Prediction of CO2 concentration in smart homes using IBM SPSS software tool

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F19%3A10243998" target="_blank" >RIV/61989100:27240/19:10243998 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Prediction of CO2 concentration in smart homes using IBM SPSS software tool

Original language description

The growth of measured data from intelligent buildings in the recent years provides new opportunities for improvements of quality of the indoor environment. This paper examines the possibilities of increasing the accuracy of CO2 predictions in the smart homes using IBM SPSS software tools. The accuracy of this implementation was evaluated at daily and monthly intervals. Radial basis function (Feedforward neural network) was used in order to predict CO2 concentration levels from the measured relative humidity, indoor and outdoor temperatures. Daily interval resulted in the most accurate prediction results. (C) Technical University of Košice 2019.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

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OECD FORD branch

20200 - Electrical engineering, Electronic engineering, Information engineering

Project

<a href="/en/project/EF16_019%2F0000867" target="_blank" >EF16_019/0000867: Research Centre of Advanced Mechatronic Systems</a><br>

Continuities

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

Publication year

2019

Confidentiality

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

Article name in the collection

Proceedings of the 10th International Scientific Symposium on Electrical Power Engineering, ELEKTROENERGETIKA 2019

ISBN

978-80-553-3324-3

ISSN

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e-ISSN

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Number of pages

5

Pages from-to

546-550

Publisher name

Technical University of Košice

Place of publication

Košice

Event location

Stará Lesná

Event date

Sep 16, 2019

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

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