Design of Aerodynamic Ball Levitation Laboratory Plant
This paper presents the development of a new Aerodynamic Ball Levitation Laboratory Plant at the Center of Modern Control Techniques and Industrial Informatics (CMCT&II). The entire design process of the plant is described, including the component selection process, the physical construction of...
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MDPI AG
2021
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oai:doaj.org-article:99e4d5af0290487e889292fdcd0433f42021-11-25T18:50:41ZDesign of Aerodynamic Ball Levitation Laboratory Plant10.3390/pr91119502227-9717https://doaj.org/article/99e4d5af0290487e889292fdcd0433f42021-10-01T00:00:00Zhttps://www.mdpi.com/2227-9717/9/11/1950https://doaj.org/toc/2227-9717This paper presents the development of a new Aerodynamic Ball Levitation Laboratory Plant at the Center of Modern Control Techniques and Industrial Informatics (CMCT&II). The entire design process of the plant is described, including the component selection process, the physical construction of the plant, the design of a printed circuit board (PCB) powered by a microcontroller, and the implementation of its firmware. A parametric mathematical model of the laboratory plant is created, whose parameters are then estimated using a nonlinear least-squares method based on acquired experimental data. The Kalman filter and the optimal state-space feedback control are designed based on the obtained mathematical model. The designed controller is then validated using the physical plant.Tomáš TkáčikMilan TkáčikSlávka JadlovskáAnna JadlovskáMDPI AGarticleaerodynamic levitationexperimental identificationsystem state estimationlinear optimal controlnoise filtrationmotor controlChemical technologyTP1-1185ChemistryQD1-999ENProcesses, Vol 9, Iss 1950, p 1950 (2021) |
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aerodynamic levitation experimental identification system state estimation linear optimal control noise filtration motor control Chemical technology TP1-1185 Chemistry QD1-999 |
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aerodynamic levitation experimental identification system state estimation linear optimal control noise filtration motor control Chemical technology TP1-1185 Chemistry QD1-999 Tomáš Tkáčik Milan Tkáčik Slávka Jadlovská Anna Jadlovská Design of Aerodynamic Ball Levitation Laboratory Plant |
description |
This paper presents the development of a new Aerodynamic Ball Levitation Laboratory Plant at the Center of Modern Control Techniques and Industrial Informatics (CMCT&II). The entire design process of the plant is described, including the component selection process, the physical construction of the plant, the design of a printed circuit board (PCB) powered by a microcontroller, and the implementation of its firmware. A parametric mathematical model of the laboratory plant is created, whose parameters are then estimated using a nonlinear least-squares method based on acquired experimental data. The Kalman filter and the optimal state-space feedback control are designed based on the obtained mathematical model. The designed controller is then validated using the physical plant. |
format |
article |
author |
Tomáš Tkáčik Milan Tkáčik Slávka Jadlovská Anna Jadlovská |
author_facet |
Tomáš Tkáčik Milan Tkáčik Slávka Jadlovská Anna Jadlovská |
author_sort |
Tomáš Tkáčik |
title |
Design of Aerodynamic Ball Levitation Laboratory Plant |
title_short |
Design of Aerodynamic Ball Levitation Laboratory Plant |
title_full |
Design of Aerodynamic Ball Levitation Laboratory Plant |
title_fullStr |
Design of Aerodynamic Ball Levitation Laboratory Plant |
title_full_unstemmed |
Design of Aerodynamic Ball Levitation Laboratory Plant |
title_sort |
design of aerodynamic ball levitation laboratory plant |
publisher |
MDPI AG |
publishDate |
2021 |
url |
https://doaj.org/article/99e4d5af0290487e889292fdcd0433f4 |
work_keys_str_mv |
AT tomastkacik designofaerodynamicballlevitationlaboratoryplant AT milantkacik designofaerodynamicballlevitationlaboratoryplant AT slavkajadlovska designofaerodynamicballlevitationlaboratoryplant AT annajadlovska designofaerodynamicballlevitationlaboratoryplant |
_version_ |
1718410662507446272 |