Concepedia

Martin Klaučo

MK

23

Publications

572

Citations

14

H-Index

2013

Active since

Affiliations

Slovak University of Technology in Bratislava(Current)

Institute of Information Engineering

Ruhr University Bochum

Martin Klaučo is an author at Slovak University of Technology in Bratislava specializing in systems engineering, engineering, and process control.

Top concepts

EngineeringSystems EngineeringProcess ControlModel Predictive ControlComputer EngineeringEnergy ManagementControl DesignModeling And SimulationAutomationMechatronics

Publications per year

2013–2024

23

Publications

23

Machine learning-based warm starting of active set methods in embedded model predictive control

Martin Klaučo, Martin Kalúz, Michal Kvasnica · Engineering Applications of Artificial Intelligence · 2018 · 66 citations

Control Strategy, Engineering, Machine Learning +7

Real-time implementation of an explicit MPC-based reference governor for control of a magnetic levitation system

Martin Klaučo, Martin Kalúz, Michal Kvasnica · Control Engineering Practice · 2017 · 63 citations

Engineering, Aerospace Engineering, Mechatronics +7

Differentiable predictive control: Deep learning alternative to explicit model predictive control for unknown nonlinear systems

Ján Drgoňa, Karol Kiš, Aaron Tuor et al. · Journal of Process Control · 2022 · 60 citations · Full text

Control of a boiler-turbine unit using MPC-based reference governors

Martin Klaučo, Michal Kvasnica · Applied Thermal Engineering · 2016 · 50 citations

Engineering, Energy Management, Model-based Control Technique +5

Complexity reduction in explicit MPC: A reachability approach

Michal Kvasnica, Peter Bakaráč, Martin Klaučo · Systems & Control Letters · 2018 · 35 citations

Reachability Analysis, Computational Complexity Theory, Engineering +7

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