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"
}