Prodromos Daoutidis

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 42

Top Topics

Benders Decomposition

Dynamic Optimization

Industrial Process

Predictive Control

Top Venues

Comput. Chem. Eng.

IEEE Trans. Control. Syst. Technol.

Publications

Prodromos Daoutidis, Jay H. Lee, Srinivas Rangarajan, Leo Chiang, R. Bhushan Gopaluni, Artur M. Schweidtmann, Iiro Harjunkoski, Mehmet Mercangöz, Ali Mesbah, Fani Boukouvala, Fernando V. Lima, Ehecatl Antonio del Rio-Chanona, Christos Georgakis
Machine learning in process systems engineering: Challenges and opportunities. Comput. Chem. Eng. 181 (2024)
Ilias Mitrai, Prodromos Daoutidis
Taking the human out of decomposition-based optimization via artificial intelligence, Part I: Learning when to decompose. Comput. Chem. Eng. 186 (2024)
Baiwen Kong, Qi Zhang, Prodromos Daoutidis
Real-Time Operation of a Stand-Alone Microgrid With Green Ammonia Storage. IEEE Trans. Control. Syst. Technol. 32 (4) (2024)
Alexander D. Smith, Steven Schilling, Prodromos Daoutidis
Automated characterization and monitoring of material shape using Riemannian geometry. Comput. Chem. Eng. 181 (2024)
Ilias Mitrai, Prodromos Daoutidis
Taking the human out of decomposition-based optimization via artificial intelligence, Part II: Learning to initialize. Comput. Chem. Eng. 186 (2024)
Prodromos Daoutidis, Larry Megan, Wentao Tang
The future of control of process systems. Comput. Chem. Eng. 178 (2023)
Ilias Mitrai, Prodromos Daoutidis
Computationally efficient solution of mixed integer model predictive control problems via machine learning aided Benders Decomposition. CoRR (2023)
Wentao Tang, Andrew Allman, Ilias Mitrai, Prodromos Daoutidis
Resolving large-scale control and optimization through network structure analysis and decomposition: A tutorial review. ACC (2023)
Ilias Mitrai, Prodromos Daoutidis
Taking the human out of decomposition-based optimization via artificial intelligence: Part I. Learning when to decompose. CoRR (2023)
Baiwen Kong, Qi Zhang, Prodromos Daoutidis
Dynamic Optimization and Control of a Renewable Microgrid Incorporating Ammonia. ACC (2023)
Wentao Tang, Prodromos Daoutidis
Optimal Design of Control-Lyapunov Functions by Semi-Infinite Stochastic Programming. CDC (2023)
Alexander Smith, Steven Schilling, Prodromos Daoutidis
Automated Characterization and Monitoring of Material Shape using Riemannian Geometry. CoRR (2023)
Ilias Mitrai, Prodromos Daoutidis
Taking the human out of decomposition-based optimization via artificial intelligence: Part II. Learning to initialize. CoRR (2023)
Wentao Tang, Pierre Carrette, Yongsong Cai, John M. Williamson, Prodromos Daoutidis
Automatic decomposition of large-scale industrial processes for distributed MPC on the Shell-Yokogawa Platform for Advanced Control and Estimation (PACE). Comput. Chem. Eng. 178 (2023)
Wentao Tang, Prodromos Daoutidis
. ACC (2022)
Ilias Mitrai, Prodromos Daoutidis
A multicut generalized benders decomposition approach for the integration of process operations and dynamic optimization for continuous systems. Comput. Chem. Eng. 164 (2022)
Matthew J. Palys, Prodromos Daoutidis
Power-to-X: A review and perspective. Comput. Chem. Eng. 165 (2022)
Wentao Tang, Prodromos Daoutidis
Nonlinear state and parameter estimation using derivative information: A Lie-Sobolev approach. Comput. Chem. Eng. 151 (2021)
Wentao Tang, Prodromos Daoutidis
Dissipativity learning control (DLC): Theoretical foundations of input-output data-driven model-free control. Syst. Control. Lett. 147 (2021)
Wentao Tang, Prodromos Daoutidis
Coordinating distributed MPC efficiently on a plantwide scale: The Lyapunov envelope algorithm. Comput. Chem. Eng. 155 (2021)
Ilias Mitrai, Catherine Stamoulis, Prodromos Daoutidis
A sparse H∞ controller synthesis perspective on the reconfiguration of brain networks. ACC (2021)
Shaaz Khatib, Prodromos Daoutidis
tests for distributed fault detection of large-scale systems. Comput. Chem. Eng. 136 (2020)
Wentao Tang, Prodromos Daoutidis
Fast and Stable Nonconvex Constrained Distributed Optimization: The ELLADA Algorithm. CoRR (2020)
Matthew J. Palys, Prodromos Daoutidis
Using hydrogen and ammonia for renewable energy storage: A geographically comprehensive techno-economic study. Comput. Chem. Eng. 136 (2020)
Shaaz Khatib, Prodromos Daoutidis
Application of graph theory and filter based variable selection methods in the design of a distributed data-driven monitoring system. Comput. Chem. Eng. 143 (2020)
Wentao Tang, Prodromos Daoutidis
Dissipativity learning control (DLC): A framework of input-output data-driven control. Comput. Chem. Eng. 130 (2019)
Wentao Tang, Prodromos Daoutidis
Distributed nonlinear model predictive control through accelerated parallel ADMM. ACC (2019)
Wentao Tang, Prodromos Daoutidis
A Bilevel Programming Approach to the Convergence Analysis of Control-Lyapunov Functions. IEEE Trans. Autom. Control. 64 (10) (2019)
Wentao Tang, Prodromos Daoutidis
Input-output data-driven control through dissipativity learning. ACC (2019)
Prodromos Daoutidis, Wentao Tang, Sujit S. Jogwar
Decomposing complex plants for distributed control: Perspectives from network theory. Comput. Chem. Eng. 114 (2018)
Prodromos Daoutidis, Jay H. Lee, Iiro Harjunkoski, Sigurd Skogestad, Michael Baldea, Christos Georgakis
Integrating operations and control: A perspective and roadmap for future research. Comput. Chem. Eng. 115 (2018)
Manjiri Moharir, Davood Babaei Pourkargar, Ali Almansoori, Prodromos Daoutidis
Decomposition and Distributed Control of Integrated Lumped and Distributed Parameter Process Networks. CDC (2018)
Wentao Tang, Prodromos Daoutidis
The role of community structures in sparse feedback control. ACC (2018)
Wentao Tang, Andrew Allman, Davood Babaei Pourkargar, Prodromos Daoutidis
Reprint of: Optimal decomposition for distributed optimization in nonlinear model predictive control through community detection. Comput. Chem. Eng. 116 (2018)
Wentao Tang, Prodromos Daoutidis
Distributed adaptive dynamic programming for data-driven optimal control. Syst. Control. Lett. 120 (2018)
Wentao Tang, Andrew Allman, Davood Babaei Pourkargar, Prodromos Daoutidis
Optimal decomposition for distributed optimization in nonlinear model predictive control through community detection. Comput. Chem. Eng. 111 (2018)
Abdulla Malek, Nahla Alamoodi, Ali S. Almansoori, Prodromos Daoutidis
and waste heat. Comput. Chem. Eng. 105 (2017)
Lixia Kang, Manjiri Moharir, Ali S. Almansoori, Prodromos Daoutidis
Modularity-based control structure selection for process networks: An extension to distributed parameter systems. ACC (2017)
Michael Zachar, Prodromos Daoutidis
Microgrid/Macrogrid Energy Exchange: A Novel Market Structure and Stochastic Scheduling. IEEE Trans. Smart Grid 8 (1) (2017)
Manjiri Moharir, Lixia Kang, Prodromos Daoutidis, Ali S. Almansoori
Graph representation and decomposition of ODE/hyperbolic PDE systems. Comput. Chem. Eng. 106 (2017)
Udit Gupta, Seongmin Heo, Aditya Bhan, Prodromos Daoutidis
Time scale decomposition in complex reaction systems: A graph theoretic analysis. Comput. Chem. Eng. 95 (2016)
Nahla Alamoodi, Prodromos Daoutidis
Nonlinear Decoupling Control With Deadtime Compensation for Multirange Operation of Steam Power Plants. IEEE Trans. Control. Syst. Technol. 24 (1) (2016)
Seongmin Heo, Prodromos Daoutidis
Input/output hierarchical clustering in process networks based on relative degrees. ACC (2015)
Sujit S. Jogwar, Srinivas Rangarajan, Prodromos Daoutidis
Reduction of complex energy-integrated process networks using graph theory. Comput. Chem. Eng. 79 (2015)
Michael Zachar, Milana Trifkovic, Prodromos Daoutidis
Policy effects on microgrid economics, technology selection, and environmental impact. Comput. Chem. Eng. 81 (2015)
Srinivas Rangarajan, Ted Kaminski, Eric Van Wyk, Aditya Bhan, Prodromos Daoutidis
Language-oriented rule-based reaction network generation and analysis: Algorithms of RING. Comput. Chem. Eng. 64 (2014)
Milana Trifkovic, Mehdi Sheikhzadeh, Khaled Nigim, Prodromos Daoutidis
Modeling and Control of a Renewable Hybrid Energy System With Hydrogen Storage. IEEE Trans. Control. Syst. Technol. 22 (1) (2014)
Seongmin Heo, Dimitrios Georgis, Prodromos Daoutidis
Control structure design for complex energy integrated networks using graph-theoretic methods. MED (2013)
Milana Trifkovic, W. A. Marvin, M. Sheikhzadehy, Prodromos Daoutidis
Dynamic real-time optimization and control of a hybrid energy system. ECC (2013)
Fernando V. Lima, Rishi Amrit, Michael Tsapatsis, Prodromos Daoutidis
Nonlinear model predictive control of IGCC plants with membrane reactors for carbon capture. ACC (2013)
Prodromos Daoutidis, Don Bartusiak
Perspective on CPC VIII. Comput. Chem. Eng. 51 (2013)
Seongmin Heo, Sujit S. Jogwar, Srinivas Rangarajan, Prodromos Daoutidis
Graph reduction for hierarchical control of energy integrated process networks. CDC (2012)
Milana Trifkovic, Mehdi Sheikhzadeh, Khaled Nigim, Prodromos Daoutidis
Hierarchical control of a renewable hybrid energy system. CDC (2012)
Srinivas Rangarajan, Aditya Bhan, Prodromos Daoutidis
Language-oriented rule-based reaction network generation and analysis: Applications of RING. Comput. Chem. Eng. 46 (2012)
Dimitrios Georgis, Fernando V. Lima, Ali S. Almansoori, Prodromos Daoutidis
Modeling and control of a water gas shift membrane reactor for hydrogen production. ACC (2012)
Srinivas Rangarajan, Aditya Bhan, Prodromos Daoutidis
Language-oriented rule-based reaction network generation and analysis: Description of RING. Comput. Chem. Eng. 45 (2012)
A. I. Torres, Michael Tsapatsis, Prodromos Daoutidis
Biomass to chemicals: Design of an extractive-reaction process for the production of 5-hydroxymethylfurfural. Comput. Chem. Eng. 42 (2012)
Dimitrios Georgis, Sujit S. Jogwar, Ali S. Almansoori, Prodromos Daoutidis
Control of an energy integrated solid oxide fuel cell system. ACC (2011)
Dimitrios Georgis, Sujit S. Jogwar, Ali S. Almansoori, Prodromos Daoutidis
Design and control of energy integrated SOFC systems for in situ hydrogen production and power generation. Comput. Chem. Eng. 35 (9) (2011)
Konstantinos Biliouris, Prodromos Daoutidis, Yiannis N. Kaznessis
Stochastic simulations of the tetracycline operon. BMC Syst. Biol. 5 (2011)
Marie-Nathalie Contou-Carrere, Vassilios Sotiropoulos, Yiannis N. Kaznessis, Prodromos Daoutidis
Model reduction of multi-scale chemical Langevin equations. Syst. Control. Lett. 60 (1) (2011)
Sujit S. Jogwar, Michael Baldea, Prodromos Daoutidis
Tight energy integration: Dynamic impact and control advantages. Comput. Chem. Eng. 34 (9) (2010)
Sujit S. Jogwar, Prodromos Daoutidis
Dynamics and control of energy integrated distillation column networks. ACC (2010)
Michael Baldea, Monica Zanfir, Prodromos Daoutidis
Optimal design and observation of counter-current autothermal reactors for the production of hydrogen. ACC (2009)
Vassilios Sotiropoulos, Marie-Nathalie Contou-Carrere, Prodromos Daoutidis, Yiannis N. Kaznessis
Model Reduction of Multiscale Chemical Langevin Equations: A Numerical Case Study. IEEE ACM Trans. Comput. Biol. Bioinform. 6 (3) (2009)
Sujit S. Jogwar, Prodromos Daoutidis
Vapor recompression distillation: Multi-scale dynamics and control. ACC (2009)
Sujit S. Jogwar, Michael Baldea, Prodromos Daoutidis
Dynamics and control of reactor - feed effluent heat exchanger networks. ACC (2008)
Michael Baldea, Prodromos Daoutidis
Modeling, dynamics and control of process networks with high energy throughput. Comput. Chem. Eng. 32 (9) (2008)
Subbarao Varigonda, Tryphon T. Georgiou, Ronald A. Siegel, Prodromos Daoutidis
Optimal periodic control of a drug delivery system. Comput. Chem. Eng. 32 (10) (2008)
Michael Baldea, Prodromos Daoutidis
Control of integrated process networks - A multi-time scale perspective. Comput. Chem. Eng. 31 (5-6) (2007)
Michael Baldea, Prodromos Daoutidis
Model reduction and control for networked systems with high energy throughput. ACC (2006)
Marie-Nathalie Contou-Carrere, Prodromos Daoutidis
Decoupling of fast and slow variables in chemical Langevin equations with fast and slow reactions. ACC (2006)
Paul Sonda, Andrew Yeckel, Jeffrey J. Derby, Prodromos Daoutidis
The feedback control of the vertical Bridgman crystal growth process by crucible rotation: two case studies. Comput. Chem. Eng. 29 (4) (2005)
Marie-Nathalie Contou-Carrere, Prodromos Daoutidis
An output feedback precompensator for nonlinear DAE systems with control-dependent state-space. IEEE Trans. Autom. Control. 50 (11) (2005)
Marrie-Nathalie Contou-Carrere, Prodromos Daoutidis
Control of Reaction-Convection Processes with Fast and Slow Reactions. ISIC (2005)
Ziomara P. Gerdtzen, Prodromos Daoutidis, Wei-Shou Hu
Non-Linear Model Reduction for Metabolic Networks with Multiple Time-Scales. ISIC (2005)
Marie-Nathalie Contou-Carrere, Prodromos Daoutidis
Dynamic precompensation and output feedback control of integrated process networks. ACC (2004)
Paul Sonda, Andrew Yeckel, Jeffrey J. Derby, Prodromos Daoutidis
Suppression of flow oscillations in a vertical Bridgman crystal growth system. ACC (2004)
Subbarao Varigonda, Tryphon T. Georgiou, Prodromos Daoutidis
Numerical solution of the optimal periodic control problem using differential flatness. IEEE Trans. Autom. Control. 49 (2) (2004)
K. Karen Yin, Hongchuan Yang, Prodromos Daoutidis, Gang George Yin
Simulation of population dynamics using continuous-time finite-state Markov chains. Comput. Chem. Eng. 27 (2) (2003)
Marie-Nathalie Contou-Carrere, Prodromos Daoutidis
Model reduction for reaction-convection processes with fast and slow reactions. ECC (2003)
Ziomara P. Gerdtzen, Prodromos Daoutidis, Wei-Shou Hu
Nonlinear model reduction for energy metabolism in Saccharomyces cerevisiae. ACC (2002)
Subbarao Varigonda, Tryphon T. Georgiou, Prodromos Daoutidis
A flatness based algorithm for optimal periodic control problems. ACC (2001)
Nishith Vora, Prodromos Daoutidis
Nonlinear model reduction of reaction systems with multiple time scale dynamics. ACC (2001)
Navneet Kapoor, Andrew R. Teel, Prodromos Daoutidis
An Anti-Windup Design for Linear Systems with Input Saturation. Autom. 34 (5) (1998)
Aditya Kumar, Prodromos Daoutidis
State-space realizations of linear differential-algebraic-equation systems with control-dependent state space. IEEE Trans. Autom. Control. 41 (2) (1996)
Panagiotis D. Christofides, Prodromos Daoutidis
Compensation of measurable disturbances for two-time-scale nonlinear systems. Autom. 32 (11) (1996)