1 citations · 1 across the 5 of their papers we have counts for
5 papers
Deep Dictionary-Free Method for Identifying Linear Model of Nonlinear System with Input Delay
Patrik Valábek, Marek Wadinger, Michal Kvasnica +1
Nonlinear dynamical systems with input delays pose significant challenges for prediction, estimation, and control due to their inherent complexity and the impact of delays on syste…
Carbon Neutral Greenhouse: Economic Model Predictive Control Framework for Education
Marek Wadinger, Rastislav Fáber, Erika Pavlovičová +1
This paper presents a comprehensive framework aimed at enhancing education in modeling, optimal control, and nonlinear Model Predictive Control~(MPC) through a practical greenhouse…
Change-Point Detection in Industrial Data Streams based on Online Dynamic Mode Decomposition with Control
Marek Wadinger, Michal Kvasnica, Yoshinobu Kawahara
We propose a novel change-point detection method based on online Dynamic Mode Decomposition with control (ODMDwC). Leveraging ODMDwC's ability to find and track linear approximatio…
Adaptable and Interpretable Framework for Novelty Detection in Real-Time IoT Systems
Marek Wadinger, Michal Kvasnica
This paper presents the Real-time Adaptive and Interpretable Detection (RAID) algorithm. The novel approach addresses the limitations of state-of-the-art anomaly detection methods…
Real-Time Outlier Detection with Dynamic Process Limits
Marek Wadinger, Michal Kvasnica
Anomaly detection methods are part of the systems where rare events may endanger an operation's profitability, safety, and environmental aspects. Although many state-of-the-art ano…