Thesis Details
Chytrá domácnost: učící se řízení vytápění
Bachelor's Thesis
Student: Milostný Tomáš
Academic Year: 2021/2022
Supervisor: Materna Zdeněk, Ing., Ph.D.
English title
Smart Home: Learning Control of Heating
Language
Czech
Abstract
This bachelor thesis deals with the implementation of a prototype smart home ecosystem focused on home heating. The goal is to create software running on a Raspberry Pi device that, with the help of machine learning predictions, will be able to control and monitor a network of electric direct heating convectors controlled by switching a simple Wi-Fi relay Shelly 1PM. The resulting solution should also have a lower price than conventional smart thermostats.
Keywords
smart home, machine learning, home heating, direct heating convector
Department
Degree Programme
Information Technology
Files
Status
defended, grade E
Date
14 June 2022
Reviewer
Committee
Jaroš Jiří, doc. Ing., Ph.D. (DCSY FIT BUT), předseda
Hradiš Michal, Ing., Ph.D. (DCGM FIT BUT), člen
Křivka Zbyněk, Ing., Ph.D. (DIFS FIT BUT), člen
Lengál Ondřej, Ing., Ph.D. (DITS FIT BUT), člen
Sekanina Lukáš, prof. Ing., Ph.D. (DCSY FIT BUT), člen
Hradiš Michal, Ing., Ph.D. (DCGM FIT BUT), člen
Křivka Zbyněk, Ing., Ph.D. (DIFS FIT BUT), člen
Lengál Ondřej, Ing., Ph.D. (DITS FIT BUT), člen
Sekanina Lukáš, prof. Ing., Ph.D. (DCSY FIT BUT), člen
Citation
MILOSTNÝ, Tomáš. Chytrá domácnost: učící se řízení vytápění. Brno, 2022. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2022-06-14. Supervised by Materna Zdeněk. Available from: https://www.fit.vut.cz/study/thesis/24554/
BibTeX
@bachelorsthesis{FITBT24554, author = "Tom\'{a}\v{s} Milostn\'{y}", type = "Bachelor's thesis", title = "Chytr\'{a} dom\'{a}cnost: u\v{c}\'{i}c\'{i} se \v{r}\'{i}zen\'{i} vyt\'{a}p\v{e}n\'{i}", school = "Brno University of Technology, Faculty of Information Technology", year = 2022, location = "Brno, CZ", language = "czech", url = "https://www.fit.vut.cz/study/thesis/24554/" }