Approximation of the minimal robustly positively invariant set for discrete-time LTI systems with persistent state disturbances. - Sasa V. Rakovic; Eric C. Kerrigan; Konstantinos I. Kouramas; David Q. Mayne (CDC, 2003)

On the Minimal Robust Positively Invariant Set for Linear Difference Inclusions. - Konstantinos I. Kouramas; Sasa V. Rakovic; Eric C. Kerrigan; John C. Allwright; David Q. Mayne (CDC/ECC, 2005)

Invariant approximations of the minimal robust positively Invariant set. - Sasa V. Rakovic; Eric C. Kerrigan; Konstantinos I. Kouramas; David Q. Mayne (IEEE Trans. Autom. Control., 2005)

State Decomposition Principle in Set Invariance Theory for Linear Discrete Time Systems. - Sasa V. Rakovic; Konstantinos I. Kouramas (CDC, 2006)

The Minimal Robust Positively Invariant Set for Linear Discrete Time Systems: Approximation Methods and Control Applications. - Sasa V. Rakovic; Konstantinos I. Kouramas (CDC, 2006)

Invariant approximations of the minimal robust positively invariant set via finite time Aumann Integrals. - Sasa V. Rakovic; Konstantinos I. Kouramas (CDC, 2007)

Optimized robust control invariance for linear discrete-time systems: Theoretical foundations. - Sasa V. Rakovic; Eric C. Kerrigan; David Q. Mayne; Konstantinos I. Kouramas (Autom., 2007)

MPC on a chip - Recent advances on the application of multi-parametric model-based control. - Pinky Dua; Konstantinos I. Kouramas; Vivek Dua; Efstratios N. Pistikopoulos (Comput. Chem. Eng., 2008)

A multi-parametric programming approach for constrained dynamic programming problems. - Nuno P. Faísca; Konstantinos I. Kouramas; Pedro M. Saraiva; Berç Rustem; Efstratios N. Pistikopoulos (Optim. Lett., 2008)

Design and optimization of advanced materials and processes for efficient hydrogen storage. - Michael C. Georgiadis; Eustathios S. Kikkinides; Sofoklis S. Makridis; Konstantinos I. Kouramas; Efstratios N. Pistikopoulos (Comput. Chem. Eng., 2009)

Design of Robust Model-Based Controllers via Parametric Programming. - Konstantinos I. Kouramas; Vassilis Sakizlis; Efstratios N. Pistikopoulos (Encyclopedia of Optimization, 2009)

Simultaneous constrained Moving Horizon state Estimation and Model Predictive Control by multi-parametric programming. - Anna Voelker; Konstantinos I. Kouramas; Efstratios N. Pistikopoulos (CDC, 2010)

Dynamic optimization and robust explicit model predictive control of hydrogen storage tank. - Christos Panos; Konstantinos I. Kouramas; Michael C. Georgiadis; Efstratios N. Pistikopoulos (Comput. Chem. Eng., 2010)

Explicit/multi-parametric model predictive control (MPC) of linear discrete-time systems by dynamic and multi-parametric programming. - Konstantinos I. Kouramas; Nuno P. Faísca; Christos Panos; Efstratios N. Pistikopoulos (Autom., 2011)

Theoretical and algorithmic advances in multi-parametric programming and control. - Efstratios N. Pistikopoulos; Luis F. Domínguez; Christos Panos; Konstantinos I. Kouramas; Altannar Chinchuluun (Comput. Manag. Sci., 2012)

An algorithm for robust explicit/multi-parametric model predictive control. - Konstantinos I. Kouramas; Christos Panos; Nuno P. Faísca; Efstratios N. Pistikopoulos (Autom., 2013)

Moving horizon estimation: Error dynamics and bounding error sets for robust control. - Anna Voelker; Konstantinos I. Kouramas; Efstratios N. Pistikopoulos (Autom., 2013)

Simultaneous design of explicit/multi-parametric constrained moving horizon estimation and robust model predictive control. - Anna Voelker; Konstantinos I. Kouramas; Efstratios N. Pistikopoulos (Comput. Chem. Eng., 2013)

Decentralized and distributed robust control invariance for constrained linear systems. - Stefano Riverso; Konstantinos I. Kouramas; Giancarlo Ferrari-Trecate (CDC, 2017)

A graph-based optimization framework for the Energy Management of District Systems. - Giorgio Manganini; Stefano Riverso; Konstantinos I. Kouramas (CDC, 2019)

Graph-based Data Mining, Pattern Recognition and Anomaly Detection for Intelligent Energy Networks. - Francesco Grassi; Giorgio Manganini; Konstantinos I. Kouramas (Comput. Ind. Eng., 2024)