Detail publikace

Environmental Data Analysis for Learning Behavioral Patterns in Smart Homes

VĚCHET, S. HRBÁČEK, J. KREJSA, J.

Anglický název

Environmental Data Analysis for Learning Behavioral Patterns in Smart Homes

Typ

Stať ve sborníku v databázi WoS či Scopus

Jazyk

en

Originální abstrakt

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.

Klíčová slova anglicky

smart homes; learning thermostats; data analysis

Vydáno

2016-12-07

Nakladatel

Czech Technical University in Prague

Místo

Prague

ISBN

978-80-01-05882-4

Kniha

Proceedings of the 2016 17th International Conference on Mechatronics – Mechatronika (ME) 2016

Strany od–do

386–391

Počet stran

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",
  series="1",
  pages="386--391",
  publisher="Czech Technical University in Prague",
  address="Prague",
  isbn="978-80-01-05882-4"
}