Publication detail

Environmental Data Analysis for Learning Behavioral Patterns in Smart Homes

VĚCHET, S. HRBÁČEK, J. KREJSA, J.

Original Title

Environmental Data Analysis for Learning Behavioral Patterns in Smart Homes

Type

conference paper

Language

English

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.

Keywords

smart homes; learning thermostats; data analysis

Authors

VĚCHET, S.; HRBÁČEK, J.; KREJSA, J.

Released

7. 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

Edition

1

Pages from

386

Pages to

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