��<?xml version="1.0"?> <rss version="2.0"> <channel> <title>Professor Panagiotis D. Christofides Publications - Refereed Journal Papers</title> <description></description> <link>http://pdclab.seas.ucla.edu/Publications/</link> <item> <title>Machine Learning-Based Ethylene Concentration Estimation, Real-Time Optimization and Feedback Control of an Experimental Electrochemical Reactor</title> <link>http://pdclab.seas.ucla.edu/Publications/BCitmaci/Citmaci2022a.pdf</link> <description> Berkay, C., J. Luo, J. B. Jang, V. Canuso, D. Richard, Y. Ren, C. Morales-Guio and P. D. Christofides, "Machine Learning-Based Ethylene Concentration Estimation, Real-Time Optimization and Feedback Control of an Experimental Electrochemical Reactor,'' Chem. Eng. Res. &amp; Des., 185, 87-107, 2022. </description> </item> <item> <title>Multiscale Computational Fluid Dynamics Modeling of Spatial Thermal Atomic Layer Etching</title> <link>http://pdclab.seas.ucla.edu/Publications/SYun/Yun_2022d.pdf</link> <description> Yun, S., M. Tom, G. Orkoulas and P. D. Christofides, "Multiscale Computational Fluid Dynamics Modeling of Spatial Thermal Atomic Layer Etching,'' Comp. &amp; Chem. Eng., 163, 107861, 2022. </description> </item> <item> <title>Statistical Machine-Learning-based Predictive Control Using Barrier Functions for Process Operational Safety</title> <link>http://pdclab.seas.ucla.edu/Publications/SChen/Chen_2022c.pdf</link> <description> Chen, S., Z. Wu and P. D. Christofides, "Statistical Machine-Learning-based Predictive Control Using Barrier Functions for Process Operational Safety,'' Comp. &amp; Chem. Eng., 163, 107860, 2022. </description> </item> <item> <title>Machine-Learning-Based Construction of Barrier Functions and Models for Safe Model Predictive Control</title> <link>http://pdclab.seas.ucla.edu/Publications/SChen/Chen_2022b.pdf</link> <description> Chen, S., Z. Wu and P. D. Christofides, "Machine-Learning-Based Construction of Barrier Functions and Models for Safe Model Predictive Control,'' AIChE J., 68, e17456, 2022. </description> </item> <item> <title>In-Situ Thermographic Inspection for Local Powder Layer Thickness Estimation in Laser Powder Bed Fusion</title> <link>http://pdclab.seas.ucla.edu/Publications/TLiu/Liu2022a.pdf</link> <description> Liu, T., C. S. Lough, H. Sehhat, Y. Ren, P. D. Christofides, E. C. Kinzel and M. C. Leu, "In-Situ Thermographic Inspection for Local Powder Layer Thickness Estimation in Laser Powder Bed Fusion,'' Additive Manufacturing, 55, 102873, 2022. </description> </item> <item> <title>Statistical Machine-Learning-based Predictive Control of Uncertain Nonlinear Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/ZWu/Wu_2022a.pdf</link> <description> Wu, Z., A. Alnajdi, Q. Gu and P. D. Christofides, "Statistical Machine-Learning-based Predictive Control of Uncertain Nonlinear Processes,'' AIChE J., 68, e17642, 2022. </description> </item> <item> <title>Multivariable Run-to-Run Control of Thermal Atomic Layer Etching of Aluminum Oxide Thin Films</title> <link>http://pdclab.seas.ucla.edu/Publications/SYun/Yun_2022c.pdf</link> <description> Yun, S., M. Tom, F. Ou, G. Orkoulas and P. D. Christofides, "Multivariable Run-to-Run Control of Thermal Atomic Layer Etching of Aluminum Oxide Thin Films,'' Chem. Eng. Res. &amp; Des., 182, 1-12, 2022. </description> </item> <item> <title>Multiscale Computational Fluid Dynamics Modeling of Thermal Atomic Layer Etching: Application to Chamber Configuration Design</title> <link>http://pdclab.seas.ucla.edu/Publications/SYun/Yun_2022b.pdf</link> <description> Yun, S., M. Tom, F. Ou, G. Orkoulas and P. D. Christofides, "Multiscale Computational Fluid Dynamics Modeling of Thermal Atomic Layer Etching: Application to Chamber Configuration Design,'' Comp. &amp; Chem. Eng., 161, 107757, 2022. </description> </item> <item> <title>Process Structure-Based Recurrent Neural Network Modeling for Predictive Control: A Comparative Study</title> <link>http://pdclab.seas.ucla.edu/Publications/MAlhajeri/Alhajeri_2022.pdf</link> <description> Alhajeri, M., J. Luo, Z. Wu, F. Albalawi and P. D. Christofides, "Process Structure-Based Recurrent Neural Network Modeling for Predictive Control: A Comparative Study,'' Chem. Eng. Res. &amp; Des., 179, 77-89, 2022. </description> </item> <item> <title>Barrier-Function-Based Distributed Predictive Control for Operational Safety of Nonlinear Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/SChen/Chen_2022a.pdf</link> <description> Chen, S., Z. Wu and P. D. Christofides, "Barrier-Function-Based Distributed Predictive Control for Operational Safety of Nonlinear Processes,'' Comp. &amp; Chem. Eng., 159, 107690, 2022. </description> </item> <item> <title>Recurrent Neural Network Based Model Predictive Control of A plasma Etch Process</title> <link>http://pdclab.seas.ucla.edu/Publications/TXiao/Xiao_2022.pdf</link> <description> Xiao, T., Z. Wu, P. D. Christofides, A. Armaou and D. Ni, "Recurrent neural network based model predictive control of a plasma etch process,'' Ind. &amp; Eng. Chem. Res., 61, 638-652, 2022. </description> </item> <item> <title>Handling noisy data in sparse model identification using subsampling and co-teaching</title> <link>http://pdclab.seas.ucla.edu/Publications/FAbdullah/Abdullah_2022a.pdf</link> <description> Abdullah, F., Z. Wu and P. D. Christofides, "Handling noisy data in sparse model identification using subsampling and co-teaching,''�Comp. &amp; Chem. Eng.,�157, 107628, 2022. </description> </item> <item> <title>Microscopic and Data-Driven Modeling of Thermal Atomic Layer Etching of Aluminum Oxide Thin Films</title> <link>http://pdclab.seas.ucla.edu/Publications/SYun/Yun_2022a.pdf</link> <description> Yun, S., M. Tom, J. Luo, G. Orkoulas and P. D. Christofides, "Microscopic and Data-Driven Modeling of Thermal Atomic Layer Etching of Aluminum Oxide Thin Films,'' Chem. Eng. Res. &amp; Des., 177, 96-107, 2022. </description> </item> <item> <title>A Three-Layer Hierarchical Framework for Additive Manufacturing</title> <link>http://pdclab.seas.ucla.edu/Publications/YRen/Ren_2021b.pdf</link> <description> Ren, Y., Y. Ding, Y. Zhang and P. D. Christofides, "A Three-Layer Hierarchical Framework for Additive Manufacturing,'' Digit. Chem. Eng., 1, 100001, 2021. </description> </item> <item> <title>Statistical Machine Learning in Model Predictive Control of Nonlinear Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/ZWu/Wu_2021c.pdf</link> <description> Wu, Z., D. Rincon, Q. Gu and P. D. Christofides, "Statistical Machine Learning in Model Predictive Control of Nonlinear Processes,'' Mathematics, 9, 1912, 2021. </description> </item> <item> <title>Machine Learning-Based Predictive Control of Diffusion-Reaction Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/FDodhia/Dodhia_2021.pdf</link> <description> Dodhia, A., Z. Wu and P. D. Christofides, "Machine Learning-Based Predictive Control of Diffusion-Reaction Processes,'' Chem. Eng. Res. &amp; Des., 173, 129-139, 2021. </description> </item> <item> <title>Sparse-Identification-Based Model Predictive Control of Nonlinear Two-Time-Scale Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/FAbdullah/Abdullah_2021b.pdf</link> <description> Abdullah, F., Z. Wu, P. D. Christofides, "Sparse-Identification-Based Model Predictive Control of Nonlinear Two-Time-Scale Processes,'' Comp. &amp; Chem. Eng., 153, 107411, 2021. </description> </item> <item> <title>Modeling of UF Fouling and Backwash in Treatment of Seawater RO Feedwater Using Neural Network with Evolutionary Algorithm and Bayesian Binary Classification</title> <link>http://pdclab.seas.ucla.edu/Publications/YZhou/Zhou_2021.pdf</link> <description> Zhou, Y., B. Khan, H. Gu, P. D. Christofides and Y. Cohen, "Modeling of UF Fouling and Backwash in Treatment of Seawater RO Feedwater Using Neural Network with Evolutionary Algorithm and Bayesian Binary Classification,'' Desalination, 513, 115129, 2021. </description> </item> <item> <title>Finite Element Modeling of Direct Metal Laser Solidification Process: Sensor Data Replication and Use in Defect Detection and Data Reduction via Machine Learning</title> <link>http://pdclab.seas.ucla.edu/Publications/YRen/Ren_2021a.pdf</link> <description> Ren, Y., Y. Zhang, Y. Ding, T. Liu, C. S. Lough, M. C. Leu, E. C. Kinzel and P. D. Christofides, "Finite Element Modeling of Direct Metal Laser Solidification Process: Sensor Data Replication and Use in Defect Detection and Data Reduction via Machine Learning,'' Chem. Eng. Res. &amp; Des., 171, 254-267, 2021. </description> </item> <item> <title>Machine Learning Modeling and Predictive Control of Nonlinear Processes Using Noisy Data</title> <link>http://pdclab.seas.ucla.edu/Publications/ZWu/Wu_2021b.pdf</link> <description> Wu, Z., D. Rincon, J. Luo and P. D. Christofides, "Machine Learning Modeling and Predictive Control of Nonlinear Processes Using Noisy Data,'' AIChE J., 67, e17164, 2021. </description> </item> <item> <title>Integration of Feedback Control and Run-to-Run Control for Plasma Enhanced Atomic Layer Deposition of Hafnium Oxide Thin Films</title> <link>http://pdclab.seas.ucla.edu/Publications/SYun/Yun_2021.pdf</link> <description> Yun, S., Y. Ding, Y. Zhang and P. D. Christofides, "Integration of Feedback Control and Run-to-Run Control for Plasma Enhanced Atomic Layer Deposition of Hafnium Oxide Thin Films,'' Comp. &amp; Chem. Eng., 148, 107267, 2021. </description> </item> <item> <title>Machine Learning-based Predictive Control Using Noisy Data: Evaluating Performance and Robustness via a Large-Scale Process Simulator</title> <link>http://pdclab.seas.ucla.edu/Publications/ZWu/Wu_2021a.pdf</link> <description> Wu, Z., J. Luo, D. Rincon, and P. D. Christofides, "Machine Learning-based Predictive Control Using Noisy Data: Evaluating Performance and Robustness via a Large-Scale Process Simulator,'' Chem. Eng. Res. &amp; Des., 168, 275-287, 2021. </description> </item> <item> <title>Machine Learning-Based State Estimation and Predictive Control of Nonlinear Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/MAlhajeri/Alhajeri_2021.pdf</link> <description> Alhajeri, M., Z. Wu, D. Rincon, F. Albalawi and P. D. Christofides, "Machine Learning-Based State Estimation and Predictive Control of Nonlinear Processes,'' Chem. Eng. Res. &amp; Des., 167, 268-280, 2021. </description> </item> <item> <title>Robust Detection of Intermittent Multiplicative Sensor Fault</title> <link>http://pdclab.seas.ucla.edu/Publications/JZhang/Zhang_2021a.pdf</link> <description> Zhang, J., P. D. Christofides, X. He, Y. Zhao, Z. Zhang and D. Zhou, "Robust Detection of Intermittent Multiplicative Sensor Fault,'' Asian Journal of Control, 23, 463-473, 2021. </description> </item> <item> <title>Data-Based Reduced-Order Modeling of Nonlinear Two-Time-Scale Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/FAbdullah/Abdullah_2021a.pdf</link> <description> Abdullah, F., Z. Wu and P. D. Christofides, "Data-Based Reduced-Order Modeling of Nonlinear Two-Time-Scale Processes,'' Chem. Eng. Res. &amp; Des., 166, 1-9, 2021. </description> </item> <item> <title>Machine Learning-Based Modeling and Operation of Plasma-Enhanced Atomic Layer Deposition of Hafnium Oxide Thin Films</title> <link>http://pdclab.seas.ucla.edu/Publications/YDing/Ding_2020b.pdf</link> <description> Ding, Y., Y. Zhang, H. Y. Chung and P. D. Christofides, "Machine Learning-Based Modeling and Operation of Plasma-Enhanced Atomic Layer Deposition of Hafnium Oxide Thin Films,'' Comp. &amp; Chem. Eng., 144, 107148, 2021. </description> </item> <item> <title>Cyber-Security of Centralized, Decentralized, and Distributed Control-Detector Architectures for Nonlinear Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/SChen/Chen_2020e.pdf</link> <description> Chen, S., Z. Wu and P. D. Christofides, "Cyber-Security of Centralized, Decentralized, and Distributed Control-Detector Architectures for Nonlinear Processes,'' Chem. Eng. Res. &amp; Des., 165, 25-39, 2021. </description> </item> <item> <title>Machine Learning-Based Distributed Model Predictive Control of Nonlinear Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/SChen/Chen_2020d.pdf</link> <description> Chen, S., Z. Wu, D. Rincon and P. D. Christofides, "Machine Learning-Based Distributed Model Predictive Control of Nonlinear Processes,'' AIChE J., 66, e17013, 2020. </description> </item> <item> <title>Multiscale Three-Dimensional CFD Modeling and Reactor Design for Plasma Enhanced Atomic Layer Deposition</title> <link>http://pdclab.seas.ucla.edu/Publications/YZhang/Zhang_2020.pdf</link> <description> Zhang, Y., Y. Ding, Y. and P. D. Christofides, "Multiscale Three-Dimensional CFD Modeling and Reactor Design for Plasma Enhanced Atomic Layer Deposition,'' Comp. &amp; Chem. Eng., 142, 107066, 2020. </description> </item> <item> <title>Computational Fluid Dynamics-Based In-Situ Sensor Analytics of Direct Metal Laser Solidification Process Using Machine Learning</title> <link>http://pdclab.seas.ucla.edu/Publications/YRen/Ren_2020.pdf</link> <description> Ren, Y., Y. Zhang, Y. Ding, Y. Wang and P. D. Christofides, "Computational Fluid Dynamics-Based In-Situ Sensor Analytics of Direct Metal Laser Solidification Process Using Machine Learning,'' Comp. &amp; Chem. Eng., 143, 107069, 2020. </description> </item> <item> <title>Decentralized Machine Learning-Based Predictive Control of Nonlinear Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/SChen/Chen_2020c.pdf</link> <description> Chen, S., Z. Wu and P. D. Christofides, "Decentralized Machine Learning-Based Predictive Control of Nonlinear Processes,'' Chem. Eng. Res. &amp; Des., 162, 45-60, 2020. </description> </item> <item> <title>Operational Trend Prediction and Classification for Chemical Processes: A Novel Convolutional Neural Network Method Based on Symbolic Hierarchical Clustering</title> <link>http://pdclab.seas.ucla.edu/Publications/YWang/Wang_2020.pdf</link> <description> Wang, Y., Y. Zhang, Z. Wu, H. Li and P. D. Christofides, "Operational Trend Prediction and Classification for Chemical Processes: A Novel Convolutional Neural Network Method Based on Symbolic Hierarchical Clustering,'' Chem. Eng. Sci., 225, 115796, 2020. </description> </item> <item> <title>Microscopic modeling and optimal operation of plasma enhanced atomic layer deposition</title> <link>http://pdclab.seas.ucla.edu/Publications/YDing/Ding_2020A.pdf</link> <description> Ding, Y., Y. Zhang, G. Orkoulas and P. D. Christofides, "Microscopic modeling and optimal operation of plasma enhanced atomic layer deposition,'' Chem. Eng. Res. &amp; Des., 159, 439-454, 2020. </description> </item> <item> <title>Post Cyber-Attack State Reconstruction for Nonlinear Processes Using Machine Learning</title> <link>http://pdclab.seas.ucla.edu/Publications/ZWu/Wu_2020f.pdf</link> <description> Wu, Z., S. Chen, D. Rincon and P. D. Christofides, "Post Cyber-Attack State Reconstruction for Nonlinear Processes Using Machine Learning,'' Chem. Eng. Res. &amp; Des., 159, 248-261, 2020. </description> </item> <item> <title>A Cyber-secure Control-Detector Architecture for Nonlinear Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/SChen/Chen_2020b.pdf</link> <description> Chen, S., Z. Wu and P. D. Christofides, "A Cyber-secure Control-Detector Architecture for Nonlinear Processes,'' AIChE J., 66, e16907, 2020. </description> </item> <item> <title>Process Structure-based Recurrent Neural Network Modeling for Model Predictive Control of Nonlinear Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/ZWu/Wu_2020e.pdf</link> <description> Wu, Z., D. Rincon and P. D. Christofides, "Process Structure-based Recurrent Neural Network Modeling for Model Predictive Control of Nonlinear Processes,'' J. Proc. Contr., 89, 74-84, 2020. </description> </item> <item> <title>Robust Detection of Intermittent Sensor Faults in Stochastic LTV Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/JZhang/Zhang_2020b.pdf</link> <description> Zhang, J., P. D. Christofides, X. He, Z. Wu, Y. Zhao and D. Zhou, "Robust Detection of Intermittent Sensor Faults in Stochastic LTV Systems,'' Neurocomputing, 388, 181-187, 2020. </description> </item> <item> <title>Intermittent Sensor Fault Detection for Stochastic LTV Systems with Parameter Uncertainty and Limited Resolution</title> <link>http://pdclab.seas.ucla.edu/Publications/JZhang/Zhang_2020a.pdf</link> <description> Zhang, J., P. D. Christofides, X. He, F. Albalawi, Y. Zhao and D. Zhou, "Intermittent Sensor Fault Detection for Stochastic LTV Systems with Parameter Uncertainty and Limited Resolution,'' Int. J. Contr., 93, 788-796, 2020. </description> </item> <item> <title>Cyber-attack Detection and Resilient Operation of Nonlinear Processes under Economic Model Predictive Control</title> <link>http://pdclab.seas.ucla.edu/Publications/SChen/Chen_2020a.pdf</link> <description> Chen, S., Z. Wu and P. D. Christofides, "Cyber-attack Detection and Resilient Operation of Nonlinear Processes under Economic Model Predictive Control,'' Comp. &amp; Chem. Eng., 136, 106806, 2020. </description> </item> <item> <title>Real-Time Adaptive Machine-Learning-Based Predictive Control of Nonlinear Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/ZWu/Wu_2020d.pdf</link> <description> Wu, Z., D. Rincon and P. D. Christofides, "Real-Time Adaptive Machine-Learning-Based Predictive Control of Nonlinear Processes,'' Ind. &amp; Eng. Chem. Res., 59, 2275 - 2290, 2020. </description> </item> <item> <title>Real-time Machine Learning for Operational Safety of Nonlinear Processes via Barrier-Function Based Predictive Control</title> <link>http://pdclab.seas.ucla.edu/Publications/ZWu/Wu_2020b.pdf</link> <description> Wu, Z., D. Rincon and P. D. Christofides, "Real-time Machine Learning for Operational Safety of Nonlinear Processes via Barrier-Function Based Predictive Control,'' Chem. Eng. Res. &amp; Des., 155, 88-97, 2020. </description> </item> <item> <title>Control Lyapunov-Barrier Function-Based Predictive Control of Nonlinear Processes Using Machine Learning Modeling</title> <link>http://pdclab.seas.ucla.edu/Publications/ZWu/Wu_2020a.pdf</link> <description> Wu, Z. and P. D. Christofides, "Control Lyapunov-Barrier Function-Based Predictive Control of Nonlinear Processes Using Machine Learning Modeling,'' Comp. &amp; Chem. Eng., 134, 106706, 11 pages, 2020. </description> </item> <item> <title>Integrating Feedback Control and Run-to-Run Control in Multi-Wafer Thermal Atomic Layer Deposition of Thin Films</title> <link>http://pdclab.seas.ucla.edu/Publications/YZhang/Zhang_2019b.pdf</link> <description> Zhang, Y., Ding, Y. and P. D. Christofides, "Integrating Feedback Control and Run-to-Run Control in Multi-Wafer Thermal Atomic Layer Deposition of Thin Films,'' Processes, 8 (1), 18, 18 pages, 2020. </description> </item> <item> <title>Optimizing Process Economics and Operational Safety via Economic MPC Using Barrier Functions and Recurrent Neural Network Models</title> <link>http://pdclab.seas.ucla.edu/Publications/ZWu/Wu_2019g.pdf</link> <description> Wu, Z. and P. D. Christofides, "Optimizing Process Economics and Operational Safety via Economic MPC Using Barrier Functions and Recurrent Neural Network Models,'' Chem. Eng. Res. &amp; Des., 152, 455-465, 2019. </description> </item> <item> <title>Real-Time Optimization and Control of Nonlinear Processes Using Machine Learning</title> <link>http://pdclab.seas.ucla.edu/Publications/ZZhang/Zhang_2019d.pdf</link> <description> Zhang, Z., Z. Wu, D. Rincon and P. D. Christofides, "Real-Time Optimization and Control of Nonlinear Processes Using Machine Learning,'' Mathematics, 7 (10), 890, 25 pages, 2019. </description> </item> <item> <title>Machine Learning-Based Modeling and Operation for ALD of SiO_2 Thin Films Using Data from a Multiscale CFD Simulation</title> <link>http://pdclab.seas.ucla.edu/Publications/YDing/Ding_2019b.pdf</link> <description> Ding, Y., Y. Zhang, M. Ren, G. Orkoulas and P. D. Christofides, "Machine Learning-Based Modeling and Operation for ALD of SiO_2 Thin Films Using Data from a Multiscale CFD Simulation,'' Chem. Eng. Res. &amp; Des., 151, 131-145, 2019. </description> </item> <item> <title>Machine Learning-Based Predictive Control of Nonlinear Processes. Part II: Computational Implementation</title> <link>http://pdclab.seas.ucla.edu/Publications/ZWu/Wu_2019f.pdf</link> <description> Wu, Z., A. Tran, D. Rincon and P. D. Christofides, "Machine Learning-Based Predictive Control of Nonlinear Processes. Part II: Computational Implementation,'' AIChE J., 65, e16734, 2019. </description> </item> <item> <title>Machine Learning-Based Predictive Control of Nonlinear Processes. Part I: Theory</title> <link>http://pdclab.seas.ucla.edu/Publications/ZWu/Wu_2019e.pdf</link> <description> Wu, Z., A. Tran, D. Rincon and P. D. Christofides, "Machine Learning-Based Predictive Control of Nonlinear Processes. Part I: Theory,'' AIChE J., 65, e16729, 2019. </description> </item> <item> <title>Control Lyapunov-Barrier Function-Based Model Predictive Control of Nonlinear Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/ZWu/Wu_2019d.pdf</link> <description> Wu, Z., F. Albalawi, Z. Zhang, J. Zhang, H. Durand and P. D. Christofides, "Control Lyapunov-Barrier Function-Based Model Predictive Control of Nonlinear Systems,'' Automatica, 109, 108508, 2019. </description> </item> <item> <title>Operation Safety via Model Predictive Control: The Torrance Refinery Accident Revisited</title> <link>http://pdclab.seas.ucla.edu/Publications/ZZhang/Zhang_2019c.pdf</link> <description> Zhang, Z., Z. Wu, D. Rincon and P. D. Christofides, "Operation Safety via Model Predictive Control: The Torrance Refinery Accident Revisited,'' Chem. Eng. Res. &amp; Des., 149, 138-146, 2019. </description> </item> <item> <title>Run-to-Run Control of PECVD Systems: Application to a Multiscale Three-Dimensional CFD Model of Thin Film Silicon Deposition</title> <link>http://pdclab.seas.ucla.edu/Publications/GCrose/Crose_2019.pdf</link> <description> Crose, M., W. Zhang, A. Tran and P. D. Christofides, "Run-to-Run Control of PECVD Systems: Application to a Multiscale Three-Dimensional CFD Model of Thin Film Silicon Deposition,'' AIChE J., 65, e16400, 2019. </description> </item> <item> <title>Multiscale Computational Fluid Dynamics Modeling of Thermal Atomic Layer Deposition with Application to Chamber Design</title> <link>http://pdclab.seas.ucla.edu/Publications/YZhang/Zhang_2019.pdf</link> <description> Zhang, Y., Y. Ding and P. D. Christofides, "Multiscale Computational Fluid Dynamics Modeling of Thermal Atomic Layer Deposition with Application to Chamber Design,'' Chem. Eng. Res. &amp; Des., 147, 529-544, 2019. </description> </item> <item> <title>Economic Machine-Learning-Based Predictive Control of Nonlinear Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/ZWu/Wu_2019c.pdf</link> <description> Wu, Z. and P. D. Christofides, "Economic Machine-Learning-Based Predictive Control of Nonlinear Systems,'' 7 (6), 494, 20 pages, Mathematics, 2019. </description> </item> <item> <title>Operational Safety of an Ammonia Process Network via Model Predictive Control</title> <link>http://pdclab.seas.ucla.edu/Publications/ZZhang/Zhang_2019b.pdf</link> <description> Zhang, Z., Z. Wu, D. Rincon and P. D. Christofides, "Operational Safety of an Ammonia Process Network via Model Predictive Control,'' Chem. Eng. Res. &amp; Des., 146, 277-289, 2019. </description> </item> <item> <title>Model Predictive Control of Phthalic Anhydride Synthesis in a Fixed-Bed Catalytic Reactor via Machine Learning Modeling</title> <link>http://pdclab.seas.ucla.edu/Publications/ZWu/Wu_2019b.pdf</link> <description> Wu, Z., A. Tran, Y. M. Ren, C. S. Barnes, S. Chen and P. D. Christofides, "Model Predictive Control of Phthalic Anhydride Synthesis in a Fixed-Bed Catalytic Reactor via Machine Learning Modeling,'' Chem. Eng. Res. &amp; Des., 145, 173-183, 2019. </description> </item> <item> <title>Microscopic Modeling and Optimal Operation of Thermal Atomic Layer Deposition</title> <link>http://pdclab.seas.ucla.edu/Publications/YDing/Ding_2019A.pdf</link> <description> Ding, Y., Y. Zhang, K. Kim, A. Tran, Z. Wu and P. D. Christofides, "Microscopic Modeling and Optimal Operation of Thermal Atomic Layer Deposition,'' Chem. Eng. Res. &amp; Des., 145, 159-172, 2019. </description> </item> <item> <title>Operational Safety of Chemical Processes via Safeness-Index Based MPC: Two Large-Scale Case Studies</title> <link>http://pdclab.seas.ucla.edu/Publications/ZZhang/Zhang_2019a.pdf</link> <description> Zhang, Z., Z. Wu, D. Rincon, C. Garcia and P. D. Christofides, "Operational Safety of Chemical Processes via Safeness-Index Based MPC: Two Large-Scale Case Studies,'' Comp. &amp; Chem. Eng., 125, 204-215, 2019. </description> </item> <item> <title>Handling Bounded and Unbounded Unsafe Sets in Control Lyapunov-Barrier Function-Based Model Predictive Control of Nonlinear Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/ZWu/Wu_2019a.pdf</link> <description> Wu, Z. and P. D. Christofides, "Handling Bounded and Unbounded Unsafe Sets in Control Lyapunov-Barrier Function-Based Model Predictive Control of Nonlinear Processes,'' Chem. Eng. Res. &amp; Des., 143, 140-149, 2019. </description> </item> <item> <title>Elucidating and Handling Effects of Valve-Induced Nonlinearities in Industrial Feedback Control Loops</title> <link>http://pdclab.seas.ucla.edu/Publications/HDurand/Durand_2018b.pdf</link> <description> Durand, H., R. Parker, A. Alanqar and P. D. Christofides, "Elucidating and Handling Effects of Valve-Induced Nonlinearities in Industrial Feedback Control Loops,'' Comp. &amp; Chem. Eng., 116, 156-175, 2018. </description> </item> <item> <title>Event-triggered Filtering and Intermittent Fault Detection for Time-varying Systems with Stochastic Parameter Uncertainty and Sensor Saturation</title> <link>http://pdclab.seas.ucla.edu/Publications/JZhang/Zhang_2018.pdf</link> <description> Zhang, J., P. D. Christofides, X. He, Z. Wu, Z. Zhang and D. Zhou, "Event-triggered Filtering and Intermittent Fault Detection for Time-varying Systems with Stochastic Parameter Uncertainty and Sensor Saturation,'' Inter. J. Rob. &amp; Non. Contr., 28, 4666-4680, 2018. </description> </item> <item> <title>Partitioning for Distributed Model Predictive Control of Nonlinear Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/RRocha/Rocha_2018.pdf</link> <description> Rocha, R., L. C. Oliveira-Lopes and P. D. Christofides, "Partitioning for Distributed Model Predictive Control of Nonlinear Processes,'' Chem. Eng. Res. &amp; Des., 139, 116-135, 2018. </description> </item> <item> <title>Detecting and Handling Cyber-attacks in Model Predictive Control of Chemical Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/ZWu/Wu_2018d.pdf</link> <description> Wu, Z., F . Albalawi, J. Zhang, Z. Zhang, H. Durand and P. D. Christofides, "Detecting and Handling Cyber-attacks in Model Predictive Control of Chemical Processes,'' Mathematics, 6(10), 173, 22 pages, 2018. </description> </item> <item> <title>Economic Model Predictive Control of Stochastic Nonlinear Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/ZWu/Wu_2018c.pdf</link> <description> Wu, Z., J. Zhang, Z. Zhang, F. Albalawi, H. Durand, M. Mahmood, P. Mhaskar and P. D. Christofides, "Economic Model Predictive Control of Stochastic Nonlinear Systems,'' AIChE J., 64, 3312-3322, 2018. </description> </item> <item> <title>Economic Model Predictive Control: Handling Valve Actuator Dynamics and Process Equipment Considerations</title> <link>http://pdclab.seas.ucla.edu/Publications/HDurand/Durand_2018.pdf</link> <description> Durand, H. and P. D. Christofides, "Economic Model Predictive Control: Handling Valve Actuator Dynamics and Process Equipment Considerations,'' Foundation and Trends in Systems and Control, 5, 293-350, 2018. </description> </item> <item> <title>Safe Economic Model Predictive Control of Nonlinear Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/ZWu/Wu_2018b.pdf</link> <description> Wu, Z., H. Durand and P. D. Christofides, "Safe Economic Model Predictive Control of Nonlinear Systems,'' Syst. &amp; Contr. Lett., 118, 69-76, 2018. </description> </item> <item> <title>Process Operational Safety via Model Predictive Control: Recent Results and Future Research Directions</title> <link>http://pdclab.seas.ucla.edu/Publications/FAlbalawi/Albalawi_2018b.pdf</link> <description> Albalawi, F., H. Durand and P. D. Christofides, "Process Operational Safety via Model Predictive Control: Recent Results and Future Research Directions,'' Comp. &amp; Chem. Eng., 114, 171-190, 2018. </description> </item> <item> <title>Safeness Index-Based Economic Model Predictive Control of Stochastic Nonlinear Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/ZWu/Wu_2018.pdf</link> <description> Wu, Z., H. Durand and P. D. Christofides, "Safeness Index-Based Economic Model Predictive Control of Stochastic Nonlinear Systems,'' Mathematics, 6 (5), 69, 19 pages, 2018. </description> </item> <item> <title>Real-Time Furnace Balancing of Steam Methane Reforming Furnaces</title> <link>http://pdclab.seas.ucla.edu/Publications/ATran/Tran_2018b.pdf</link> <description> Tran, A., M. Pont, M. Crose and P. D. Christofides, "Real-Time Furnace Balancing of Steam Methane Reforming Furnaces,'' Chem. Eng. Res. &amp; Des., 134, 238-256, 2018. </description> </item> <item> <title>Bayesian Model Averaging for Estimating the Spatial Temperature Distribution in a Steam Methane Reforming Furnace</title> <link>http://pdclab.seas.ucla.edu/Publications/ATran/Tran_2018.pdf</link> <description> Tran, A., M. Pont, A. Aguirre, H. Durand, M. Crose and P. D. Christofides, "Bayesian Model Averaging for Estimating the Spatial Temperature Distribution in a Steam Methane Reforming Furnace,'' Chem. Eng. Res. &amp; Des., 131, 465-487, 2018. </description> </item> <item> <title>Achieving Operational Process Safety via Model Predictive Control</title> <link>http://pdclab.seas.ucla.edu/Publications/FAlbalawi/Albalawi_2018.pdf</link> <description> Albalawi, F., H. Durand, A. Alanqar and P. D. Christofides, "Achieving Operational Process Safety via Model Predictive Control,'' Journal of Loss Prevention in the Process Industries, 53, 74-88, 2018. </description> </item> <item> <title>Optimal Operation of Batch Enantiomer Crystallization: From Ternary Diagrams to Predictive Control</title> <link>http://pdclab.seas.ucla.edu/Publications/CMarcellos/Marcellos_2018.pdf</link> <description> Curitiba, C., H. Durand, JSI Kwon, A. Barreto Jr., P. Laranjeira da Cunha Lage, M. Bezerra de Souza Jr., A. Resende Secchi and P. D. Christofides, "Optimal Operation of Batch Enantiomer Crystallization: From Ternary Diagrams to Predictive Control,'' AIChE J., 64, 1618-1637, 2018. </description> </item> <item> <title>Multiscale Three-Dimensional CFD Modeling of PECVD of Amorphous Silicon Thin Films</title> <link>http://pdclab.seas.ucla.edu/Publications/GCrose/Crose_2018.pdf</link> <description> Crose, M., W. Zhang, A. Tran and P. D. Christofides, "Multiscale Three-Dimensional CFD Modeling of PECVD of Amorphous Silicon Thin Films,'' Comp. &amp; Chem. Eng., 113, 184-195, 2018. </description> </item> <item> <title>On Integration of Feedback Control and Safety Systems: Analyzing Two Chemical Process Applications</title> <link>http://pdclab.seas.ucla.edu/Publications/ZZhang/Zhang_2018.pdf</link> <description> Zhang, Z., Z. Wu, H. Durand, F. Albalawi and P. D. Christofides, "On Integration of Feedback Control and Safety Systems: Analyzing Two Chemical Process Applications,'' Chem. Eng. Res. &amp; Des., 132, 616-626, 2018. </description> </item> <item> <title>Fouling Indicators for Field Monitoring the Effectiveness of Operational Strategies of Ultrafiltration as Pretreatment for Seawater Desalination</title> <link>http://pdclab.seas.ucla.edu/Publications/HGu/Gu_2018.pdf</link> <description> Gu, H., A. Rahardianto, L. Gao, X. Pascual, J. Giralt, R. Rallo, P. D. Christofides and Y. Cohen, "Fouling Indicators for Field Monitoring the Effectiveness of Operational Strategies of Ultrafiltration as Pretreatment for Seawater Desalination,'' Desalination, 431, 86-99, 2018. </description> </item> <item> <title>Distributed Economic Model Predictive Control with Safeness-Index Based Constraints for Nonlinear Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/FAlbalawi/Albalawi_2017b.pdf</link> <description> Albalawi, F., H. Durand and P. D. Christofides, "Distributed Economic Model Predictive Control with Safeness-Index Based Constraints for Nonlinear Systems,'' Syst. &amp; Contr. Lett., 110, 21-28, 2017. </description> </item> <item> <title>Multiscale Computational Fluid Dynamics: Methodology and Application to PECVD of Thin Film Solar Cells</title> <link>http://pdclab.seas.ucla.edu/Publications/GCrose/Crose_2017.pdf</link> <description> Crose, M., A. Tran and P. D. Christofides, "Multiscale Computational Fluid Dynamics: Methodology and Application to PECVD of Thin Film Solar Cells,'' Coatings, 7 (2), 22, 23 pages, 2017. </description> </item> <item> <title>Distributed Economic Model Predictive Control for Operational Safety of Nonlinear Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/FAlbalawi/Albalawi_2017.pdf</link> <description> Albalawi, F., H. Durand and P. D. Christofides, "Distributed Economic Model Predictive Control for Operational Safety of Nonlinear Processes,'' AIChE J., 63, 3404-3418, 2017. </description> </item> <item> <title>CFD Modeling of an Industrial-scale Steam Methane Reforming Furnace</title> <link>http://pdclab.seas.ucla.edu/Publications/ATran/Tran_2017b.pdf</link> <description> Tran, A., A. Aguirre, H. Durand, M. Crose and P. D. Christofides, ``CFD Modeling of an Industrial-scale Steam Methane Reforming Furnace,'' Chemical Engineering Science, 171, 576-598, 2017. </description> </item> <item> <title>Model Predictive Control of a Steam Methane Reforming Reactor Described by a CFD Model</title> <link>http://pdclab.seas.ucla.edu/Publications/ZWu/Wu_2017.pdf</link> <description> Wu, Z., A. Aguirre, A. Tran, H. Durand, D. Ni and P. D. Christofides, ``Model Predictive Control of a Steam Methane Reforming Reactor Described by a CFD Model,'' Ind. &amp; Eng. Chem. Res., 56, 6002-6011, 2017. </description> </item> <item> <title>Fault-Tolerant Economic Model Predictive Control Using Error-Triggered On-line Model Identification</title> <link>http://pdclab.seas.ucla.edu/Publications/AAlanqar/Alanqar_2017c.pdf</link> <description> Alanqar, A., H. Durand and P. D. Christofides, ``Fault-Tolerant Economic Model Predictive Control Using Error-Triggered On-line Model Identification,'' Ind. &amp; Eng. Chem. Res., 56, 5652-5667, 2017. </description> </item> <item> <title>Temperature Balancing in Steam Methane Reforming Furnace via an Integrated CFD/Data-Based Optimization Approach</title> <link>http://pdclab.seas.ucla.edu/Publications/ATran/Tran_2017.pdf</link> <description> Tran, A., A. Aguirre, M. Crose, H. Durand and P. D. Christofides, ``Temperature Balancing in Steam Methane Reforming Furnace via an Integrated CFD/Data-Based Optimization Approach,'' Comp. &amp; Chem. Eng., 104, 185-200, 2017. </description> </item> <item> <title>An Economic Model Predictive Control Approach to Integrated Production Management and Process Operation</title> <link>http://pdclab.seas.ucla.edu/Publications/AAlanqar/Alanqar_2017b.pdf</link> <description> Alanqar, A., H. Durand, F. Albalawi and P. D. Christofides, ``An Economic Model Predictive Control Approach to Integrated Production Management and Process Operation,'' AIChE J., 63, 1892-1906, 2017. </description> </item> <item> <title>Process Operational Safety Using Model Predictive Control Based on a Process Safeness Index</title> <link>http://pdclab.seas.ucla.edu/Publications/FAlbalawi/Albalawi_Safety.pdf</link> <description> Albalawi, F., H. Durand and P. D. Christofides, ``Process Operational Safety Using Model Predictive Control Based on a Process Safeness Index,'' Comp. &amp; Chem. Eng., 104, 76-88, 2017. </description> </item> <item> <title>Error-Triggered On-line Model Identification for Model-Based Feedback Control</title> <link>http://pdclab.seas.ucla.edu/Publications/AAlanqar/Alanqar_2017.pdf</link> <description> Alanqar, A., H. Durand and P. D. Christofides, ``Error-Triggered On-line Model Identification for Model-Based Feedback Control,'' AIChE J., 63, 949-966, 2017. </description> </item> <item> <title>Self-Adaptive Cycle-to-Cycle Control of In-line Coagulant Dosing in Ultrafiltration for Pre-Treatment of RO Feed Water</title> <link>http://pdclab.seas.ucla.edu/Publications/LGao/Gao2017.pdf</link> <description> Gao, L., H. Gu, A. Rahardianto, P. D. Christofides and Y. Cohen, "Self-Adaptive Cycle-to-Cycle Control of In-line Coagulant Dosing in Ultrafiltration for Pre-Treatment of RO Feed Water,'' Desalination, 401, 22-31, 2017. </description> </item> <item> <title>Evaluation of Osmotic Energy Extraction via FEM Modeling and Exploration of PRO Operational Parameter Space</title> <link>http://pdclab.seas.ucla.edu/Publications/ASagiv/Sagiv2017.pdf</link> <description> Sagiv, A., W. Xu, P. D. Christofides, Y. Cohen and R. Semiat, "Evaluation of Osmotic Energy Extraction via FEM Modeling and Exploration of PRO Operational Parameter Space,'' Desalination, 401, 120-133, 2017. </description> </item> <item> <title>Multiscale Modeling and Run-to-Run Control of PECVD of Thin Film Solar Cells</title> <link>http://pdclab.seas.ucla.edu/Publications/GCrose/Crose_2016.pdf</link> <description> Crose, M., JSI Kwon, A. Tran and P. D. Christofides, "Multiscale Modeling and Run-to-Run Control of PECVD of Thin Film Solar Cells,'' Renewable Energy, 100, 129-140, 2017. </description> </item> <item> <title>Ultrafiltration with Self-Generated RO Concentrate Pulse Backwash in a Novel Integrated Seawater Desalination UF-RO System</title> <link>http://pdclab.seas.ucla.edu/Publications/LGao/Gao2016.pdf</link> <description> Gu, H., A. Rahardianto, L. X. Gao, P. D. Christofides and Y. Cohen, "Ultrafiltration with Self-Generated RO Concentrate Pulse Backwash in a Novel Integrated Seawater Desalination UF-RO System,'' J. Membrane Sci., 520, 111-119, 2016. </description> </item> <item> <title>Elucidation of the Role of Constraints in Economic Model Predictive Control</title> <link>http://pdclab.seas.ucla.edu/Publications/MEllis/Ellis2016.pdf</link> <description> Ellis, M., H. Durand and P. D. Christofides, "Elucidation of the Role of Constraints in Economic Model Predictive Control,'' Annual Reviews in Control, 41, 208-217, 2016. </description> </item> <item> <title>A Feedback Control Framework for Safe and Economically-Optimal Operation of Nonlinear Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/FAlbalawi/Albalawi_Operation_Nonlinear.pdf</link> <description> Albalawi, F., A. Alanqar, H. Durand and P. D. Christofides, "A Feedback Control Framework for Safe and Economically-Optimal Operation of Nonlinear Processes,'' AIChE J., 62, 2391-2409, 2016. </description> </item> <item> <title>Economic Model Predictive Control Designs for Input Rate-of-Change Constraint Handling and Guaranteed Economic Performance</title> <link>http://pdclab.seas.ucla.edu/Publications/HDurand/Durand_eMPC_rate.pdf</link> <description> Durand, H., M. Ellis and P. D. Christofides, "Economic Model Predictive Control Designs for Input Rate-of-Change Constraint Handling and Guaranteed Economic Performance,'' Comp. &amp; Chem. Eng., 92, 18-36, 2016. </description> </item> <item> <title>CFD Modeling and Control of a Steam Methane Reforming Reactor</title> <link>http://pdclab.seas.ucla.edu/Publications/LLao/Lao_CFD_Single.pdf</link> <description> Lao, L., A. Aguirre, A. Tran, Z. Wu, H. Durand and P. D. Christofides, "CFD Modeling and Control of a Steam Methane Reforming Reactor,'' Chem. Eng. Sci., 148, 78-92, 2016. </description> </item> <item> <title>Actuator Stiction Compensation via Model Predictive Control for Nonlinear Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/HDurand/Durand_Stiction.pdf</link> <description> Durand, H. and P. D. Christofides, "Actuator Stiction Compensation via Model Predictive Control for Nonlinear Processes,'' AIChE J., 62, 2004-2023, 2016. </description> </item> <item> <title>Novel Design and Operational Control of Integrated Ultrafiltration - Reverse Osmosis System with RO Concentrate Backwash</title> <link>http://pdclab.seas.ucla.edu/Publications/LGao/Gao_2016_Desalination.pdf</link> <description> Gao, L., A. Rahardianto, H. Gu, P. D. Christofides and Y. Cohen, "Novel Design and Operational Control of Integrated Ultrafiltration - Reverse Osmosis System with RO Concentrate Backwash,'' Desalination, 382, 43-52, 2016. </description> </item> <item> <title>Multiscale, Multidomain Modeling and Parallel Computation: Application to Crystal Shape Prediction in Crystallization</title> <link>http://pdclab.seas.ucla.edu/Publications/Joseph/Joseph2015_IECR.pdf</link> <description> Kwon, JSI., M. Nayhouse and P. D. Christofides, "Multiscale, Multidomain Modeling and Parallel Computation: Application to Crystal Shape Prediction in Crystallization,'' Ind. &amp; Eng. Chem. Res., 54, 11903-11914, 2015. </description> </item> <item> <title>Economic Model Predictive Control of Nonlinear Time-Delay Systems: Closed-Loop Stability and Delay Compensation</title> <link>http://pdclab.seas.ucla.edu/Publications/MEllis/Ellis20154152.pdf</link> <description> Ellis, M. and P. D. Christofides, "Economic Model Predictive Control of Nonlinear Time-Delay Systems: Closed-Loop Stability and Delay Compensation,'' AIChE J., 61, 4152-4165, 2015. </description> </item> <item> <title>On the analysis of FO mass transfer resistances via CFD analysis and film theory</title> <link>http://pdclab.seas.ucla.edu/Publications/ASagiv/ASagiv_2015.pdf</link> <description> Sagiv, A., P. D. Christofides, Y. Cohen and R. Semiat, "On the Analysis of FO Mass Transfer Resistances via CFD Analysis and Film Theory,'' J. Membrane Sci., 495, 98-105, 2015. </description> </item> <item> <title>Real-Time Preventative Sensor Maintenance Using Robust Moving Horizon Estimation and Model Predictive Control</title> <link>http://pdclab.seas.ucla.edu/Publications/LLao/Lao_2015.pdf</link> <description> Lao, L., Ellis, M., Durand, H., and P. D. Christofides, "Real-Time Preventative Sensor Maintenance Using Robust Moving Horizon Estimation and Model Predictive Control," AIChE J., 61, 3374-3389, 2015. </description> </item> <item> <title>On Identification of Well-Conditioned Nonlinear Systems: Application to Economic Model Predictive Control of Nonlinear Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/AAlanqar/Alanqar_2015.pdf</link> <description> Alanqar, A., Durand, H., and P. D. Christofides, "On Identification of Well-Conditioned Nonlinear Systems: Application to Economic Model Predictive Control of Nonlinear Processes," AIChE J., 61, 3353-3373, 2015. </description> </item> <item> <title>Multiscale Modeling and Operation of PECVD of Thin Film Solar Cells</title> <link>http://pdclab.seas.ucla.edu/Publications/GCrose/Crose_2015_01.pdf</link> <description> Crose, M., Kwon, JSI., Nayhouse, M., Ni, D., and P. D. Christofides, "Multiscale Modeling and Operation of PECVD of Thin Film Solar Cells," Chem. Eng. Sci., 136, 50-61, 2015. </description> </item> <item> <title>Handling State Constraints and Economics in Feedback Control of Transport-Reaction Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/LLao/Lao201598.pdf</link> <description> Lao, L., M. Ellis and P. D. Christofides, "Handling State Constraints and Economics in Feedback Control of Transport-Reaction Processes," J. Proc. Contr., 32, 98-108, 2015. </description> </item> <item> <title>Modeling and Control of Ibuprofen Crystal Growth and Size Distribution</title> <link>http://pdclab.seas.ucla.edu/Publications/MNayhouse/Ibuprofenpaper.pdf</link> <description> Nayhouse, M., A. Tran, JSI. Kwon, M. Crose, G. Orkoulas and P. D. Christofides, "Modeling and Control of Ibuprofen Crystal Growth and Size Distribution," Chem. Eng. Sci., 134, 414-422, 2015. </description> </item> <item> <title>Detection and Isolation of Batch-to-Batch Parametric Drift in Crystallization Using In-batch and Post-batch Measurements</title> <link>http://pdclab.seas.ucla.edu/Publications/Joseph/Joseph2015_IECRpaper.pdf</link> <description> Kwon, JSI., M. Nayhouse, and P. D. Christofides, "Detection and Isolation of Batch-to-Batch Parametric Drift in Crystallization Using In-batch and Post-batch Measurements," Ind. &amp; Eng. Chem. Res., 54, 5514-5526, 2015. </description> </item> <item> <title>Run-to-Run-Based Model Predictive Control of Protein Crystal Shape in Batch Crystallization</title> <link>http://pdclab.seas.ucla.edu/Publications/Joseph/Joseph2015.pdf</link> <description> Kwon, JSI., M. Nayhouse, G. Orkoulas, D. Ni, and P. D. Christofides, "Run-to-Run-Based Model Predictive Control of Protein Crystal Shape in Batch Crystallization," Ind. &amp; Eng. Chem. Res., 54, 4293-4302, 2015. </description> </item> <item> <title>Economic Model Predictive Control of Nonlinear Process Systems Using Empirical Models</title> <link>http://pdclab.seas.ucla.edu/Publications/AAlanqar/Alanqar2015816.pdf</link> <description> Alanqar, A., M. Ellis and P. D. Christofides, "Economic Model Predictive Control of Nonlinear Process Systems Using Empirical Models," AIChE J., 61,816-830, 2015. </description> </item> <item> <title>A Method for Handling Batch-to-Batch Parametric Drift Using Moving Horizon Estimation: Application to Run-to-Run MPC of Batch Crystallization</title> <link>http://pdclab.seas.ucla.edu/Publications/Joseph/JosephR2R.pdf</link> <description> Kwon, JSI., M. Nayhouse, G. Orkoulas, D. Ni and P. D. Christofides, "A Method for Handling Batch-to-Batch Parametric Drift Using Moving Horizon Estimation: Application to Run-to-Run MPC of Batch Crystallization," Chem. Eng. Sci., 127, 210-219, 2015. </description> </item> <item> <title>Real-Time Economic Model Predictive Control of Nonlinear Process Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/MEllis/Ellis2014555.pdf</link> <description> Ellis, M. and P. D. Christofides, "Real-Time Economic Model Predictive Control of Nonlinear Process Systems," AIChE J., 61, 555-571, 2015. </description> </item> <item> <title>Integrated Design of Control Actuator Layer and Economic Model Predictive Control for Nonlinear Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/HDurand/Durand201420000.pdf</link> <description> Durand, H., Ellis, M. and P. D. Christofides, "Integrated Design of Control Actuator Layer and Economic Model Predictive Control for Nonlinear Processes," Ind. &amp; Eng. Chem. Res., 53, 20000-20012, 2014. </description> </item> <item> <title>On Finite-time and Infinite-time Cost Improvement of Economic Model Predictive Control for Nonlinear Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/MEllis/Ellis20142561.pdf</link> <description> Ellis, M. and P. D. Christofides, "On Finite-time and Infinite-time Cost Improvement of Economic Model Predictive Control for Nonlinear Systems," Automatica, 50, 2561-2569, 2014. </description> </item> <item> <title>Enhancing Crystal Production Rate and Reducing Polydispersity in Continuous Protein Crystalization</title> <link>http://pdclab.seas.ucla.edu/Publications/Joseph/Joseph2014_IECR2.pdf</link> <description> Kwon, JSI., M. Nayhouse, G. Orkoulas and P. D. Christofides, "Enhancing Crystal Production Rate and Reducing Polydispersity in Continuous Protein Crystalization," Ind. &amp; Eng. Chem. Res., 53, 15538-15548, 2014. </description> </item> <item> <title>Performance Monitoring of Economic Model Predictive Control Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/MEllis/Ellis201415406.pdf</link> <description> Ellis, M. and P. D. Christofides, "Performance Monitoring of Economic Model Predictive Control Systems," Ind. &amp; Eng. Chem. Res., 53, 15406-15413, 2014. </description> </item> <item> <title>Crystal Shape and Size Control Using a Plug Flow Crystallization Configuration</title> <link>http://pdclab.seas.ucla.edu/Publications/Joseph/paperSNOC14.pdf</link> <description> Kwon, JSI., M. Nayhouse, G. Orkoulas and P. D. Christofides, "Crystal Shape and Size Control Using a Plug Flow Crystallization Configuration," Chem. Eng. Sci., 119, 30-39, 2014. </description> </item> <item> <title>A Tutorial Review of Economic Model Predictive Control Methods</title> <link>http://pdclab.seas.ucla.edu/Publications/MEllis/Ellis20141156.pdf</link> <description> Ellis, M., H. Durand and P. D. Christofides, "A Tutorial Review of Economic Model Predictive Control Methods," J. Proc. Contr., 24, 1156-1178, 2014. </description> </item> <item> <title>Selection of Control Configurations for Economic Model Predictive Control Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/MEllis/Ellis20143230.pdf</link> <description> Ellis, M. and P. D. Christofides, "Selection of Control Configurations for Economic Model Predictive Control Systems," AIChE J., 60, 3230-3242, 2014. </description> </item> <item> <title>Economic Model Predictive Control of Parabolic PDE Systems: Addressing State Estimation and Computational Efficiency</title> <link>http://pdclab.seas.ucla.edu/Publications/LLao/Lao2014448.pdf</link> <description> Lao, L., M. Ellis and P. D. Christofides, "Economic Model Predictive Control of Parabolic PDE Systems: Addressing State Estimation and Computational Efficiency," J. Proc. Contr., 24, 448-462, 2014. </description> </item> <item> <title>Energy-Optimal Control of RO Desalination</title> <link>http://pdclab.seas.ucla.edu/Publications/LGao/Gao20147409.pdf</link> <description> Gao, L., A. Rahardianto, H. Gu, P. D. Christofides and Y. Cohen, "Energy-Optimal Control of RO Desalination," Ind. &amp; Eng. Chem. Res., 53, 7409-7420, 2014. </description> </item> <item> <title>Economic Model Predictive Control of Transport-Reaction Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/LLao/Lao20147382.pdf</link> <description> Lao, L., M. Ellis and P. D. Christofides, "Economic Model Predictive Control of Transport-Reaction Processes," Ind. &amp; Eng. Chem. Res., 53, 7382-7396, 2014. </description> </item> <item> <title>Analysis of Forward Osmosis Desalination via Two-Dimensional FEM Model</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/Sagiv2014161.pdf</link> <description> Sagiv, A., A. Zhu, P. D. Christofides, Y. Cohen and R. Semiat, "Analysis of Forward Osmosis Desalination via Two-Dimensional FEM Model," J. Membrane Sci., 464, 161-172, 2014. </description> </item> <item> <title>Smart Manufacturing: Handling Preventive Actuator Maintenance and Economics Using Model Predictive Control</title> <link>http://pdclab.seas.ucla.edu/Publications/LLao/Lao20142179.pdf</link> <description> Lao, L., M. Ellis and P. D. Christofides, "Smart Manufacturing: Handling Preventive Actuator Maintenance and Economics Using Model Predictive Control," AIChE J., 60, 2179-2196, 2014. </description> </item> <item> <title>Robust Moving Horizon Estimation Based Output-Feedback Economic Model Predictive Control</title> <link>http://pdclab.seas.ucla.edu/Publications/MEllis/Ellis2014101.pdf</link> <description> Ellis, M., J. Zhang, J. Liu and P. D. Christofides, "Robust Moving Horizon Estimation Based Output-Feedback Economic Model Predictive Control," Syst. &amp; Contr. Lett., 68, 101-109, 2014. </description> </item> <item> <title>Protein Crystal Shape and Size Control in Batch Crystallization: Comparing Model Predictive Control with Conventional Operating Policies</title> <link>http://pdclab.seas.ucla.edu/Publications/Joseph/Joseph2014_IECR.pdf</link> <description> Kwon, S., M. Nayhouse, G. Orkoulas and P. D. Christofides, "Protein Crystal Shape and Size Control in Batch Crystallization: Comparing Model Predictive Control with Conventional Operating Policies," Ind. &amp; Eng. Chem. Res., 53, 5002-5014, 2014. </description> </item> <item> <title>Optimal Time-varying Operation of Nonlinear Process Systems with Economic Model Predictive Control</title> <link>http://pdclab.seas.ucla.edu/Publications/MEllis/Ellis20144991.pdf</link> <description> Ellis, M. and P. D. Christofides, "Optimal Time-varying Operation of Nonlinear Process Systems with Economic Model Predictive Control," Ind. &amp; Eng. Chem. Res., 53, 4991-5001, 2014. </description> </item> <item> <title>Fault Detection and Isolation in Spiral-Wound RO Desalination</title> <link>http://pdclab.seas.ucla.edu/Publications/ABartman/Pascual2014_IECR.pdf</link> <description> Pascual, X., H. Gu, A. Bartman, A. Zhu, A. Rahardianto, J. Giralt, R. Rallo, P. D. Christofides and Y. Cohen, "Fault Detection and Isolation in Spiral-Wound RO Desalination," Ind. &amp; Eng. Chem. Res., 53, 3257-3271, 2014. </description> </item> <item> <title>Economic Model Predictive Control with Time-Varying Objective Function for Nonlinear Process Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/MEllis/Ellis2014507.pdf</link> <description> Ellis, M. and P. D. Christofides, "Economic Model Predictive Control with Time-Varying Objective Function for Nonlinear Process Systems," AIChE J., 60, 507-519, 2014. </description> </item> <item> <title>Modeling and Control of Crystal Shape in Continuous Protein Crystallization</title> <link>http://pdclab.seas.ucla.edu/Publications/Joseph/Joseph2014_CES.pdf</link> <description> Kwon, S., M. Nayhouse, P. D. Christofides and G. Orkoulas, ``Modeling and control of crystal shape in continuous protein crystallization,'' Chem. Eng. Sci., 107, 47-57, 2014. </description> </item> <item> <title>Integrating Dynamic Economic Optimization and Model Predictive Control for Optimal Operation of Nonlinear Process Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/MEllis/Ellis2014242.pdf</link> <description> Ellis, M. and P. D. Christofides, ``Integrating Dynamic Economic Optimization and Model Predictive Control for Optimal Operation of Nonlinear Process Systems,'' Contr. Eng. Pract., 22, 242-251, 2014. </description> </item> <item> <title>Modeling and Control of Shape Distribution of Protein Crystal Aggregates</title> <link>http://pdclab.seas.ucla.edu/Publications/Joseph/Joseph2013_CES.pdf</link> <description> Kwon, S., M. Nayhouse, P. D. Christofides and G. Orkoulas, ``Modeling and Control of Shape Distribution of Protein Crystal Aggregates,'' Chem. Eng. Sci., 104, 484-497, 2013. </description> </item> <item> <title>Model Predictive Control of a Nonlinear Large-Scale Process Network Used in the Production of Vinyl Acetate</title> <link>http://pdclab.seas.ucla.edu/Publications/TTu/Tu201312463.pdf</link> <description> Tu, T. S., M. Ellis and P. D. Christofides, ``Model Predictive Control of a Nonlinear Large-Scale Process Network Used in the Production of Vinyl Acetate,'' Ind. &amp; Eng. Chem. Res., 52, 12463-12481, 2013. </description> </item> <item> <title>Simulation and Control of Porosity in a Three-Dimensional Thin Film Solar Cell</title> <link>http://pdclab.seas.ucla.edu/Publications/JHuang/Huang2013_IECR.pdf</link> <description> Huang, J., G. Hu, G. Orkoulas and P. D. Christofides, ``Simulation and Control of Porosity in a Three-Dimensional Thin Film Solar Cell'' Ind. &amp; Eng. Chem. Res., 52, 11246-11252, 2013. </description> </item> <item> <title>Proactive Fault-Tolerant Model Predictive Control</title> <link>http://pdclab.seas.ucla.edu/Publications/LLao/Lao20132810.pdf</link> <description> Lao, L., M. Ellis and P. D. Christofides, ``Proactive Fault-Tolerant Model Predictive Control,'' AIChE J., 59, 2810-2820, 2013. </description> </item> <item> <title>Modeling and Control of Protein Crystal Shape and Size in Batch Crystallization</title> <link>http://pdclab.seas.ucla.edu/Publications/Joseph/Joseph_AIChE.pdf</link> <description> Kwon, S., M. Nayhouse, P. D. Christofides and G. Orkoulas, ``Modeling and Control of Protein Crystal Shape and Size in Batch Crystallization,'' AIChE J., 59, 2317-2327, 2013. </description> </item> <item> <title>Economic Model Predictive Control of Nonlinear Singularly Perturbed Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/MEllis/Ellis2013743.pdf</link> <description> Ellis, M., M. Heidarinejad and P. D. Christofides, ``Economic Model Predictive Control of Nonlinear Singularly Perturbed Systems,'' J. Proc. Contr., 23, 743-754, 2013. </description> </item> <item> <title>Rapid Field Assessment of RO Desalination of Brackish Agricultural Drainage Water</title> <link>http://pdclab.seas.ucla.edu/Publications/JThompson/Thompson2013_DES.pdf</link> <description> Thompson, J., A. Rahardianto, H. Gu, M. Uchymiak, A. Bartman, M. Hedrick, D. Lara, J. Cooper, J. Faria, P. D. Christofides and Y. Cohen, ``Rapid Field Assessment of RO Desalination of Brackish Agricultural Drainage Water,'' Water Research, 47, 2649-2660, 2013. </description> </item> <item> <title>Porosity Control in Thin Film Solar Cells </title> <link>http://pdclab.seas.ucla.edu/Publications/JHuang/Huang2013_CES.pdf </link> <description> Huang, J., G. Orkoulas and P. D. Christofides, ``Porosity Control in Thin Film Solar Cells,'' Chem. Eng. Sci., 94, 44-53, 2013. </description> </item> <item> <title>Data-Driven Models of Steady-State and Transient Operations of Spiral-Wound RO Plant </title> <link>http://pdclab.seas.ucla.edu/Publications/ABartman/Pascual2013_DES.pdf </link> <description> Pascual, X., H. Gu, A. Bartman, R. Zhu, A. Rahardianto, J. Giralt, R. Rallo, P. D. Christofides and Y. Cohen, ``Data-Driven Models of Steady-State and Transient Operations of Spiral-Wound RO Plant,'' Desalination, 316, 154-161, 2013. </description> </item> <item> <title>Algorithms for Improved Fixed-Time Performance of Lyapunov-Based Economic MPC of Nonlinear Systems </title> <link>http://pdclab.seas.ucla.edu/Publications/MHeidarinejad/Heidarinejad_2013_Algorithms_for_improved_fixed_time_performance_of_EMPC.pdf </link> <description> Heidarinejad, M., J. Liu and P. D. Christofides, ``Algorithms for Improved Fixed-Time Performance of Lyapunov-Based Economic MPC of Nonlinear Systems,'' J. Proc. Contr., 23, 404-414, 2013. </description> </item> <item> <title>Distributed Model Predictive Control of Switched Nonlinear Systems with Scheduled Mode Transitions </title> <link>http://pdclab.seas.ucla.edu/Publications/MHeidarinejad/Heidarinejad_2013_Distributed_model_predictive_control_of_switched_nonlinear_systems_with_scheduled_mode_transitions.pdf </link> <description> Heidarinejad, M., J. Liu and P. D. Christofides, ``Distributed Model Predictive Control of Switched Nonlinear Systems with Scheduled Mode Transitions,'' AIChE J., 59, 860-871, 2013. </description> </item> <item> <title>Distributed Model Predictive Control: A Tutorial Review and Future Research Directions </title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/PDChristofides_RScattolini_DMunozdelaPena_JLiu_CCE_2013_21_DMPC_A_Tutorial_Review_and_Future_Research_Directions.pdf </link> <description> Christofides, P. D., R. Scattolini, D. Mu�oz de la Pe�a and J. Liu, ``Distributed Model Predictive Control: A Tutorial Review and Future Research Directions,'' Comp. &amp; Chem. Eng., 51, 21-41, 2013. </description> </item> <item> <title>Distributed Supervisory Predictive Control of Distributed Wind and Solar Energy Generation Systems </title> <link>http://pdclab.seas.ucla.edu/Publications/WQi/PaperCST.pdf </link> <description> Qi, W., J. Liu, and P. D. Christofides, ``Distributed Supervisory Predictive Control of Distributed Wind and Solar Energy Generation Systems,'' IEEE Trans. Contr. Syst. Techn., 21, 504-512, 2013. </description> </item> <item> <title>Self-Adaptive Feed Flow Reversal Operation of Reverse Osmosis Desalination</title> <link>http://pdclab.seas.ucla.edu/Publications/ABartman/Bartman2013.pdf</link> <description> Gu, H., A. R. Bartman, M. Uchymiak, P. D. Christofides and Y. Cohen,``Self-Adaptive Feed Flow Reversal Operation of Reverse Osmosis Desalination,'' Desalination, 308, 63-72, 2013. </description> </item> <item> <title>Economic model predictive control of switched nonlinear systems</title> <link>http://pdclab.seas.ucla.edu/Publications/MHeidarinejad/heidarinejad_liu_christofides_2013.pdf</link> <description> Heidarinejad, M., J. Liu and P. D. Christofides, ``Economic model predictive control of switched nonlinear systems,'' Syst. &amp; Contr. Lett., 62, 77-84, 2013. </description> </item> <item> <title> Crystal shape modeling and control in protein crystal growth</title> <link>http://pdclab.seas.ucla.edu/Publications/Joseph/Joseph2012_CES.pdf</link> <description> Nayhouse, M., S. Kwon, P. D. Christofides and G. Orkoulas, ``Crystal Shape Modeling and Control in Protein Crystal Growth,'' Chem. Eng. Sci., 87, 216-223, 2013. </description> </item> <item> <title> Surface morphology control of Transparent Conducting Oxide layers for improved light trapping using wafer grating and feedback control</title> <link>http://pdclab.seas.ucla.edu/Publications/JHuang/Huang2012_CES_c.pdf</link> <description> Huang, J., G. Orkoulas and P. D. Christofides, ``Surface morphology control of Transparent Conducting Oxide layers for improved light trapping using wafer grating and feedback control,'' Chem. Eng. Sci., 81, 191-201, 2012. </description> </item> <item> <title> State-Estimation-Based Economic Model Predictive Control of Nonlinear Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/MHeidarinejad/1-s2.0-S0167691112001235-main.pdf</link> <description> Heidarinejad, M., J. Liu and P. D. Christofides, ``State-Estimation-Based Economic Model Predictive Control of Nonlinear Systems'', Syst. &amp; Contr. Lett., 61, 926-935, 2012. </description> </item> <item> <title> Fault detection and isolation and fault tolerant control of a catalytic alkylation of benzene process</title> <link>http://pdclab.seas.ucla.edu/Publications/DChilin/paperFTCf.pdf</link> <description> Chilin, D., J. Liu, X. Chen and P. D. Christofides, ``Fault detection and isolation and fault tolerant control of a catalytic alkylation of benzene process'', Chemical Engineering Science, 78, 155-166, 2012. </description> </item> <item> <title> Composite Fast-Slow MPC Design for Nonlinear Singularly Perturbed Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/XChen/Composite_Fast-Slow_MPC_Design_for_Nonlinear_Singularly_Perturbed_Systems.pdf</link> <description> Chen, X., M. Heidarinejad, J. Liu and P. D. Christofides, ``Composite Fast-Slow MPC Design for Nonlinear Singularly Perturbed Systems'', AIChE J., 58, 1802-1811, 2012. </description> </item> <item> <title> Distributed Economic MPC: Application to a Nonlinear Chemical Process Network</title> <link>http://pdclab.seas.ucla.edu/Publications/XChen/Chen2012.pdf</link> <description> Chen, X., M. Heidarinejad, J. Liu and P. D. Christofides, ``Distributed Economic MPC: Application to a Nonlinear Chemical Process Network'', J. Proc. Contr., 22, 689-699, 2012. </description> </item> <item> <title> Modeling and Control of Transparent Conducting Oxide Layer Surface Morphology for Improved Light Trapping</title> <link>http://pdclab.seas.ucla.edu/Publications/JHuang/Huang2012_CES_b.pdf</link> <description> Huang, J., G. Orkoulas and P. D. Christofides, ``Modeling and Control of Transparent Conducting Oxide Layer Surface Morphology for Improved Light Trapping,'' Chem. Eng. Sci., 74, 135-147, 2012. </description> </item> <item> <title> Economic Model Predictive Control of Nonlinear Process Systems Using Lyapunov Techniques</title> <link>http://pdclab.seas.ucla.edu/Publications/MHeidarinejad/12672_ftp.pdf</link> <description> Heidarinejad, M., J. Liu and P. D. Christofides, ``Economic Model Predictive Control of Nonlinear Process Systems Using Lyapunov Techniques,'' AIChE J., 58, 855-870, 2012. </description> </item> <item> <title> Simulation and Control of Aggregate Surface Morphology in a Two-Stage Thin Film Deposition Process for Improved Light Trapping</title> <link>http://pdclab.seas.ucla.edu/Publications/JHuang/Huang2012_CES.pdf</link> <description> Huang, J., G. Orkoulas and P. D. Christofides, ``Simulation and Control of Aggregate Surface Morphology in a Two-Stage Thin Film Deposition Process for Improved Light Trapping,'' Chem. Eng. Sci., 71, 520-530, 2012. </description> </item> <item> <title> Supervisory Predictive Control for Long-Term Scheduling of an Integrated Wind/Solar Energy Generation and Water Desalination System</title> <link>http://pdclab.seas.ucla.edu/Publications/WQi/IEEE2012.pdf</link> <description> Qi, W., J. Liu, and P. D. Christofides, ``Supervisory Predictive Control for Long-Term Scheduling of an Integrated Wind/Solar Energy Generation and Water Desalination System,'' IEEE Trans. Contr. Syst. Techn., 20, 504-512, 2012. </description> </item> <item> <title> Iterative Distributed Model Predictive Control of Nonlinear Systems: Handling Asynchronous, Delayed Measurements</title> <link>http://pdclab.seas.ucla.edu/Publications/JLiu/05983404.pdf</link> <description> Liu, J., X. Chen, D. Mu�oz de la Pe�a and P. D. Christofides, ``Iterative Distributed Model Predictive Control of Nonlinear Systems: Handling Asynchronous, Delayed Measurements,'' IEEE Trans. Autom. Contr., 57, 528-534, 2012. </description> </item> <item> <title> Monitoring and Retuning of Low-Level PID Control Loops</title> <link>http://pdclab.seas.ucla.edu/Publications/Pek/Pek2011.pdf</link> <description> Leosirikul, A., D. Chilin, J. Liu, J. F. Davis and P. D. Christofides, ``Monitoring and Retuning of Low-Level PID Control Loops,'' Chem. Eng. Sci., 69, 287-295, 2012. </description> </item> <item> <title> Data-Based Monitoring and Reconfiguration of a Distributed Model Predictive Control System</title> <link>http://pdclab.seas.ucla.edu/Publications/DChilin/Chilin2012.pdf</link> <description> Chilin, D., J. Liu, J. F. Davis and P. D. Christofides, ``Data-Based Monitoring and Reconfiguration of a Distributed Model Predictive Control System,'' Int. J. Rob. &amp; Non. Contr., 22, 68-88, 2012. </description> </item> <item> <title> Controlling Aggregate Thin Film Surface Morphology for Improved Light Trapping Using a Patterned Deposition Rate Profile</title> <link>http://pdclab.seas.ucla.edu/Publications/XZhang/Zhang2012_CES.pdf</link> <description> Zhang, X., J. Huang, G. Hu, G. Orkoulas and P. D. Christofides, ``Controlling Aggregate Thin Film Surface Morphology for Improved Light Trapping Using a Patterned Deposition Rate Profile,'' Chem. Eng. Sci., 67, 101-110, 2012. </description> </item> <item> <title> A Distributed Control Framework for Smart Grid Development: Energy/Water System Optimal Operation and Electric Grid Integration</title> <link>http://pdclab.seas.ucla.edu/Publications/WQi/JPCpaper.pdf</link> <description> Qi, W., J. Liu, and P. D. Christofides,`` A Distributed Control Framework for Smart Grid Development: Energy/Water System Optimal Operation and Electric Grid Integration,'' J. Proc. Contr., 21, 1504-1516, 2011. </description> </item> <item> <title> Dynamics and Control of Aggregate Thin Film Surface Morphology for Improved Light Trapping: Implementation on a Large-Lattice Kinetic Monte-Carlo Model</title> <link>http://pdclab.seas.ucla.edu/Publications/JHuang/Huang2011_CES.pdf</link> <description> Huang, J., X. Zhang, G. Orkoulas and P. D. Christofides,``Dynamics and Control of Aggregate Thin Film Surface Morphology for Improved Light Trapping: Implementation on a Large-Lattice Kinetic Monte-Carlo Model,'' Chem. Eng. Sci., 66, 5955-5967, 2011. </description> </item> <item> <title> Multirate Lyapunov-Based Distributed Model Predictive Control of Nonlinear Uncertain Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/MHeidarinejad/Mosen2011_JPC.pdf</link> <description> Heidarinejad, M., J. Liu, D. Mu�oz de la Pe�a, J. F. Davis and P. D. Christofides,``Multirate Lyapunov-Based Distributed Model Predictive Control of Nonlinear Uncertain Systems,'' J. Proc. Contr., 21, 1231-1242, 2011. </description> </item> <item> <title> Model Predictive Control of Nonlinear Singularly Perturbed Systems: Application to a Large-Scale Process Network</title> <link>http://pdclab.seas.ucla.edu/Publications/XChen/Xianzhong2011_JPC.pdf</link> <description> Chen, X., M. Heidarinejad, J. Liu, D. Mu�oz de la Pe�a and P. D. Christofides,``Model Predictive Control of Nonlinear Singularly Perturbed Systems: Application to a Large-Scale Process Network,'' J. Proc.Contr., 21, 1296-1305, 2011. </description> </item> <item> <title>Mineral Scale Monitoring for Reverse Osmosis Desalination via Real-Time Membrane Surface Image Analysis</title> <link>http://pdclab.seas.ucla.edu/Publications/ABartman/Bartman2011_DES.pdf</link> <description> Bartman, A., E. Lyster, R. Rallo, P. D. Christofides and Y. Cohen, ``Mineral Scale Monitoring for Reverse Osmosis Desalination via Real-Time Membrane Surface Image Analysis,'' Desalination, 273, 64-71, 2011. </description> </item> <item> <title>Dynamics and Lattice-Size Dependence of Surface Mean Slope in Thin-Film Deposition</title> <link>http://pdclab.seas.ucla.edu/Publications/JHuang/Huang2011_IECR.pdf</link> <description> Huang, J., G. Hu, G. Orkoulas and P. D. Christofides, ``Dynamics and Lattice-Size Dependence of Surface Mean Slope in Thin-Film Deposition,'' Ind. &amp; Eng. Chem. Res., 50, 1219-1230, 2011. </description> </item> <item> <title>Handling Communication Disruptions in Distributed Model Predictive Control of Nonlinear Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/JLiu/Liu2011_JJPC.pdf</link> <description> Heidarinejad, M., J. Liu, D. Mu�oz de la Pe�a, J. F. Davis and P. D. Christofides, ``Handling Communication Disruptions in Distributed Model Predictive Control of Nonlinear Systems,'' J. Proc. Contr., 21, 173-181, 2011. </description> </item> <item> <title>Supervisory Predictive Control of Stand-Alone Wind-Solar Energy Generation Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/WQi/Qi2011.pdf</link> <description> Qi, W., J. Liu, X. Chen, and P. D. Christofides, ``Supervisory Predictive Control of Stand-Alone Wind-Solar Energy Generation Systems,'' IEEE Trans. Contr. Syst. Techn., 19, 199-207, 2011. </description> </item> <item> <title>Minimizing Energy Consumption in Reverse Osmosis Membrane Desalination Using Optimization-Based Control</title> <link>http://pdclab.seas.ucla.edu/Publications/ABartman/Bartman2010_JPC.pdf</link> <description> Bartman, A., A. Zhu, P. D. Christofides and Y. Cohen, ``Minimizing Energy Consumption in Reverse Osmosis Membrane Desalination Using Optimization-Based Control,'' J. Proc. Contr., 20, 1261-1269, 2010. </description> </item> <item> <title>Multivariable Model Predictive Control of Thin Film Surface Roughness and Slope for Light Trapping Optimization</title> <link>http://pdclab.seas.ucla.edu/Publications/XZhang/Zhang2010b_IECR.pdf</link> <description> Zhang, X., G. Hu, G. Orkoulas, P. D. Christofides, ``Multivariable Model Predictive Control of Thin Film Surface Roughness and Slope for Light Trapping Optimization,'' Ind. &amp; Eng. Chem. Res., 49, 10510-10516, 2010. </description> </item> <item> <title>Dependence of Film Surface Roughness and Slope on Surface Migration and Lattice Size in Thin Film Deposition Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/JHuang/Huang2010_CES.pdf</link> <description> J. Huang, G. Hu, G. Orkoulas, P. D. Christofides, ``Dependence of Film Surface Roughness and Slope on Surface Migration and Lattice Size in Thin Film Deposition Processes,'' Chem. Eng. Sci., 65, 6101-6111, 2010. </description> </item> <item> <title>Detection, Isolation and Handling of Actuator Faults in Distributed Model Predictive Control Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/DChilin/Chilin2010_JPC.pdf</link> <description> Chilin, D., J. Liu, D. Mu�oz de la Pe�a, P. D. Christofides and J. F. Davis, ``Detection, Isolation and Handling of Actuator Faults in Distributed Model Predictive Control Systems,'' J. Proc. Contr., 20, 1059-1075, 2010. </description> </item> <item> <title>Effect of Stream Mixing on RO Energy Cost Minimization</title> <link>http://pdclab.seas.ucla.edu/Publications/AZhu/AZhu_PDChristofides_YCohen_Desalination_2010_261_Effect_of_Stream_Mixing_on_RO_Energy_Cost.pdf</link> <description> Zhu, A., P. D. Christofides and Y. Cohen, ``Effect of Stream Mixing on RO Energy Cost Minimization,'' Desalination, 261, 232-239, 2010. </description> </item> <item> <title>Controller and Estimator Design for Regulation of Film Surface Roughness, Porosity and Thickness in a Multiscale Thin Film Growth Process</title> <link>http://pdclab.seas.ucla.edu/Publications/XZhang/XZhang_GHu_GOrkoulas_PDChristofides_IECR_2010_49.pdf</link> <description> Zhang, X., G. Hu, G. Orkoulas and P. D. Christofides, ''Controller and Estimator Design for Regulation of Film Surface Roughness, Porosity and Thickness in a Multiscale Thin Film Growth Process,'' Ind. &amp; Eng. Chem. Res., 49, 7795-7806, 2010. </description> </item> <item> <title>Bacterial Aerosol Neutralization by Aerodynamic Shocks Using an Impactor System: Experiments Results for B. atropheus Spores</title> <link>http://pdclab.seas.ucla.edu/Publications/PSislian/PSislian_JRau_XZhang_DPham_MLi_LMadler_PDChristofides_CES_2010_65_Bacterial_Aerosol_Neutralization_Aerodynamic_Shocks_Impactor_System_Experiments_Results_Batropheus_Spores.pdf</link> <description> Sislian, P., J. Rau, X. Zhang, D. Pham, M. Li, L. M�dler, and P. D. Christofides, ''Bacterial Aerosol Neutralization by Aerodynamic Shocks Using an Impactor System: Experiments Results for B. atropheus Spores,'' Chem. Eng. Sci., 65, 4803-4815, 2010. </description> </item> <item> <title>Predictive Control of Surface Mean Slope and Roughness in a Thin Film Deposition Process</title> <link>http://pdclab.seas.ucla.edu/Publications/XZhang/XZhang_GHu_GOrkoulas_PDChristofides_CES_2010_65_Predictive_Control_Surface_Mean_Slope_Roughness_Thin_Film_Deposition_Process.pdf</link> <description> Zhang, X., G. Hu, G. Orkoulas and P. D. Christofides, ''Predictive Control of Surface Mean Slope and Roughness in a Thin Film Deposition Process,'' Chem. Eng. Sci., 65, 4720-4731, 2010. </description> </item> <item> <title>Sequential and Iterative Architectures for Distributed Model Predictive Control of Nonlinear Process Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/JLiu/JLiu_XChen_DMunozdelaPena_PDChristofides_AIChEJ_2010_56_Sequential_Iterative_Architectures_Distributed_Model_Predictive_Control_Nonlinear_Process_Systems.pdf</link> <description> Liu, J., X. Chen, D. Mu�oz de la Pe�a and P. D. Christofides, ''Sequential and Iterative Architectures for Distributed Model Predictive Control of Nonlinear Process Systems,'' AIChE J., 56, 2137-2149, 2010. </description> </item> <item> <title>Monitoring and Handling of Actuator Faults in Two-Tier Control Systems for Nonlinear Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/JLiu/JLiu_BOhran_DMunozdelaPena_PDChristofides_JFDavis_CES_2010_65_Monitoring_Handling_Actuator_Faults_Two-Tier_Control_Systems_Nonlinear_Processes.pdf</link> <description> Liu, J., B. Ohran, D. Mu�oz de la Pe�a, P. D. Christofides and J. F. Davis, ''Monitoring and Handling of Actuator Faults in Two-Tier Control Systems for Nonlinear Processes,'' Chem. Eng. Sci., 65, 3179-3190, 2010. </description> </item> <item> <title>Reverse Osmosis Desalination with High Permeability Membranes - Cost Optimization and Research Needs</title> <link>http://pdclab.seas.ucla.edu/Publications/AZhu/AZhu_ARahardianto_PDChristofides_YCohen_DWT_2010_15_Reverse_Osmosis_Desalination_High_Permeability_Membranes_Cost_Optimization_Research_Needs.pdf</link> <description> Zhu, A., A. Rahardianto, P. D. Christofides and Y. Cohen, ''Reverse Osmosis Desalination with High Permeability Membranes - Cost Optimization and Research Needs,'' Desalin. Water Treat., 15, 256-266, 2010. </description> </item> <item> <title>Bacterial Aerosol Neutralization by Aerodynamic Shocks Using an Impactor System: Experiments Results for E. Coli and Analysis</title> <link>http://pdclab.seas.ucla.edu/Publications/PSislian/PSislian_DPham_Xzhang_MLi_DPham_LMadler_PDChristofides_CES_2010_65_Bacterial_Aerosol_Neutralization_Aerodynamic_Shocks_Impactor_System_Experiments Results_EColi_Analysis.pdf</link> <description> Sislian, P., D. Pham, X. Zhang, M. Li, L. M�dler, and P. D. Christofides, ''Bacterial Aerosol Neutralization by Aerodynamic Shocks Using an Impactor System: Experiments Results for E. Coli and Analysis,'' Chem. Eng. Sci., 65, 1490-1502, 2010. </description> </item> <item> <title>A Two-Tier Control Architecture for Nonlinear Process Systems with Continuous/Asynchronous Feedback</title> <link>http://pdclab.seas.ucla.edu/Publications/JLiu/JLiu_DMunozdelaPena_BOhran_PDChristofides_JFDavis_IJC_2010_83_A_Two_Tier_Control_Architecture_for_Nonlinear_Process_Systems_with_Continuous_Asynchronous_Feedback.pdf</link> <description> Liu, J., D. Mu�oz de la Pe�a, B. Ohran, P. D. Christofides, and J. F. Davis, ''A Two-Tier Control Architecture for Nonlinear Process Systems with Continuous/Asynchronous Feedback,'' Int. J. Contr., 83, 257-272, 2010. </description> </item> <item> <title>Distributed Model Predictive Control of Nonlinear Systems Subject to Asynchronous and Delayed Measurements</title> <link>http://pdclab.seas.ucla.edu/Publications/JLiu/Liu2010_Automatica.pdf</link> <description> Liu, J., D. Mu�oz de la Pe�a, and P. D. Christofides, ''Distributed Model Predictive Control of Nonlinear Systems Subject to Asynchronous and Delayed Measurements,'' Automatica, 46, 52-61, 2010. </description> </item> <item> <title>Modeling and Control of High-Velocity Oxygen-Fuel (HVOF) Thermal Spray Process: A Tutorial Review</title> <link>http://pdclab.seas.ucla.edu/Publications/MLi/MLi_PDChristofides_JTST_2009_18_Modeling_Control_HVOF_Thermal_Spray_Process_Tutorial_Review.pdf</link> <description> Li, M. and P. D. Christofides, ''Modeling and Control of High-Velocity Oxygen-Fuel (HVOF) Thermal Spray Process: A Tutorial Review,'' J. Therm. Spray Technol., 18, 753-768, 2009. </description> </item> <item> <title>Energy Cost Optimization of Reverse Osmosis Membrane Water Desalination Subject to Feed Salinity Fluctuation</title> <link>http://pdclab.seas.ucla.edu/Publications/AZhu/AZhu_PDChristofides_YCohen_IECR_2009_48_Energy_Cost_Optimization_Reverse_Osmosis_Membrane_Water_Desalination_Feed_Salinity_Fluctuation.pdf</link> <description> Zhu, A., P. D. Christofides and Y. Cohen, ''Energy Cost Optimization of Reverse Osmosis Membrane Water Desalination Subject to Feed Salinity Fluctuation,'' Ind. &amp; Eng. Chem. Res., 48, 9581-9589, 2009. </description> </item> <item> <title>Investigation of Film Surface Roughness and Porosity Dependence on Lattice Size in a Porous Thin Film Deposition Process</title> <link>http://pdclab.seas.ucla.edu/Publications/GHu/GHu_JHuang_GOrkoulas_PDChristofides_PRE_2009_80_Film_Surface_Roughness_Porosity_Dependence_Lattice_Size_Porous_Film_Deposition.pdf</link> <description> Hu, G., J. Huang, G. Orkoulas and P. D. Christofides, ''Investigation of Film Surface Roughness and Porosity Dependence on Lattice Size in a Porous Thin Film Deposition Process,'' Phys. Rev. E, 80, 041122, 12 pages, 2009. </description> </item> <item> <title>On RO Membrane and Energy Costs and Associated Incentives for Future Enhancements of Membrane Permeability</title> <link>http://pdclab.seas.ucla.edu/Publications/AZhu/AZhu_PDChristofides_YCohen_JMS_2009_344_RO_Membrane_Energy_Costs_Associated_Incentives_Future_Enhancements_Membrane_Permeability.pdf</link> <description> Zhu, A., P. D. Christofides and Y. Cohen, ''On RO Membrane and Energy Costs and Associated Incentives for Future Enhancements of Membrane Permeability,'' J. Membrane Sci., 344, 1-5, 2009. </description> </item> <item> <title>Lyapunov-Based Model Predictive Control of Nonlinear Systems Subject to Time-Varying Measurement Delays</title> <link>http://pdclab.seas.ucla.edu/Publications/JLiu/JLiu_DMunozdelaPena_PDChristofides_JFDavis_IJACSP_2009_23_Lyapunov-Based_Model_Predictive_Control_Nonlinear_Systems_Time-Varying_Measurement_Delays.pdf</link> <description> Liu, J., D. Mu�oz de la Pe�a, P. D. Christofides and J. F. Davis, ''Lyapunov-Based Model Predictive Control of Nonlinear Systems Subject to Time-Varying Measurement Delays,'' Int. J. Adapt. Contr. &amp; Sign. Process., 23, 788-807, 2009. </description> </item> <item> <title>Brackish Water RO Operation in Feed Flow Reversal Mode Using an Ex-Situ Scale Observation Detector</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/MUchymiak_ABartman_NDaltrophe_MWeissman_JGilron_PDChristofides_WKaiser_YCohen_JMC_2009_341_Brackish_Water_RO_Operation_Feed_Flow_Reversal_Mode_Ex-Situ_Scale_Observation_Detector.pdf</link> <description> Uchymiak, M., A. Bartman, N. Daltrophe, M. Weissman, J. Gilron, P. D. Christofides, W. Kaiser and Y. Cohen, ''Brackish Water RO Operation in Feed Flow Reversal Mode Using an Ex-Situ Scale Observation Detector,'' J. Membrane Sci., 341, 60-66, 2009. </description> </item> <item> <title>Regulation of Film Thickness, Surface Roughness and Porosity in Thin Film Growth Using Deposition Rate</title> <link>http://pdclab.seas.ucla.edu/Publications/GHu/GHu_GOrkoulas_PDChristofides_CES_2009_64_Regulation_Film_Thickness_Surface_Roughness_Porosity_Thin_Film_Growth_Using_Deposition_Rate.pdf</link> <description> Hu, G., G. Orkoulas and P. D. Christofides, ''Regulation of Film Thickness, Surface Roughness and Porosity in Thin Film Growth Using Deposition Rate,'' Chem. Eng. Sci., 64, 3903-3913, 2009. </description> </item> <item> <title>Stochastic Modeling and Simultaneous Regulation of Surface Roughness and Porosity in Thin Film Deposition</title> <link>http://pdclab.seas.ucla.edu/Publications/GHu/GHu_GOrkoulas_PDChristofides_IECR_2009_48_Stochastic_Modeling_Simultaneous_Regulation_Surface_Roughness_Porosity_Thin_Film_Deposition.pdf</link> <description> Hu, G., G. Orkoulas and P. D. Christofides, ''Stochastic Modeling and Simultaneous Regulation of Surface Roughness and Porosity in Thin Film Deposition,'' Ind. &amp; Eng. Chem. Res., 48, 6690-6700, 2009. </description> </item> <item> <title>Nonlinear Model-Based Control of an Experimental Reverse-Osmosis Water Desalination System</title> <link>http://pdclab.seas.ucla.edu/Publications/ABartman/ABartman_PDChristofides_YCohen_IECR_2009_48_Nonlinear_Model-Based_Control_Experimental_Reverse-Osmosis_Water_Desalination_System.pdf</link> <description> Bartman, A., P. D. Christofides and Y. Cohen, ''Nonlinear Model-Based Control of an Experimental Reverse-Osmosis Water Desalination System,'' Ind. &amp; Eng. Chem. Res., 48, 6126-6136, 2009. </description> </item> <item> <title>Effect of Thermodynamic Restriction on Energy Cost Optimization of RO Membrane Water Desalination</title> <link>http://pdclab.seas.ucla.edu/Publications/AZhu/AZhu_PDChristofides_YCohen_IECR_2009_48_Effect_Thermodynamic_Restriction_Energy_Cost_Optimization_RO_Membrane_Water_Desalination.pdf</link> <description> Zhu, A., P. D. Christofides and Y. Cohen, ''Effect of Thermodynamic Restriction on Energy Cost Optimization of RO Membrane Water Desalination,'' Ind. &amp; Eng. Chem. Res., 48, 6010-6021, 2009. </description> </item> <item> <title>Modeling and Control of Film Porosity in Thin Film Deposition</title> <link>http://pdclab.seas.ucla.edu/Publications/GHu/GHu_GOrkoulas_PDChristofides_CES_2009_64_Modeling_Control_Film_Porosity_Thin_Film_Deposition.pdf</link> <description> Hu, G., G. Orkoulas and P. D. Christofides, ''Modeling and Control of Film Porosity in Thin Film Deposition,'' Chem. Eng. Sci., 64, 3668-3682, 2009. </description> </item> <item> <title>Minimization of Energy Consumption for a Two-Pass Membrane Desalination: Effect of Energy Recovery, Membrane Rejection and Retentate Recycling</title> <link>http://pdclab.seas.ucla.edu/Publications/AZhu/AZhu_PDChristofides_YCohen_JMS_2009_339_Minimization_Energy_Consumption_Two-Pass_Membrane_Desalination.pdf</link> <description> Zhu, A., P. D. Christofides and Y. Cohen, ''Minimization of Energy Consumption for a Two-Pass Membrane Desalination: Effect of Energy Recovery, Membrane Rejection and Retentate Recycling,'' J. Membrane Sci., 339, 126-137, 2009. </description> </item> <item> <title>Distributed Model Predictive Control of Nonlinear Process Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/JLiu/JLiu_DMunozdelaPena_PDChristofides_AIChEJ_2009_55_Distributed_Model_Predictive_Control_Nonlinear_Process_Systems.pdf</link> <description> Liu, J., D. Mu�oz de la Pe�a and P. D. Christofides, ''Distributed Model Predictive Control of Nonlinear Process Systems,'' AIChE J., 55, 1171-1184, 2009. </description> </item> <item> <title>Data-Based Fault Detection and Isolation Using Feedback Control: Output Feedback and Optimality</title> <link>http://pdclab.seas.ucla.edu/Publications/BOhran/BOhran_JLiu_DMunozdelaPena_PDChristofides_JFDavis_CES_2009_64_Data-Based_Fault_Detection_Isolation_Feedback_Control_Output_Feedback_Optimality.pdf</link> <description> Ohran, B., J. Liu, D. Mu�oz de la Pe�a, P. D. Christofides and J. F. Davis, ''Data-Based Fault Detection and Isolation Using Feedback Control: Output Feedback and Optimality,'' Chem. Eng. Sci., 64, 2370-2383, 2009. </description> </item> <item> <title>Bacterial Aerosol Neutralization by Aerodynamic Shocks Using a Novel Impactor System: Design and Computation</title> <link>http://pdclab.seas.ucla.edu/Publications/PSislian/PSislian_XZhang_MLi_DPham_LMadler_PDChristofides_CES_2009_64_Bacterial_Aerosol_Neutralization_Aerodynamic_Shocks_Impactor_System.pdf</link> <description> Sislian, P., X. Zhang, M. Li, D. Pham, L. M�dler and P. D. Christofides, ''Bacterial Aerosol Neutralization by Aerodynamic Shocks Using a Novel Impactor System: Design and Computation,'' Chem. Eng. Sci., 64, 1953-1967, 2009. </description> </item> <item> <title>Model Predictive Control of Feed Flow Reversal in a Reverse Osmosis Desalination Process</title> <link>http://pdclab.seas.ucla.edu/Publications/ABartman/ABartman_CMcFall_PDChristofides_YCohen_JPC_2009_19_Model_Predictive_Control_Feed_Flow_Reversal_Reverse_Osmosis_Desalination_Process.pdf</link> <description> Bartman, A., C. McFall, P. D. Christofides and Y. Cohen, ''Model Predictive Control of Feed Flow Reversal in a Reverse Osmosis Desalination Process,'' J. Proc. Contr., 19, 433-442, 2009. </description> </item> <item> <title>Fault Detection and Isolation for Nonlinear Process Systems Using Asynchronous Measurements</title> <link>http://pdclab.seas.ucla.edu/Publications/CMcFall/CMcFall_DMunozdelaPena_BOhran_PDChristofides_JFDavis_IECR_2008_47_Fault_Detection_Isolation_Nonlinear_Process_Systems_Asynchronous_Measurements.pdf</link> <description> McFall, C., D. Mu�oz de la Pe�a, B. Ohran, P. D. Christofides and J. F. Davis, ''Fault Detection and Isolation for Nonlinear Process Systems Using Asynchronous Measurements,'' Ind. &amp; Eng. Chem. Res., 47, 10009-10019, 2008. </description> </item> <item> <title>Lyapunov-based Predictive Control of Particulate Processes Subject to Asynchronous Measurements</title> <link>http://pdclab.seas.ucla.edu/Publications/JLiu/JLiu_DMunozdelaPena_PDChristofides_JFDavis_PPSC_2008_25_Lyapunov-based_Predictive_Control_Particulate_Processes_Asynchronous_Measurement_Sampling.pdf</link> <description> Liu, J., D. Mu�oz de la Pe�a, P. D. Christofides and J. F. Davis, ''Lyapunov-based Predictive Control of Particulate Processes Subject to Asynchronous Measurements,'' Part. &amp; Part. Syst. Char., 25, 360-375, 2008. </description> </item> <item> <title>A Two-Tier Architecture for Networked Process Control</title> <link>http://pdclab.seas.ucla.edu/Publications/JLiu/JLiu_DMunozdelaPena_BOhran_PDChristofides_JFDavis_CES_2008_63_Two-Tier_Architecture_Networked_Process_Control.pdf</link> <description> Liu, J., D. Mu�oz de la Pe�a, B. Ohran, P. D. Christofides and J. F. Davis, ''A Two-Tier Architecture for Networked Process Control,'' Chem. Eng. Sci., 63, 5394-5409, 2008. </description> </item> <item> <title>Optimal Mechano-electric Stabilization of Cardiac Alternans</title> <link>http://pdclab.seas.ucla.edu/Publications/SDubljevic/SDubljevic_PDChristofides_CES_2008_63_Optimal_Mechano-electric_Stabilization_Cardiac_Alternans.pdf</link> <description> Dubljevic, S. and P. D. Christofides, ''Optimal Mechano-electric Stabilization of Cardiac Alternans,'' Chem. Eng. Sci., 63, 5425-5433, 2008. </description> </item> <item> <title>Lyapunov-Based Model Predictive Control of Nonlinear Systems Subject to Data Losses</title> <link>http://pdclab.seas.ucla.edu/Publications/DMunozdelaPena/DMunozdelaPena_PDChristofides_ITAC_2008_53_Lyapunov-Based_Model_Predictive_Control_Nonlinear_Systems_Data_Losses.pdf</link> <description> Mu�oz de la Pe�a, D. and P. D. Christofides, ''Lyapunov-Based Model Predictive Control of Nonlinear Systems Subject to Data Losses,'' IEEE Trans. Autom. Contr., 53, 2076-2089, 2008. </description> </item> <item> <title>Dynamic Output Feedback Covariance Control of Stochastic Dissipative Partial Differential Equations</title> <link>http://pdclab.seas.ucla.edu/Publications/GHu/GHu_YLou_PDChristofides_CES_2008_63_Dynamic_Output_Feedback_Covariance_Control_Stochastic_Dissipative_Partial_Differential_Equations.pdf</link> <description> Hu, G., Y. Lou and P. D. Christofides, ''Dynamic Output Feedback Covariance Control of Stochastic Dissipative Partial Differential Equations,'' Chem. Eng. Sci., 63, 4531-4542, 2008. </description> </item> <item> <title>Control and Monitoring of a High-Recovery Reverse-Osmosis Desalination Process</title> <link>http://pdclab.seas.ucla.edu/Publications/CMcFall/CMcFall_ABartman_PDChristofides_YCohen_IECR_2008_47_Control_Monitoring_High-Recovery_Reverse-Osmosis_Desalination_Process.pdf</link> <description> McFall, C., A. Bartman, P. D. Christofides and Y. Cohen, ''Control and Monitoring of a High-Recovery Reverse-Osmosis Desalination Process,'' Ind. &amp; Eng. Chem. Res., 47, 6698-6710, 2008. </description> </item> <item> <title>Model Predictive Control of Nonlinear Stochastic Partial Differential Equations with Application to a Sputtering Process</title> <link>http://pdclab.seas.ucla.edu/Publications/YLou/YLou_GHu_PDChristofides_AICHEJ_2008_54_MPC_Nonlinear_Stochastic_PDEs_Application_Sputtering_Process.pdf</link> <description> Lou, Y., G. Hu and P. D. Christofides, ''Model Predictive Control of Nonlinear Stochastic Partial Differential Equations with Application to a Sputtering Process,'' AIChE J., 54, 2065-2081, 2008. </description> </item> <item> <title>Optimal Control of Diffusion-Convection-Reaction Processes Using Reduced-Order Models</title> <link>http://pdclab.seas.ucla.edu/Publications/MLi/MLi_PDChristofides_CCE_2008_32_Optimal_Control_Diffusion-Convection-Reaction_Processes_Reduced-Order_Models.pdf</link> <description> Li, M. H. and P. D. Christofides, ''Optimal Control of Diffusion-Convection-Reaction Processes Using Reduced-Order Models,'' Comp. &amp; Chem. Eng., 32, 2123-2135, 2008. </description> </item> <item> <title>Studies on Feedback Control of Cardiac Alternans</title> <link>http://pdclab.seas.ucla.edu/Publications/SDubljevic/SDubljevic_SFLin_PDChristofides_CCE_2008_32_Studies_Feedback_Control_Cardiac_Alternans.pdf</link> <description> Dubljevic, S., S.-F. Lin and P. D. Christofides, ''Studies on Feedback Control of Cardiac Alternans,'' Comp. &amp; Chem. Eng., 32, 2086-2098, 2008. </description> </item> <item> <title>Actuator and Controller Scheduling in Nonlinear Transport-Reaction Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/NHEl-Farra/NHEl-Farra_MADemetriou_PDChristofides_CES_2003_39_Actuator_Controller_Scheduling_Nonlinear_Transport-Reaction_Processes.pdf</link> <description> El-Farra, N. H., M. A. Demetriou and P. D. Christofides, ''Actuator and Controller Scheduling in Nonlinear Transport-Reaction Processes,'' Chem. Eng. Sci., 63, 3537-3550, 2008. </description> </item> <item> <title>Plant-wide Fault Isolation Using Nonlinear Feedback Control</title> <link>http://pdclab.seas.ucla.edu/Publications/BOhran/BOhran_JRau_PDChristofides_JFDavis_IECR_2008_47_Plant-wide_Fault_Isolation_Nonlinear_Feedback_Control.pdf</link> <description> Ohran, B., J. Rau, P. D. Christofides and J. F. Davis, ''Plant-wide Fault Isolation Using Nonlinear Feedback Control,'' Ind. &amp; Eng. Chem. Res., 47, 4220-4229, 2008. </description> </item> <item> <title>Output Feedback Control of Nonlinear Systems Subject to Sensor Data Losses</title> <link>http://pdclab.seas.ucla.edu/Publications/DMunozdelaPena/DMunozdelaPena_PDChristofides_SCL_2008_57_Output_Feedback_Control_Nonlinear_Systems_Sensor_Data_Losses.pdf</link> <description> Mu�oz de la Pe�a, D. and P. D. Christofides, ''Output Feedback Control of Nonlinear Systems Subject to Sensor Data Losses,'' Syst. &amp; Contr. Lett., 57, 631-642, 2008. </description> </item> <item> <title>Stability of Nonlinear Asynchronous Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/DMunozdelaPena/DMunozdelaPena_PDChristofides_SCL_2008_57_Stability_Nonlinear_Asynchronous_Systems.pdf</link> <description> Mu�oz de la Pe�a, D. and P. D. Christofides, ''Stability of Nonlinear Asynchronous Systems,'' Syst. &amp; Contr. Lett., 57, 465-473, 2008. </description> </item> <item> <title>Model Parameter Estimation and Feedback Control of Surface Roughness in a Sputtering Process</title> <link>http://pdclab.seas.ucla.edu/Publications/GHu/GHu_YLou_PDChristofides_CES_2008_63_Model_Parameter_Estimation_Feedback_Control_Roughness_Sputter_Process.pdf</link> <description> Hu, G., Y. Lou and P. D. Christofides, ''Model Parameter Estimation and Feedback Control of Surface Roughness in a Sputtering Process,'' Chem. Eng. Sci., 63, 1800-1816, 2008. </description> </item> <item> <title>Robust Predictive Control of Switched Systems: Satisfying Uncertain Schedules Subject to State and Control Constraints</title> <link>http://pdclab.seas.ucla.edu/Publications/PMhaskar/PMhaskar_NHEl-Farra_PDChristofides_IJACSP_2008_22_Robust_Predictive_Control_Switched_Systems_Uncertain_Schedules.pdf</link> <description> Mhaskar, P., N. H. El-Farra and P. D. Christofides, ''Robust Predictive Control of Switched Systems: Satisfying Uncertain Schedules Subject to State and Control Constraints,'' Int. J. Adapt. Contr. &amp; Sign. Process, 22, 161-179, 2008. </description> </item> <item> <title>Handling Sensor Malfunctions in Control of Particulate Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/AGani/AGani_PMhaskar_PDChristofides_CES_2008_63_Handling_Sensor_Malfunctions_Control_Particulate_Processes.pdf</link> <description> Gani, A., P. Mhaskar and P. D. Christofides, ''Handling Sensor Malfunctions in Control of Particulate Processes,'' Chem. Eng. Sci., 63, 1217-1229, 2008. </description> </item> <item> <title>Model-Based Control of Particulate Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/PDChristofides_NHEl-Farra_MLi_PMhaskar_CES_2008_63_Model-Based_Control_Particulate_Processes.pdf</link> <description> Christofides, P. D., N. H. El-Farra, M. H. Li and P. Mhaskar, ''Model-Based Control of Particulate Processes,'' Chem. Eng. Sci., 63, 1156-1172, 2008. </description> </item> <item> <title>Isolation and Handling of Actuator Faults in Nonlinear Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/PMhaskar/PMhaskar_CMcFall_AGani_PDChristofides_JFDavis_Automatica_2008_44_Isolation_Handling_Actuator_Faults_Nonlinear_System.pdf</link> <description> Mhaskar, P., C. McFall, A. Gani, P. D. Christofides and J. F. Davis, ''Isolation and Handling of Actuator Faults in Nonlinear Systems,'' Automatica, 77, 83-62, 2008. </description> </item> <item> <title>Enhancing Data-Based Fault Isolation Through Nonlinear Control</title> <link>http://pdclab.seas.ucla.edu/Publications/BOhran/BOhran_DMunozdelaPena_PDChristofides_JFDavis_AICHEJ_2008_54_Enhancing_Data_Based_Fault_Isolation_Nonlinear_Control.pdf</link> <description> Ohran, B., D. Mu�oz de la Pe�a, P. D. Christofides and J. F. Davis, ''Enhancing Data-Based Fault Isolation Through Nonlinear Control,'' AIChE J., 53, 2734-2741, 2008. </description> </item> <item> <title>Estimation-Based Networked Predictive Control of Nonlinear Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/DMunozdelaPena/DMunozdelaPena_PDChristofides_DCDISA_2007_14_Estimation-Based_Networked_Predictive_Control_Nonlinear_Systems.pdf</link> <description> Mu�oz de la Pe�a, D. and P. D. Christofides, ''Estimation-Based Networked Predictive Control of Nonlinear Systems,'' Dynam. Cont., Discr. &amp; Impuls. Syst. (Series A), 14(S2), 52-58, 2007. </description> </item> <item> <title>Handling Input and State Constraints in Networked Predictive Control</title> <link>http://pdclab.seas.ucla.edu/Publications/DMunozdelaPena/DMunozdelaPena_PDChristofides_DCDISA_2007_14_Handling_Input_State_Constraints_Network_Predictive_Control.pdf</link> <description> Mu�oz de la Pe�a, D. and P. D. Christofides, ''Handling Input and State Constraints in Networked Predictive Control,'' Dynam. Cont., Discr. &amp; Impuls. Syst. (Series A), 14(S2), 39-45, 2007. </description> </item> <item> <title>Smart Plant Operations: Vision, Progress and Challenges</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/PDChristofides_JFDavis_NHElFarra_DClark_KRDHarris_JNGipson_AICHEJ_2007_53_Smart_Plant_Operations.pdf</link> <description> Christofides, P. D., J. F. Davis, N. H. El-Farra, D. Clark, K. R. D. Harris and J. N. Gipson, ''Smart Plant Operations: Vision, Progress and Challenges,'' AIChE J., 53, 2734-2741, 2007. </description> </item> <item> <title>Control of Particulate Processes: Recent Results and Future Challenges</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/PDChristofides_MLi_LMadler_PT_2007_175_Control_Particulate_Processes_Recent_Future.pdf</link> <description> Christofides, P. D., M. H. Li and L. Madler, ''Control of Particulate Processes: Recent Results and Future Challenges,'' Powder Tech., 175, 1-7, 2007. </description> </item> <item> <title>An Input/Output Approach to the Optimal Transition Control of a Class of Distributed Chemical Reactors</title> <link>http://pdclab.seas.ucla.edu/Publications/MLi/MLi_PDChristofides_CES_2007_62_Input_Output_Approach_Optimal_Transition_Control_Distributed_Chemical_Reactors.pdf</link> <description> Li, M. H. and P. D. Christofides, ``An Input/Output Approach to the Optimal Transition Control of a Class of Distributed Chemical Reactors,'' Chem. Eng. Sci., 62, 2979-2988, 2007. </description> </item> <item> <title>Fault-Tolerant Control of a Polyethylene Reactor</title> <link>http://pdclab.seas.ucla.edu/Publications/AGani/AGani_PMhaskar_PDChristofides_JPC_2007_17_FTC_PE.pdf</link> <description> Gani, A., P. Mhaskar and P. D. Christofides, ''Fault-Tolerant Control of a Polyethylene Reactor,'' J. Proc. Contr., 17(5), 439-451, 2007. </description> </item> <item> <title>Fault-Tolerant Control of Nonlinear Process Systems Subject to Sensor Faults</title> <link>http://pdclab.seas.ucla.edu/Publications/PMhaskar/PMhaskar_AGani_CMcFall_PDChristofides_JFDavis_AIChEJ_2007_53_Fault-Tolerant_Control_Sensor_Faults.pdf</link> <description> Mhaskar, P., A. Gani, C. McFall, P. D. Christofides and J. F. Davis, ''Fault-Tolerant Control of Nonlinear Process Systems Subject to Sensor Faults,'' AIChE J., 53(3), 654-668, 2007. </description> </item> <item> <title>Collection Efficiency of Nanosize Particles in a Two-Stage Electrostatic Precipitator</title> <link>http://pdclab.seas.ucla.edu/Publications/MLi/MLi_PDChristofides_IECR_2006_45_Collection_Efficiency_Nanosize_Particles.pdf</link> <description> Li, M. H. and P. D. Christofides, ''Collection Efficiency of Nanosize Particles in a Two-Stage Electrostatic Precipitator,'' Ind. &amp; Eng. Chem. Res., 45, 8484-8491, 2006. </description> </item> <item> <title>Predictive Output Feedback Control of Parabolic PDEs</title> <link>http://pdclab.seas.ucla.edu/Publications/SDubljevic/SDubljevic_PDChristofides_IECR_2006_45_Predictive_Output_Feedback_Control.pdf</link> <description> Dubljevic, S. and P. D. Christofides, ''Predictive Output Feedback Control of Parabolic PDEs,'' Ind. &amp; Eng. Chem. Res., 45, 8421-8429, 2006. </description> </item> <item> <title>Nonlinear Feedback Control of Surface Roughness Using a Stochastic PDE: Design and Application to a Sputtering Process</title> <link>http://pdclab.seas.ucla.edu/Publications/YLou/YLou_PDChristofides_IECR_2006_45_Nonlinear_Feedback_Control_Surface_Roughness.pdf</link> <description> Lou, Y. and P. D. Christofides, ''Nonlinear Feedback Control of Surface Roughness Using a Stochastic PDE: Design and Application to a Sputtering Process,'' Ind. &amp; Eng. Chem. Res., 45, 7177-7189, 2006. </description> </item> <item> <title>Predictive Control of Parabolic PDEs with State and Control Constraints</title> <link>http://pdclab.seas.ucla.edu/Publications/SDubljevic/SDubljevic_NHEl-Farra_PMhaskar_PDChristofides_IJRNC_2006_16_Predictive_Control_Parabolic_PDEs.pdf</link> <description> Dubljevic, S., N. H. El-Farra, P. Mhaskar and P. D. Christofides, ''Predictive Control of Parabolic PDEs with State and Control Constraints,'' Inter. J. Rob. &amp; Non. Contr., 16, 749-772, 2006. </description> </item> <item> <title>Control and Optimization of Multiscale Process Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/PDChristofides_AArmaou_CCE_2006_30_Control_Optimization_Multiscale.pdf</link> <description> Christofides, P. D. and A. Armaou, ''Control and Optimization of Multiscale Process Systems,'' Comp. &amp; Chem. Eng., 30, 1670-1686, 2006. </description> </item> <item> <title>Computational Study of Particle In-Flight Behavior in the HVOF Thermal Spray Process</title> <link>http://pdclab.seas.ucla.edu/Publications/MLi/MLi_PDChristofides_CES_2006_61_Computational_Study_Particle_In-Flight_Behavior.pdf</link> <description> Li, M. H. and P. D. Christofides, ''Computational Study of Particle In-Flight Behavior in the HVOF Thermal Spray Process,'' Chem. Eng. Sci., 61, 6540-6552, 2006. </description> </item> <item> <title>Predictive Control of Parabolic PDEs with Boundary Control Actuation</title> <link>http://pdclab.seas.ucla.edu/Publications/SDubljevic/SDubljevic_PDChristofides_CES_2006_61_Predictive_Control_Parabolic_PDEs.pdf</link> <description> Dubljevic, S. and P. D. Christofides, ''Predictive Control of Parabolic PDEs with Boundary Control Actuation,'' Chem. Eng. Sci., 61, 6239-6248, 2006. </description> </item> <item> <title>Stabilization of Nonlinear Systems with State and Control Constraints Using Lyapunov-Based Predictive Control</title> <link>http://pdclab.seas.ucla.edu/Publications/PMhaskar/PMhaskar_NHEl-Farra_PDChristofides_SCL_2006_55_Stabilization_Nonlinear_Systems.pdf</link> <description> Mhaskar, P., N. H. El-Farra and P. D. Christofides, ''Stabilization of Nonlinear Systems with State and Control Constraints Using Lyapunov-Based Predictive Control,'' Syst. &amp; Contr. Lett., 55, 650-659, 2006. </description> </item> <item> <title>Integrated Fault Detection and Fault-Tolerant Control of Process Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/PMhaskar/PMhaskar_AGani_NHEl-Farra_CMcFall_PDChristofides_JFDavis_AIChEJ_2006_52_Integrated_Fault_Detection_Fault-Tolerant_Control.pdf</link> <description> Mhaskar, P., A. Gani, N. H. El-Farra, C. McFall, P. D. Christofides and J. F. Davis, ''Integrated Fault Detection and Fault-Tolerant Control of Process Systems,'' AIChE J., 52, 2129-2148, 2006. </description> </item> <item> <title>Fault-Tolerant Control of Nonlinear Processes: Performance-Based Reconfiguration and Robustness</title> <link>http://pdclab.seas.ucla.edu/Publications/PMhaskar/PMhaskar_AGani_PDChristofides_IJRNC_2006_16_Fault-Tolerant_Control_Performance_Reconfiguration.pdf</link> <description> Mhaskar, P., A. Gani and P. D. Christofides, ''Fault-Tolerant Control of Nonlinear Processes: Performance-Based Reconfiguration and Robustness,'' Int. J. Rob. &amp; Non. Contr., 16, 91-111, 2006. </description> </item> <item> <title>Predictive Control of Particle Size Distribution in Particulate Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/DShi/DShi_NHEl-Farra_MLi_PMhaskar_PDChristofides_CES_2006_61_Predictive_Control_PSD.pdf</link> <description> Shi, D., N. H. El-Farra, M. Li, P. Mhaskar and P. D. Christofides, ''Predictive Control of Particle Size Distribution in Particulate Processes,'' Chem. Eng. Sci., 61, 268-281, 2006. </description> </item> <item> <title>A Method for Classical Controller Tuning Using Nonlinear Control Techniques</title> <link>http://pdclab.seas.ucla.edu/Publications/PMhaskar/PMhaskar_NHEl-Farra_PDChristofides_AIChEJ_2005_51_Method_Classical_Controller_Tuning.pdf</link> <description> Mhaskar, P., N. H. El-Farra and P. D. Christofides, ''A Method for Classical Controller Tuning Using Nonlinear Control Techniques,'' AIChE J., 51, 3292-3299, 2005. </description> </item> <item> <title>Predictive Control of Transport-Reaction Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/SDubljevic/SDubljevic_PMhaskar_NHEl-Farra_PDChristofides_CCE_2005_29_Predictive_Control_Transport-Reaction.pdf</link> <description> Dubljevic, S., P. Mhaskar, N. H. El-Farra and P. D. Christofides, ''Predictive Control of Transport-Reaction Processes,'' Comp. &amp; Chem. Eng., 29, 2335-2345, 2005. </description> </item> <item> <title>Predictive Control of Switched Nonlinear Systems with Scheduled Mode Transitions</title> <link>http://pdclab.seas.ucla.edu/Publications/PMhaskar/PMhaskar_NHEl-Farra_PDChristofides_IEEETAC_2005_50_Predictive_Control_Switched_Nonlinear_Systems.pdf</link> <description> Mhaskar, P., N. H. El-Farra and P. D. Christofides, ''Predictive Control of Switched Nonlinear Systems with Scheduled Mode Transitions,'' IEEE Trans. Autom. Contr., 50, 1670-1680, 2005. </description> </item> <item> <title>Output Feedback Control of Switched Nonlinear Systems Using Multiple Lyapunov Functions</title> <link>http://pdclab.seas.ucla.edu/Publications/NHEl-Farra/NHEl-Farra_PMhaskar_PDChristofides_SCL_2005_54_Output_Feedback_Control_Switched_Nonlinear_Systems.pdf</link> <description> El-Farra, N. H., P. Mhaskar and P. D. Christofides, ''Output Feedback Control of Switched Nonlinear Systems Using Multiple Lyapunov Functions,'' Syst. &amp; Contr. Lett., 54, 1163-1182, 2005. </description> </item> <item> <title>Modeling and Control of HVOF Thermal Spray Processing of WC-Co Coatings</title> <link>http://pdclab.seas.ucla.edu/Publications/MLi/MLi_DShi_PDChristofides_PowderTech_2005_156_Modeling_Control_HVOF_Thermal_Spray.pdf</link> <description> Li, M., D. Shi and P. D. Christofides, ''Modeling and Control of HVOF Thermal Spray Processing of WC-Co Coatings,'' Powder Technology, 156, 177-194, 2005. </description> </item> <item> <title>Analysis of Mode Transitions in Biological Networks</title> <link>http://pdclab.seas.ucla.edu/Publications/NHEl-Farra/NHEl-Farra_AGani_PDChristofides_AIChEJ_2005_51_Analysis_Mode_Transitions_Biological_Networks.pdf</link> <description> El-Farra, N. H., A. Gani and P. D. Christofides, ''Analysis of Mode Transitions in Biological Networks,'' AIChE J., 51, 2220-2234, 2005. </description> </item> <item> <title>Predictive Control of Crystal Size Distribution in Protein Crystallization</title> <link>http://pdclab.seas.ucla.edu/Publications/DShi/DShi_PMhaskar_NHEl-Farra_PDChristofides_Nanotechnology_2005_16_Predictive_Control_CSD_Protein_Crystallization.pdf</link> <description> Shi, D., P. Mhaskar, N. H. El-Farra and P. D. Christofides, ''Predictive Control of Crystal Size Distribution in Protein Crystallization,'' Nanotechnology, 16, S562-S574, 2005. </description> </item> <item> <title>Fault-Tolerant Control of Process Systems Using Communication Networks</title> <link>http://pdclab.seas.ucla.edu/Publications/NHEl-Farra/NHEl-Farra_AGani_PDChristofides_AIChEJ_2005_51_Fault-Tolerant_Control_Communication_Networks.pdf</link> <description> El-Farra, N. H., A. Gani and P. D. Christofides, ''Fault-Tolerant Control of Process Systems Using Communication Networks,'' AIChE J., 51, 1665-1682, 2005. </description> </item> <item> <title>Multiscale Modeling and Analysis of an Industrial HVOF Thermal Spray Process</title> <link>http://pdclab.seas.ucla.edu/Publications/MLi/MLi_PDChristofides_CES_2005_60_Multiscale_Modeling_Analysis_Industrial_HVOF.pdf</link> <description> Li, M. and P. D. Christofides, ''Multiscale Modeling and Analysis of an Industrial HVOF Thermal Spray Process,'' Chem. Eng. Sci., 60, 3649-3669, 2005. </description> </item> <item> <title>Multivariable Predictive Control of Thin Film Deposition Using a Stochastic PDE Model</title> <link>http://pdclab.seas.ucla.edu/Publications/DNi/DNi_PDChristofides_IECR_2005_44_Multivariable_Predictive_Control_Thin_Film_Deposition.pdf</link> <description> Ni, D. and P. D. Christofides, ''Multivariable Predictive Control of Thin Film Deposition Using a Stochastic PDE Model,'' Ind. &amp; Eng. Chem. Res., 44, 2416-2427, 2005. </description> </item> <item> <title>Control of Flow Over a Cylinder Using Rotational Oscillations</title> <link>http://pdclab.seas.ucla.edu/Publications/PRay/PRay_PDChristofides_CCE_2005_29_Control_Flow_Cylinder_Rotational_Oscillations.pdf</link> <description> Ray, P. and P. D. Christofides, ''Control of Flow Over a Cylinder Using Rotational Oscillations,'' Comp. &amp; Chem. Eng., 29, 877-885, 2005. </description> </item> <item> <title>Dynamics and Control of Thin Film Microstructure in a Complex Deposition Process</title> <link>http://pdclab.seas.ucla.edu/Publications/DNi/DNi_PDChristofides_CES_2005_60_Dynamics_Control_Thin_Film_Microstructure.pdf</link> <description> Ni, D. and P. D. Christofides, ''Dynamics and Control of Thin Film Microstructure in a Complex Deposition Process,'' Chem. Eng. Sci., 60, 1603-1617, 2005. </description> </item> <item> <title>Feedback Control of Surface Roughness in Sputtering Processes Using the Stochastic Kuramoto-Sivashinsky Equation</title> <link>http://pdclab.seas.ucla.edu/Publications/YLou/YLou_PDChristofides_CCE_2005_29_Feedback_Control_Surface_Roughness_Sputtering.pdf</link> <description> Lou, Y. and P. D. Christofides, ''Feedback Control of Surface Roughness in Sputtering Processes Using the Stochastic Kuramoto-Sivashinsky Equation,'' Comp. &amp; Chem. Eng., 29, 741-759, 2005. </description> </item> <item> <title>Robust Hybrid Predictive Control of Nonlinear Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/PMhaskar/PMhaskar_NHEl-Farra_PDChristofides_Automatica_2005_41_Robust_Hybrid_Predictive_Control.pdf</link> <description> Mhaskar, P., N. H. El-Farra and P. D. Christofides, ''Robust Hybrid Predictive Control of Nonlinear Systems,'' Automatica, 41, 209-217, 2005. </description> </item> <item> <title>Feedback Control of Surface Roughness Using Stochastic PDEs</title> <link>http://pdclab.seas.ucla.edu/Publications/YLou/YLou_PDChristofides_AIChEJ_2005_51_Feedback_Control_Surface_Roughness.pdf</link> <description> Lou, Y. and P. D. Christofides, ''Feedback Control of Surface Roughness Using Stochastic PDEs,'' AIChE J., 51, 345-352, 2005. </description> </item> <item> <title>Feedback Control of Surface Roughness of GaAs(001) Thin Films Using Kinetic Monte-Carlo Models</title> <link>http://pdclab.seas.ucla.edu/Publications/YLou/YLou_PDChristofides_CCE_2004_29_Feedback_Control_Surface_Roughness_GaAs.pdf</link> <description> Lou, Y. and P. D. Christofides, ''Feedback Control of Surface Roughness of GaAs(001) Thin Films Using Kinetic Monte-Carlo Models,'' Comp. &amp; Chem. Eng., 29, 225-241, 2004. </description> </item> <item> <title>Robust Stabilization of Infinite-Dimensional Systems via Sliding-Mode Output Feedback Control</title> <link>http://pdclab.seas.ucla.edu/Publications/YLou/YOrlov_YLou_PDChristofides_IJC_2004_77_Robust_Stabilization_Infinite-Dimensional_Systems.pdf</link> <description> Orlov, Y., Y. Lou and P. D. Christofides, ''Robust Stabilization of Infinite-Dimensional Systems via Sliding-Mode Output Feedback Control,'' Inter. J. Contr., 77, 1115-1136, 2004. </description> </item> <item> <title>Model-Based Estimation and Control of Particle Velocity and Melting in HVOF Thermal Spray</title> <link>http://pdclab.seas.ucla.edu/Publications/MLi/MLi_DShi_PDChristofides_CES_2004_59_Model-Based_Estimation_Control_Particle_Velocity.pdf</link> <description> Li, M., D. Shi and P. D. Christofides, ''Model-Based Estimation and Control of Particle Velocity and Melting in HVOF Thermal Spray,'' Chem. Eng. Sci., 59, 5647-5656, 2004. </description> </item> <item> <title>Diamond Jet Hybrid HVOF Thermal Spray: Rule-based Modeling of Coating Microstructure</title> <link>http://pdclab.seas.ucla.edu/Publications/DShi/DShi_MLi_PDChristofides_IECR_2004_43_Diamond_Jet_Hybrid_HVOF_Modeling_Coating_Microstructure.pdf</link> <description> Shi, D., M. Li and P. D. Christofides, ''Diamond Jet Hybrid HVOF Thermal Spray: Rule-based Modeling of Coating Microstructure,'' Ind. &amp; Eng. Chem. Res., 43, 3653-3665, 2004. </description> </item> <item> <title>Diamond Jet Hybrid HVOF Thermal Spray: Gas-Phase and Particle Behavior Modeling and Feedback Control Design</title> <link>http://pdclab.seas.ucla.edu/Publications/MLi/MLi_DShi_PDChristofides_IECR_2004_43_Diamond_Jet_Hybrid_HVOF_Modeling_Feedback_Control_Design.pdf</link> <description> Li, M., D. Shi and P. D. Christofides, ''Diamond Jet Hybrid HVOF Thermal Spray: Gas-Phase and Particle Behavior Modeling and Feedback Control Design,'' Ind. &amp; Eng. Chem. Res., 43, 3632-3652, 2004. </description> </item> <item> <title>Hybrid Predictive Control of Process Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/PMhaskar/PMhaskar_NHEl-Farra_PDChristofides_AIChEJ_2004_50_Hybrid_Predictive_Control_Process_Systems.pdf</link> <description> Mhaskar, P., N. H. El-Farra and P. D. Christofides, ''Hybrid Predictive Control of Process Systems,'' AIChE J., 50, 1242-1259, 2004. </description> </item> <item> <title>Real-Time Carbon Content Control for PECVD ZrO_2 Thin-Film Growth</title> <link>http://pdclab.seas.ucla.edu/Publications/DNi/DNi_YLou_PDChristofides_LSha_SLao_JPChang_IEEETSM_2004_17_Real-Time_Carbon_Content_Control.pdf</link> <description> Ni, D., Y. Lou, P. D. Christofides, L. Sha, S. Lao and J. P. Chang, ''Real-Time Carbon Content Control for PECVD ZrO_2 Thin-Film Growth,'' IEEE Trans. Semic. Manuf., 17, 221-230, 2004 (2004 O. Hugo Schuck Best (Application) Paper Award). </description> </item> <item> <title>Feedback Control of HVOF Thermal Spray Process Accounting for Powder Size Distribution</title> <link>http://pdclab.seas.ucla.edu/Publications/MLi/MLi_PDChristofides_JTST_2004_13_Feedback_Control_HVOF_Thermal_Spray_Process.pdf</link> <description> Li, M. and P. D. Christofides, ''Feedback Control of HVOF Thermal Spray Process Accounting for Powder Size Distribution,'' Journal of Thermal Spray Technology, 13, 108-120, 2004. </description> </item> <item> <title>Hybrid Predictive Control of Nonlinear Systems: Method and Applications to Chemical Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/NHEl-Farra/NHEl-Farra_PMhaskar_PDChristofides_IJRNC_2004_14_Hybrid_Predictive_Control_Nonlinear_Systems.pdf</link> <description> El-Farra, N., P. Mhaskar and P. D. Christofides, ''Hybrid Predictive Control of Nonlinear Systems: Method and Applications to Chemical Processes,'' Int. J. Rob. &amp; Non. Contr., 14, 199-225, 2004. </description> </item> <item> <title>Distributed Nonlinear Control of Diffusion-Reaction Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/SDubljevic/SDubljevic_PDChristofides_IGKevrekidis_IJRNC_2004_14_Distributed_Nonlinear_Control_Diffusion-Reaction_Processes.pdf</link> <description> Dubljevic, S., P. D. Christofides and I. G. Kevrekidis, ''Distributed Nonlinear Control of Diffusion-Reaction Processes,'' Int. J. Rob. &amp; Non. Contr., 14, 133-156, 2004. </description> </item> <item> <title>Uniting Bounded Control and MPC for Stabilization of Constrained Linear Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/NHEl-Farra/NHEl-Farra_PMhaskar_PDChristofides_Automatica_2004_40_Uniting_Bounded_Control.pdf</link> <description> El-Farra, N., P. Mhaskar and P. D. Christofides, ''Uniting Bounded Control and MPC for Stabilization of Constrained Linear Systems,'' Automatica, 40, 101-110, 2004. </description> </item> <item> <title>Coordinated Feedback and Switching for Control of Spatially-Distributed Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/NHEl-Farra/NHEl-Farra_PDChristofides_CCE_2004_28_Coordinated_Feedback_Spatially-Distributed_Processes.pdf</link> <description> El-Farra, N. and P. D. Christofides, ''Coordinated Feedback and Switching for Control of Spatially-Distributed Processes,'' Comp. &amp; Chem. Eng., 28, 111-128, 2004. </description> </item> <item> <title>Robust Inverse Optimal Control Laws for Nonlinear Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/NHEl-Farra/NHEl-Farra_PDChristofides_IJRNC_2003_13_Robust_Inverse_Optimal_Control.pdf</link> <description> El-Farra, N. H. and P. D. Christofides, ''Robust Inverse Optimal Control Laws for Nonlinear Systems,'' Inter. J. Rob. &amp; Non. Contr., 13, 1371-1388, 2003. </description> </item> <item> <title>Fault-Tolerant Control of Fluid Dynamic Systems via Coordinated Feedback and Switching</title> <link>http://pdclab.seas.ucla.edu/Publications/NHEl-Farra/NHEl-Farra_YLou_PDChristofides_CCE_2003_27_FTC_Fluid_Dynamic_Systems.pdf</link> <description> El-Farra, N., Y. Lou and P. D. Christofides, ''Fault-Tolerant Control of Fluid Dynamic Systems via Coordinated Feedback and Switching,'' Comp. &amp; Chem. Eng., 27, 1913-1924, 2003. </description> </item> <item> <title>Optimal Actuator/Sensor Placement for Nonlinear Control of the Kuramoto-Sivashinsky Equation</title> <link>http://pdclab.seas.ucla.edu/Publications/YLou/YLou_PDChristofides_IEEETCST_2003_11_Optimal_ActuatorSensor_Placement.pdf</link> <description> Lou, Y. and P. D. Christofides, ''Optimal Actuator/Sensor Placement for Nonlinear Control of the Kuramoto-Sivashinsky Equation,'' IEEE Trans. Contr. Syst. Techn., 11, 737-745, 2003. </description> </item> <item> <title>Feedback Control of Growth Rate and Surface Roughness in Thin Film Growth</title> <link>http://pdclab.seas.ucla.edu/Publications/YLou/YLou_PDChristofides_AIChEJ_2003_49_Feedback_Control_Growth_Rate_Surface_Roughness.pdf</link> <description> Lou, Y. and P. D. Christofides, ''Feedback Control of Growth Rate and Surface Roughness in Thin Film Growth,'' AIChE J., 49, 2099-2113, 2003. </description> </item> <item> <title>Coordinated Feedback and Switching for Control of Hybrid Nonlinear Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/NHEl-Farra/NHEl-Farra_PDChristofides_AIChEJ_2003_49_Coordinated_Feedback_Switching_Hybrid_Nonlinear_Processes.pdf</link> <description> El-Farra, N. and P. D. Christofides, ''Coordinated Feedback and Switching for Control of Hybrid Nonlinear Processes,'' AIChE J., 49, 2079-2098, 2003. </description> </item> <item> <title>Estimation and Control of Surface Roughness in Thin Film Growth Using Kinetic Monte-Carlo Models</title> <link>http://pdclab.seas.ucla.edu/Publications/YLou/YLou_PDChristofides_CES_2003_58_Estimation_Control_Surface_Roughness_KMC_Models.pdf</link> <description> Lou, Y. and P. D. Christofides, ''Estimation and Control of Surface Roughness in Thin Film Growth Using Kinetic Monte-Carlo Models,'' Chem. Eng. Sci., 58, 3115-3129, 2003. </description> </item> <item> <title>Bounded Robust Control of Constrained Multivariable Nonlinear Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/NHEl-Farra/NHEl-Farra_PD_Christofides_CES_2003_58_Bounded_Robust_Control.pdf</link> <description> El-Farra, N. and P. D. Christofides, ''Bounded Robust Control of Constrained Multivariable Nonlinear Processes,'' Chem. Eng. Sci., 58, 3025-3047, 2003. </description> </item> <item> <title>Analysis of Nitric Oxide Consumption by Erythrocytes in Blood Vessels Using a Distributed Multicellular Model</title> <link>http://pdclab.seas.ucla.edu/Publications/NHEl-Farra/NHEl-Farra_PDChristofides_JCLiao_ABE_2003_31_Analysis_Nitric_Oxide_Consumption.pdf</link> <description> El-Farra, N., P. D. Christofides and J. C. Liao, ''Analysis of Nitric Oxide Consumption by Erythrocytes in Blood Vessels Using a Distributed Multicellular Model,'' Annals Biomed. Eng., 31, 294-309, 2003. </description> </item> <item> <title>Analysis and Control of Parabolic PDE Systems with Input Constraints</title> <link>http://pdclab.seas.ucla.edu/Publications/NHEl-Farra/NHEl-Farra_AArmaou_PDChristofides_Automatica_2003_39_Analysis_Control_Parabolic_PDE_Systems.pdf</link> <description> El-Farra, N., A. Armaou and P. D. Christofides, ''Analysis and Control of Parabolic PDE Systems with Input Constraints,'' Automatica, 39, 715-725, 2003. </description> </item> <item> <title>Modeling and Analysis of HVOF Thermal Spray Process Accounting for Powder Size Distribution</title> <link>http://pdclab.seas.ucla.edu/Publications/MLi/MLi_PDChristofides_CES_2003_58_Modeling_Analysis_HVOF_Thermal_Spray_Process.pdf</link> <description> Li, M. and P. D. Christofides, ''Modeling and Analysis of HVOF Thermal Spray Process Accounting for Powder Size Distribution,'' Chem. Eng. Sci., 58, 849-857, 2003. </description> </item> <item> <title>Dynamic Optimization of Dissipative PDE Systems Using Nonlinear Order Reduction</title> <link>http://pdclab.seas.ucla.edu/Publications/AArmaou/AArmaou_PDChristofides_CES_2002_57_Dynamic_Optimization_Dissipative_PDE_Systems.pdf</link> <description> Armaou, A. and P. D. Christofides, ''Dynamic Optimization of Dissipative PDE Systems Using Nonlinear Order Reduction,'' Chem. Eng. Sci., 57, 5083-5114, 2002. </description> </item> <item> <title>Drag Reduction in Transitional Linearized Channel Flow Using Distributed Control</title> <link>http://pdclab.seas.ucla.edu/Publications/JBaker/JBaker_PDChristofides_IJC_2002_75_Drag_Reduction_Transitional_Linearized_Channel_Flow.pdf</link> <description> Baker, J. and P. D. Christofides, ''Drag Reduction in Transitional Linearized Channel Flow Using Distributed Control,'' Inter. J. Contr., 75, 1213-1218, 2002. </description> </item> <item> <title>Simulation, Estimation and Control of Size Distribution in Aerosol Processes with Simultaneous Reaction, Nucleation, Condensation and Coagulation</title> <link>http://pdclab.seas.ucla.edu/Publications/AKalani/AKalani_PDChristofides_CCE_2002_26_Simulation_Estimation_Control_Size_Distribution_Aerosol_Processes.pdf</link> <description> Kalani, A. and P. D. Christofides, ''Simulation, Estimation and Control of Size Distribution in Aerosol Processes with Simultaneous Reaction, Nucleation, Condensation and Coagulation,'' Comp. &amp; Chem. Eng., 26, 1153-1169, 2002. </description> </item> <item> <title>Drag Reduction in Incompressible Flow Over a Flat Plate Using Active Feedback Control</title> <link>http://pdclab.seas.ucla.edu/Publications/JBaker/JBaker_JMyatt_PDChristofides_CCE_2002_26_Drag_Reduction_Incompressible_Flow.pdf</link> <description> Baker, J., J. Myatt and P. D. Christofides, ''Drag Reduction in Incompressible Flow Over a Flat Plate Using Active Feedback Control,'' Comp. &amp; Chem. Eng, 26, 1095-1102, 2002. </description> </item> <item> <title>Integrated Optimal Actuator/Sensor Placement and Robust Control of Uncertain Transport-Reaction Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/CAntoniades/CAntoniades_PDChristofides_CCE_2002_26_Integrated_Optimal_ActuatorSensor_Placement_Robust_Control.pdf</link> <description> Antoniades, C. and P. D. Christofides, ''Integrated Optimal Actuator/Sensor Placement and Robust Control of Uncertain Transport-Reaction Processes,'' Comp. &amp; Chem. Eng., 26, 187-203, 2002. </description> </item> <item> <title>Analysis and Control of Particulate Processes with Input Constraints</title> <link>http://pdclab.seas.ucla.edu/Publications/NHEl-Farra/NHEl-Farra_TChiu_PDChristofides_AIChEJ_2001_47_Analysis_Control_Particulate_Processes_Input_Constraints.pdf</link> <description> El-Farra, N., T. Chiu and P. D. Christofides, ''Analysis and Control of Particulate Processes with Input Constraints,'' AIChE J., 47, 1849-1865, 2001. </description> </item> <item> <title>Integrating Nonlinear Output Feedback Control and Optimal Actuator/Sensor Placement in Transport-Reaction Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/CAntoniades/CAntoniades_PDChristofides_CES_2001_56_Integrating_Nonlinear_Output_Feedback_Control.pdf</link> <description> Antoniades, C. and P. D. Christofides, ''Integrating Nonlinear Output Feedback Control and Optimal Actuator/Sensor Placement in Transport-Reaction Processes,'' Chem. Eng. Sci., 56, 4517-4535, 2001. </description> </item> <item> <title>Studies on Nonlinear Dynamics and Control of a Tubular Reactor with Recycle</title> <link>http://pdclab.seas.ucla.edu/Publications/CAntoniades/CAntoniades_PDChristofides_NATMA_2001_47_Studies_Nonlinear_Dynamics_Control_Tubular_Reactor_with_Recycle.pdf</link> <description> Antoniades, C. and P. D. Christofides, ''Studies on Nonlinear Dynamics and Control of a Tubular Reactor with Recycle,'' Nonlinear Analysis: Theory, Methods &amp; Applications, 47, 5933-5944, 2001. </description> </item> <item> <title>Control of Nonlinear Distributed Process Systems: Recent Developments and Challenges</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/PDChristofides_AIChEJ_2001_47_Control_Nonlinear_Distributed_Process_Systems_Recent_Developments_and_Challenges.pdf</link> <description> Christofides, P. D., ''Control of Nonlinear Distributed Process Systems: Recent Developments and Challenges,'' AIChE J., 47, 514-518, 2001 (Perspective column). </description> </item> <item> <title>Finite-Dimensional Control of Nonlinear Parabolic PDEs with Time-Dependent Spatial Domains Using Empirical Eigenfunctions</title> <link>http://pdclab.seas.ucla.edu/Publications/AArmaou/AArmaou_PDChristofides_IJAMCS_2001_11_Finite-Dimensional_Control_Nonlinear_Parabolic_PDEs.pdf</link> <description> Armaou, A. and P. D. Christofides, ''Finite-Dimensional Control of Nonlinear Parabolic PDEs with Time-Dependent Spatial Domains Using Empirical Eigenfunctions,'' Int. J. Appl. Math. &amp; Comp. Sci., 11, 287-317, 2001. </description> </item> <item> <title>Integrating Robustness, Optimality and Constraints in Control of Nonlinear Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/NHEl-Farra/NHEl-Farra_PDChristofides_CES_2001_56_Integrating_Robustness_Optimality_Constraints_Control_Nonlinear_Processes.pdf</link> <description> El-Farra, N. and P. D. Christofides, ''Integrating Robustness, Optimality and Constraints in Control of Nonlinear Processes,'' Chem. Eng. Sci., 56, 1841-1868, 2001. </description> </item> <item> <title>Crystal Temperature Control in the Czochralski Crystal Growth Process</title> <link>http://pdclab.seas.ucla.edu/Publications/AArmaou/AArmaou_PDChristofides_AIChEJ_2001_47_Crystal_Temperature_Control_Czochralski_Crystal_Growth_Process.pdf</link> <description> Armaou, A. and P. D. Christofides, ''Crystal Temperature Control in the Czochralski Crystal Growth Process,'' AIChE J., 47, 79-106, 2001. </description> </item> <item> <title>Computation of Empirical Eigenfunctions and Order Reduction of Nonlinear Parabolic PDEs with Time-Dependent Spatial Domains</title> <link>http://pdclab.seas.ucla.edu/Publications/AArmaou/AArmaou_PDChristofides_NATMA_2001_47_Computation_Empirical_Eigenfunctions_Order_Reduction_Nonlinear_Parabolic_PDEs.pdf</link> <description> Armaou, A. and P. D. Christofides, ''Computation of Empirical Eigenfunctions and Order Reduction of Nonlinear Parabolic PDEs with Time-Dependent Spatial Domains,'' Nonlinear Analysis: Theory, Methods &amp; Applications, 47, 2869-2874, 2001. </description> </item> <item> <title>Feedback Control of Plasma Etching Reactors for Improved Etching Uniformity</title> <link>http://pdclab.seas.ucla.edu/Publications/AArmaou/AArmaou_JBaker_PDChristofides_CES_2001_56_Feedback_Control_Plasma_Etching_Reactors.pdf</link> <description> Armaou, A., J. Baker and P. D. Christofides, ''Feedback Control of Plasma Etching Reactors for Improved Etching Uniformity,'' Chem. Eng. Sci., 56, 1467-1475, 2001. </description> </item> <item> <title>Robust Near-Optimal Output Feedback Control of Nonlinear Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/NHEl-Farra/NHEl-Farra_PDChristofides_IJC_2001_74_Robust_Near-Optimal_Output_Feedback_Control.pdf</link> <description> El-Farra, N. H. and P. D. Christofides, ''Robust Near-Optimal Output Feedback Control of Nonlinear Systems,'' Int. J. Contr., 74, 133-157, 2001. </description> </item> <item> <title>Robust Control of Parabolic PDE Systems with Time-Dependent Spatial Domains</title> <link>http://pdclab.seas.ucla.edu/Publications/AArmaou/AArmaou_PDChristofides_Automatica_2001_37_Robust_Control_Parabolic_PDE_Systems.pdf</link> <description> Armaou, A. and P. D. Christofides, ''Robust Control of Parabolic PDE Systems with Time-Dependent Spatial Domains,'' Automatica, 37, 61-69, 2001. </description> </item> <item> <title>Nonlinear Control of Incompressible Fluid Flows: Application to Burgers' Equation and 2D Channel Flow</title> <link>http://pdclab.seas.ucla.edu/Publications/JBaker/JBaker_AArmaou_PDChristofides_JMAA_2000_252_Nonlinear_Control_Incompressible_Fluid_Flows_Application.pdf</link> <description> Baker, J., A. Armaou and P. D. Christofides, ''Nonlinear Control of Incompressible Fluid Flows: Application to Burgers' Equation and 2D Channel Flow,'' J. Math. Anal. Appl., 252, 230-255, 2000. </description> </item> <item> <title>Nonlinear Feedback Control of Parabolic Partial Differential Difference Equation Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/CAntoniades/CAntoniades_PDChristofides_IJC_2000_73_Nonlinear_Feedback_Control_Parabolic_PDE.pdf</link> <description> Antoniades, C. and P. D. Christofides, ''Nonlinear Feedback Control of Parabolic Partial Differential Difference Equation Systems,'' Int. J. Contr., 73,1572-1591, 2000. </description> </item> <item> <title>Optimization of Transport-Reaction Processes Using Nonlinear Model Reduction</title> <link>http://pdclab.seas.ucla.edu/Publications/EBendersky/EBendersky_PDChristofides_CES_2000_55_Optimization_Transport-Reaction_Processes.pdf</link> <description> Bendersky, E. and P. D. Christofides, ''Optimization of Transport-Reaction Processes Using Nonlinear Model Reduction,'' Chem. Eng. Sci., 55, 4349-4366, 2000. </description> </item> <item> <title>Computation of Optimal Actuator Locations for Nonlinear Controllers in Transport-Reaction Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/CAntoniades/CAntoniades_PDChristofides_CCE_2000_24_Computation_Optimal_Actuator_Locations.pdf</link> <description> Antoniades, C. and P. D. Christofides, ''Computation of Optimal Actuator Locations for Nonlinear Controllers in Transport-Reaction Processes,'' Comp. &amp; Chem. Eng., 24, 577-583, 2000 (Plenary talk in the Process Systems Engineering 2000 Conference). </description> </item> <item> <title>Robust Optimal Control and Estimation of Constrained Nonlinear Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/NHEl-Farra/NHEl-Farra_PDChristofides_CCE_2000_24_Robust_Optimal_Control_Estimation_Constrained_Nonlinear_Processes.pdf</link> <description> El-Farra, N. and P. D. Christofides, ''Robust Optimal Control and Estimation of Constrained Nonlinear Processes,'' Comp. &amp; Chem. Eng., 24, 801-807, 2000. </description> </item> <item> <title>Finite-Dimensional Approximation and Control of Nonlinear Parabolic PDE Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/JBaker/JBaker_PDChristofides_IJC_2000_73_Finite-Dimensional_Approximation_Control_Nonlinear_Parabolic_PDE_Systems.pdf</link> <description> Baker, J. and P. D. Christofides, ''Finite-Dimensional Approximation and Control of Nonlinear Parabolic PDE Systems,'' Int. J. Contr., 73, 439-456, 2000. </description> </item> <item> <title>Modeling and Control of a Titania Aerosol Reactor</title> <link>http://pdclab.seas.ucla.edu/Publications/AKalani/AKalani_PDChristofides_AST_2000_32_Modeling_Control_Titania_Aerosol_Reactor.pdf</link> <description> Kalani, A. and P. D. Christofides, ''Modeling and Control of a Titania Aerosol Reactor,'' Aerosol Sci. &amp; Tech., 32, 369-391, 2000. </description> </item> <item> <title>Wave Suppression by Nonlinear Finite-Dimensional Control</title> <link>http://pdclab.seas.ucla.edu/Publications/AArmaou/AArmaou_PDChristofides_CES_2000_55_Wave_Suppression_Nonlinear_Finite-Dimensional_Control.pdf</link> <description> Armaou, A. and P. D. Christofides, ''Wave Suppression by Nonlinear Finite-Dimensional Control,'' Chem. Eng. Sci., 55, 2627-2640, 2000 (2000 O. Hugo Schuck Best (Theoretical) Paper Award). </description> </item> <item> <title>Global Stabilization of the Kuramoto-Sivashinsky Equation via Distributed Output Feedback Control</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/PDChristofides_AArmaou_SCL_2000_39_Global_Stabilization_Kuramoto-Sivashinsky_Equation.pdf</link> <description> Christofides, P. D. and A. Armaou, ''Global Stabilization of the Kuramoto-Sivashinsky Equation via Distributed Output Feedback Control,'' Syst. &amp; Contr. Lett., 39, 283-294, 2000. </description> </item> <item> <title>Robust Control of Particulate Processes Using Uncertain Population Balances</title> <link>http://pdclab.seas.ucla.edu/Publications/TChiu/TChiu_PDChristofides_AIChEJ_2000_46_Robust_Control_Particulate_Processes_Uncertain_Population_Balances.pdf</link> <description> Chiu, T. and P. D. Christofides, ''Robust Control of Particulate Processes Using Uncertain Population Balances,'' AIChE J., 46, 266-280, 2000 (AIChE Journal Article of the Month, Featured in Chemical Engineering Progress, p.12, February 2000). </description> </item> <item> <title>Feedback Control of the Kuramoto-Sivashinsky Equation</title> <link>http://pdclab.seas.ucla.edu/Publications/AArmaou/AArmaou_PDChristofides_PhysicaD_2000_137_Feedback_Control_Kuramoto-Sivashinsky_Equation.pdf</link> <description> Armaou, A. and P. D. Christofides, ''Feedback Control of the Kuramoto-Sivashinsky Equation,'' Physica D, 137, 49-61, 2000. </description> </item> <item> <title>Robust Output Feedback Control of Nonlinear Singularly Perturbed Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/PDChristofides_Automatica_2000_36_Robust_Output_Feedback_Control_Nonlinear_Singularly_Perturbed_Systems.pdf</link> <description> Christofides, P. D., ''Robust Output Feedback Control of Nonlinear Singularly Perturbed Systems,'' Automatica, 36, 45-52, 2000. </description> </item> <item> <title>Robust Control of Nonlinear Time-Delay Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/CAntoniades/CAntoniades_PDChristofides_IJAMCS_1999_9_Robust_Control_Nonlinear_Time-Delay_Systems.pdf</link> <description> Antoniades, C. and P. D. Christofides, ''Robust Control of Nonlinear Time-Delay Systems,'' Int. J. Appl. Math. &amp; Comp. Sci, 9, 811-837, 1999. </description> </item> <item> <title>Nonlinear Feedback Control of Parabolic PDE Systems with Time-Dependent Spatial Domains</title> <link>http://pdclab.seas.ucla.edu/Publications/AArmaou/AArmaou_PDChristofides_JMAA_1999_239_Nonlinear_Feedback_Control_Parabolic_PDE_Systems.pdf</link> <description> Armaou, A. and P. D. Christofides, ''Nonlinear Feedback Control of Parabolic PDE Systems with Time-Dependent Spatial Domains,'' J. Math. Anal. Appl., 239, 124-157, 1999. </description> </item> <item> <title>Output Feedback Control of Parabolic PDE Systems with Nonlinear Spatial Differential Operators</title> <link>http://pdclab.seas.ucla.edu/Publications/JBaker/JBaker_PDChristofides_IECR_1999_38_Output_Feedback_Control_Parabolic_PDE_Systems.pdf</link> <description> Baker, J. and P. D. Christofides, ''Output Feedback Control of Parabolic PDE Systems with Nonlinear Spatial Differential Operators,'' Ind. &amp; Eng. Chem. Res., 38, 4372-4380, 1999. </description> </item> <item> <title>Feedback Control of Nonlinear Differential Difference Equation Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/CAntoniades/CAntoniades_PDChristofides_CES_1999_54_Feedback_Control_Nonlinear_Differential_Difference_Equation_Systems.pdf</link> <description> Antoniades, C. and P. D. Christofides, ''Feedback Control of Nonlinear Differential Difference Equation Systems,'' Chem. Eng. Sci., 54, 5677-5709, 1999. </description> </item> <item> <title>Nonlinear Control of Particulate Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/TChiu/TChiu_PDChristofides_AIChEJ_1999_45_Nonlinear_Control_Particulate_Processes.pdf</link> <description> Chiu, T. and P. D. Christofides, ''Nonlinear Control of Particulate Processes,'' AIChE J., 45, 1279-1297, 1999. </description> </item> <item> <title>Plasma-Enhanced Chemical Vapor Deposition: Modeling and Control</title> <link>http://pdclab.seas.ucla.edu/Publications/AArmaou/AArmaou_PDChristofides_CES_1999_54_Plasma-Enhanced_CVD.pdf</link> <description> Armaou, A. and P. D. Christofides, ''Plasma-Enhanced Chemical Vapor Deposition: Modeling and Control,'' Chem. Eng. Sci., 54, 3305-3314, 1999 (Finalist Best Student Paper Award, Materials Division Poster Session). </description> </item> <item> <title>Nonlinear Control of Spatially-Inhomogeneous Aerosol Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/AKalani/AKalani_PDChristofides_CES_1999_54_Nonlinear_Control_Spatially-Inhomogeneous_Aerosol_Processes.pdf</link> <description> Kalani, A. and P. D. Christofides, ''Nonlinear Control of Spatially-Inhomogeneous Aerosol Processes,'' Chem. Eng. Sci., 54, 2669-2678, 1999. </description> </item> <item> <title>Robust Output Feedback Control of Quasi-linear Parabolic PDE Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/PDChristofides_JBaker_SCL_1999_36_Robust_Output_Feedback_Control_Quasi-linear_Parabolic_PDE_Systems.pdf</link> <description> Christofides, P. D. and J. Baker, ''Robust Output Feedback Control of Quasi-linear Parabolic PDE Systems,'' Syst. &amp; Contr. Lett., 36, 307-316, 1999. </description> </item> <item> <title>Robust Nonlinear Control of a Continuous Crystallizer</title> <link>http://pdclab.seas.ucla.edu/Publications/TChiu/TChiu_PDChristofides_CCE_1999_23s_Robust_Nonlinear_Control_Continuous_Crystallizer.pdf</link> <description> Chiu, T. and P. D. Christofides, ''Robust Nonlinear Control of a Continuous Crystallizer,'' Comp. &amp; Chem. Eng., 23(s), S257-S260, 1999. </description> </item> <item> <title>A Computationally Efficient Method for Optimization of Transport-Reaction Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/EBendersky/EBendersky_PDChristofides_CCE_1999_23s_A_Computationally_Efficient_Method_Optimization.pdf</link> <description> Bendersky, E. and P. D. Christofides, ''A Computationally Efficient Method for Optimization of Transport-Reaction Processes,'' Comp. &amp; Chem. Eng., 23(s), S455-S458, 1999. </description> </item> <item> <title>Nonlinear Control of Rapid Thermal Chemical Vapor Deposition under Uncertainty</title> <link>http://pdclab.seas.ucla.edu/Publications/JBaker/JBaker_PDChristofides_CCE_1999_23s_Nonlinear_Control_Rapid_Thermal_CVD_under_Uncertainty.pdf</link> <description> Baker, J. and P. D. Christofides, ''Nonlinear Control of Rapid Thermal Chemical Vapor Deposition under Uncertainty,'' Comp. &amp; Chem. Eng., 23(s), S241-S244, 1999. </description> </item> <item> <title>Dynamics of a Reaction-Diffusion System with Brusselator Kinetics under Feedback Control</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/IKarafyllis_PDChristofides_PDaoutidis_PRE_1999_59_Dynamics_Reaction-Diffusion_System_Brusselator_Kinetics.pdf</link> <description> Karafyllis, I., P. D. Christofides and P. Daoutidis, ''Dynamics of a Reaction-Diffusion System with Brusselator Kinetics under Feedback Control,'' Phys. Rev. E., 59, 372-380, 1999. </description> </item> <item> <title>Distributed Output Feedback Control of Two-Time-Scale Hyperbolic PDE Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/PDChristofides_PDaoutidis_IJAMCS_1998_8_Distributed_Output_Feedback_Control_Two-Time-Scale_Hyperbolic_PDE.pdf</link> <description> Christofides, P. D. and P. Daoutidis, ''Distributed Output Feedback Control of Two-Time-Scale Hyperbolic PDE Systems,'' Int. J. Appl. Math. &amp; Comp. Sci, 8, 713-732, 1998. </description> </item> <item> <title>Robust Control of Parabolic PDE Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/PDChristofides_CES_1998_53_Robust_Control_Parabolic_PDE_Systems.pdf</link> <description> Christofides, P. D., ''Robust Control of Parabolic PDE Systems,'' Chem. Eng. Sci., 53, 2949-2965, 1998. </description> </item> <item> <title>Output Feedback Control of Nonlinear Two-Time-Scale Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/PDChristofides_IECR_1998_37_Output_Feedback_Control_Nonlinear_Two-Time-Scale_Processes.pdf</link> <description> Christofides, P. D., ''Output Feedback Control of Nonlinear Two-Time-Scale Processes,'' Ind. &amp; Eng. Chem. Res., 37, 1893-1909, 1998. </description> </item> <item> <title>Singular Perturbation Modeling of Nonlinear Processes with Non-Explicit Time-Scale Multiplicity</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/AKumar_PDChristofides_PDaoutidis_CES_1998_53_Singular_Perturbation_Modeling_Nonlinear_Processes.pdf</link> <description> Kumar, A., P. D. Christofides, and P. Daoutidis, ''Singular Perturbation Modeling of Nonlinear Processes with Non-Explicit Time-Scale Multiplicity,'' Chem. Eng. Sci., 53, 1491-1504, 1998. </description> </item> <item> <title>Robust Control of Hyperbolic PDE Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/PDChristofides_PDaoutidis_CES_1998_53_Robust_Control_Hyperbolic_PDE_Systems.pdf</link> <description> Christofides, P. D. and P. Daoutidis, ''Robust Control of Hyperbolic PDE Systems,'' Chem. Eng. Sci., 53, 85-105, 1998. </description> </item> <item> <title>Finite-Dimensional Control of Parabolic PDE Systems Using Approximate Inertial Manifolds</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/PDChristofides_PDaoutidis_JMAA_1997_216_Finite-Dimensional_Control_Parabolic_PDE.pdf</link> <description> Christofides, P. D. and P. Daoutidis, ''Finite-Dimensional Control of Parabolic PDE Systems Using Approximate Inertial Manifolds,'' J. Math. Anal. Appl., 216, 398-420, 1997 (1999 Ted Peterson Student Paper Award). </description> </item> <item> <title>Robust Control of Multivariable Two-Time-Scale Nonlinear Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/PDChristofides_PDaoutidis_JPC_1997_7_Robust_Control_Multivariable_Two-Time-Scale_Nonlinear_Systems.pdf</link> <description> Christofides, P. D. and P. Daoutidis, ''Robust Control of Multivariable Two-Time-Scale Nonlinear Systems,'' J. Proc. Contr., 7, 313-328, 1997. </description> </item> <item> <title>Compensation of Measurable Disturbances in Two-Time-Scale Nonlinear Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/PDChristofides_PDaoutidis_Automatica_1996_32_Compensation_Measurable_Disturbances_Two-Time-Scale_Nonlinear_Systems.pdf</link> <description> Christofides, P. D. and P. Daoutidis, ''Compensation of Measurable Disturbances in Two-Time-Scale Nonlinear Systems,'' Automatica, 32, 1553-1573, 1996. </description> </item> <item> <title>Robust Semi-Global Output Tracking for Singularly Perturbed Nonlinear Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/PDChristofides_ARTeel_PDaoutidis_IJC_1996_65_Robust_Semi-Global_Output_Tracking.pdf</link> <description> Christofides, P. D., A. R. Teel, and P. Daoutidis, ''Robust Semi-Global Output Tracking for Singularly Perturbed Nonlinear Systems,'' Int. J. Contr., 65, 639-666, 1996. </description> </item> <item> <title>Feedback Control of Hyperbolic PDE Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/PDChristofides_PDaoutidis_AIChEJ_1996_42_Feedback_Control_Hyperbolic_PDE_Systems.pdf</link> <description> Christofides, P. D. and P. Daoutidis, ''Feedback Control of Hyperbolic PDE Systems,'' AIChE J., 42, 3063-3086, 1996 (1999 Ted Peterson Student Paper Award). </description> </item> <item> <title>Singular Perturbations and Input-to-State Stability</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/PDChristofides_ARTeel_IEEETAC_1996_41_Singular_Perturbations_and_Input-to-State_Stability.pdf</link> <description> Christofides, P. D. and A. R. Teel, ''Singular Perturbations and Input-to-State Stability,'' IEEE Trans. Autom. Contr., 41, 1645-1650, 1996. </description> </item> <item> <title>Nonlinear Control of Diffusion-Convection-Reaction Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/PDChristofides_PDaoutidis_CCE_1996_20s_Nonlinear_Control_Diffusion-Convection-Reaction_Processes.pdf</link> <description> Christofides, P. D. and P. Daoutidis, ''Nonlinear Control of Diffusion-Convection-Reaction Processes,'' Comp. &amp; Chem. Eng., 20(s), 1071-1076, 1996. </description> </item> <item> <title>Feedback Control of Two-Time-Scale Nonlinear Systems</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/PDChristofides_PDaoutidisIJC_1996_63_Feedback_Control_Two-Time-Scale_Nonlinear_Systems.pdf</link> <description> Christofides, P. D. and P. Daoutidis, ''Feedback Control of Two-Time-Scale Nonlinear Systems,'' Int. J. Contr., 63, 965-994, 1996. </description> </item> <item> <title>Dynamic Feedforward/Output Feedback Control of Nonlinear Processes</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/PDaoutidis_PDChristofides_CES_1995_50_Dynamic_Feedforward_Output_Feedback_Control.pdf</link> <description> Daoutidis, P. and P. D. Christofides, ''Dynamic Feedforward/Output Feedback Control of Nonlinear Processes,'' Chem. Eng. Sci., 50, 1889-1907, 1995. </description> </item> <item> <title>Motion and Deposition of Non-Brownian Particles in Upflow Collectors</title> <link>http://pdclab.seas.ucla.edu/Publications/PDChristofides/VNBurganos_CAParaskeva_PDChristofides_ACPayatakes_ST_1994_4_Motion_and_Deposition_Non-Brownian_Particles.pdf</link> <description> Burganos, V. N., C. A. Paraskeva, P. D. Christofides and A. C. Payatakes, ''Motion and Deposition of Non-Brownian Particles in Upflow Collectors,'' Separations and Technology, 4, 47-54, 1994. </description> </item> </channel> </rss>