Thesis Details

Na simulaci založený vývoj systému řízení distribuce tepla

Bachelor's Thesis Student: Tomeček Jan Academic Year: 2021/2022 Supervisor: Janoušek Vladimír, doc. Ing., Ph.D.
English title
Simulation-Based Development of Heating Control System
Language
Czech
Abstract

This thesis is about optimalization of boiler heating from external sources. I have created a simulation model of Heating Control System. Subsequently, using a simulation model, I proposed possible optimizations for water heating control. The used optimization method was deep Q-learning. The result of this work shows the use of simulation for the development and optimalization of control systems.

Keywords

Simulation, Control system, Smart home, Machine learning, Q-learning, deep Q-learning

Department
Degree Programme
Files
Status
not defended
Date
13 June 2022
Reviewer
Committee
Janoušek Vladimír, doc. Ing., Ph.D. (DITS FIT BUT), předseda
Burget Lukáš, doc. Ing., Ph.D. (DCGM FIT BUT), člen
Honzík Jan M., prof. Ing., CSc. (DIFS FIT BUT), člen
Mrázek Vojtěch, Ing., Ph.D. (DCSY FIT BUT), člen
Rozman Jaroslav, Ing., Ph.D. (DITS FIT BUT), člen
Citation
TOMEČEK, Jan. Na simulaci založený vývoj systému řízení distribuce tepla. Brno, 2022. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2022-06-13. Supervised by Janoušek Vladimír. Available from: https://www.fit.vut.cz/study/thesis/24253/
BibTeX
@bachelorsthesis{FITBT24253,
    author = "Jan Tome\v{c}ek",
    type = "Bachelor's thesis",
    title = "Na simulaci zalo\v{z}en\'{y} v\'{y}voj syst\'{e}mu \v{r}\'{i}zen\'{i} distribuce tepla",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2022,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/24253/"
}
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