Detail publikace

Environmental Data Analysis for Learning Behavioral Patterns in Smart Homes

VĚCHET, S. HRBÁČEK, J. KREJSA, J.

Originální název

Environmental Data Analysis for Learning Behavioral Patterns in Smart Homes

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

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

smart homes; learning thermostats; data analysis

Autoři

VĚCHET, S.; HRBÁČEK, J.; KREJSA, J.

Vydáno

7. 12. 2016

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

Edice

1

Strany od

386

Strany do

391

Strany počet

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"
}