Publication detail
Environmental Data Analysis for Learning Behavioral Patterns in Smart Homes
VĚCHET, S. HRBÁČEK, J. KREJSA, J.
English title
Environmental Data Analysis for Learning Behavioral Patterns in Smart Homes
Type
conference paper
Language
en
Original abstract
Data acquisition in smart homes is common activity to ensure a stable, natural and energy saving environment inside the building. However, typical usage of acquired data is limited to temperature/humidity monitoring connected to thermostat or AC control. Modern smart homes try to interconnect all standalone control systems into one smart solution with information downloaded from internet as weather forecast, daytime, position of the sun on the sky, actual season, etc. We present a method, how to detect window ventilation from measured data so the control system can automatically turn-off heating which leads to saving money for energy.
English abstract
Data acquisition in smart homes is common activity to ensure a stable, natural and energy saving environment inside the building. However, typical usage of acquired data is limited to temperature/humidity monitoring connected to thermostat or AC control. Modern smart homes try to interconnect all standalone control systems into one smart solution with information downloaded from internet as weather forecast, daytime, position of the sun on the sky, actual season, etc. We present a method, how to detect window ventilation from measured data so the control system can automatically turn-off heating which leads to saving money for energy.
Keywords in English
smart homes; learning thermostats; data analysis
Released
07.12.2016
Publisher
Czech Technical University in Prague
Location
Prague
ISBN
978-80-01-05882-4
Book
Proceedings of the 2016 17th International Conference on Mechatronics – Mechatronika (ME) 2016
Pages from–to
386–391
Pages count
555
BIBTEX
@inproceedings{BUT130675,
author="Stanislav {Věchet} and Jan {Hrbáček} and Jiří {Krejsa},
title="Environmental Data Analysis for Learning Behavioral Patterns in Smart Homes",
booktitle="Proceedings of the
2016 17th International Conference on Mechatronics –
Mechatronika (ME) 2016",
year="2016",
month="December",
pages="386--391",
publisher="Czech Technical University in Prague",
address="Prague",
isbn="978-80-01-05882-4"
}