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