Employment of Dynamic Time Warping Method for Monitoring States in Smart Home

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F14%3A86090204" target="_blank" >RIV/61989100:27240/14:86090204 - isvavai.cz</a>

Výsledek na webu

—

DOI - Digital Object Identifier

—

Jazyk výsledku

angličtina

Název v původním jazyce

Employment of Dynamic Time Warping Method for Monitoring States in Smart Home

Popis výsledku v původním jazyce

In order to obtain information about the degree of statistical dependence between measured quantities in intelligent buildings, it is possible to employ the methods of correlation analysis. This article contains a description of optimized DTW (Dynamic Time Warping) method employment for determining the distances between vectors obtained from recorded behavior of non-electrical quantities in Smart Home. Components of BACnet technologies have been used for the heating, cooling and ventilation control. Components of KNX technologies have been used for lighting and venetian blinds control and for switching on and off of wall outlet circuits. The interoperability between BACnet and KNX technologies components has been ensured. The information obtained can be used for monitoring of life activities of house inhabitants or for optimization of control of operational and technical functions with the aim of reducing the operation costs of a building.

Název v anglickém jazyce

Employment of Dynamic Time Warping Method for Monitoring States in Smart Home

Popis výsledku anglicky

In order to obtain information about the degree of statistical dependence between measured quantities in intelligent buildings, it is possible to employ the methods of correlation analysis. This article contains a description of optimized DTW (Dynamic Time Warping) method employment for determining the distances between vectors obtained from recorded behavior of non-electrical quantities in Smart Home. Components of BACnet technologies have been used for the heating, cooling and ventilation control. Components of KNX technologies have been used for lighting and venetian blinds control and for switching on and off of wall outlet circuits. The interoperability between BACnet and KNX technologies components has been ensured. The information obtained can be used for monitoring of life activities of house inhabitants or for optimization of control of operational and technical functions with the aim of reducing the operation costs of a building.

Druh

D - Stať ve sborníku

CEP obor

JB - Senzory, čidla, měření a regulace

OECD FORD obor

—

Projekt

<a href="/cs/project/EE2.3.30.0016" target="_blank" >EE2.3.30.0016: Příležitost pro mladé výzkumníky</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2014

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Proceedings of 2014 The 4th International Workshop on Computer Science and Engineering (WCSE 2014) : August 22-23, 2014, Dubai, UAE, December 26-28, 2014, Hong Kong

ISBN

978-981-09-4610-4

ISSN

—

e-ISSN

—

Počet stran výsledku

4

Strana od-do

250-254

Název nakladatele

Science and Engineering Institute

Místo vydání

Rowland Heights

Místo konání akce

Dubaj

Datum konání akce

22. 8. 2014

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

—