Approximate model predictive building control via machine learning
Drgoňa, Ján, Picard, Damien, Kvasnica, Michal, Helsen, Lieve
Published in Applied energy (15.05.2018)
Published in Applied energy (15.05.2018)
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Journal Article
Regionless Explicit Model Predictive Control of Active Suspension Systems With Preview
Theunissen, Johan, Sorniotti, Aldo, Gruber, Patrick, Fallah, Saber, Ricco, Marco, Kvasnica, Michal, Dhaens, Miguel
Published in IEEE transactions on industrial electronics (1982) (01.06.2020)
Published in IEEE transactions on industrial electronics (1982) (01.06.2020)
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Journal Article
Parallel MPC for Linear Systems With Input Constraints
Jiang, Yuning, Oravec, Juraj, Houska, Boris, Kvasnica, Michal
Published in IEEE transactions on automatic control (01.07.2021)
Published in IEEE transactions on automatic control (01.07.2021)
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Journal Article
Impact of the controller model complexity on model predictive control performance for buildings
Picard, Damien, Drgoňa, Ján, Kvasnica, Michal, Helsen, Lieve
Published in Energy and buildings (01.10.2017)
Published in Energy and buildings (01.10.2017)
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Journal Article
Complexity reduction in explicit MPC: A reachability approach
Kvasnica, Michal, Bakaráč, Peter, Klaučo, Martin
Published in Systems & control letters (01.02.2019)
Published in Systems & control letters (01.02.2019)
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Journal Article
Enumeration-based approach to solving parametric linear complementarity problems
Herceg, Martin, Jones, Colin N., Kvasnica, Michal, Morari, Manfred
Published in Automatica (Oxford) (01.12.2015)
Published in Automatica (Oxford) (01.12.2015)
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Journal Article
A Parametric Programming Approach to Automated Integrated Circuit Design
Stevek, Juraj, Kvasnica, Michal, Fikar, Miroslav, Gomola, Alojz
Published in IEEE transactions on control systems technology (01.07.2018)
Published in IEEE transactions on control systems technology (01.07.2018)
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Journal Article
MPC-based reference governor control of a continuous stirred-tank reactor
Holaza, Juraj, Klaučo, Martin, Drgoňa, Ján, Oravec, Juraj, Kvasnica, Michal, Fikar, Miroslav
Published in Computers & chemical engineering (04.01.2018)
Published in Computers & chemical engineering (04.01.2018)
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Journal Article
Convex liftings-based robust control design
Nguyen, Ngoc Anh, Olaru, Sorin, Rodríguez-Ayerbe, Pedro, Kvasnica, Michal
Published in Automatica (Oxford) (01.03.2017)
Published in Automatica (Oxford) (01.03.2017)
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Journal Article