Determination of indoor air quality in collective living spaces utilizing Fuzzy logic analysis

Abstract Individuals collective living spaces might be indoor or outdoor areas. In indoor works, people spend approximately 90% of their time in a closed space. There are many parameters affecting indoor air quality. Among these, for indoor and outdoor, important parameters can be listed as carbon m...

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Autor principal:	Çoşgun,Ahmet
Lenguaje:	English
Publicado:	Escuela de Construcción Civil, Pontificia Universidad Católica de Chile 2020
Materias:	Public living space Indoor air quality CO2 PM10 Fuzzy Logic
Acceso en línea:	http://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0718-915X2020000300288
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spelling	oai:scielo:S0718-915X20200003002882021-02-16Determination of indoor air quality in collective living spaces utilizing Fuzzy logic analysisÇoşgun,Ahmet Public living space Indoor air quality CO2 PM10 Fuzzy Logic Abstract Individuals collective living spaces might be indoor or outdoor areas. In indoor works, people spend approximately 90% of their time in a closed space. There are many parameters affecting indoor air quality. Among these, for indoor and outdoor, important parameters can be listed as carbon monoxide (CO), carbon dioxide (CO2), sulfur dioxide (SO₂), particles, nitrogen oxides (NOx), various microorganisms, harmful allergens, and powders. These are important factors for occurring many acute and chronic diseases at an early age, as babies and children are more sensitive to environmental pollutants. Recently published studies, which report that appendicitis failures might be fatal and air pollution can increase the rate of these failures, are remarkable. There are many negative effects of polluted indoor air on human health such as attention deficit and excessive daytime sleepiness. Moreover, the negative effects of this kind of indoor air quality on human learning and perception can not be neglected. The researchers focusing on indoor air quality are conducting studies showing that air pollution has an effect on physical activity and neurological interaction in humans. Even though air pollutants in outdoor air content were evaluated with fuzzy logic method in many studies, there are quite few studies using the fuzzy approach for indoor air quality. In this study, through the standard formula developed by the United States Environmental Protection Agency (EPA), calculations were made using fuzzy logic in MATLAB utilizing air quality index. In this scope, indoor air quality measurement parameters were evaluated with the “Mamdani” method used in fuzzy logic. Then, the model suitable for the logic structure created with the fuzzy tool in MATLAB was analyzed with the help of Mamdani method, and the suitability of evaluating the indoor air quality with artificial intelligence was investigated. Finally, a set of suggestions has been made evaluating and criticizing the results.info:eu-repo/semantics/openAccessEscuela de Construcción Civil, Pontificia Universidad Católica de ChileRevista de la construcción v.19 n.3 20202020-12-01text/htmlhttp://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0718-915X2020000300288en10.7764/rdlc.19.3.288
institution	Scielo Chile
collection	Scielo Chile
language	English
topic	Public living space Indoor air quality CO2 PM10 Fuzzy Logic
spellingShingle	Public living space Indoor air quality CO2 PM10 Fuzzy Logic Çoşgun,Ahmet Determination of indoor air quality in collective living spaces utilizing Fuzzy logic analysis
description	Abstract Individuals collective living spaces might be indoor or outdoor areas. In indoor works, people spend approximately 90% of their time in a closed space. There are many parameters affecting indoor air quality. Among these, for indoor and outdoor, important parameters can be listed as carbon monoxide (CO), carbon dioxide (CO2), sulfur dioxide (SO₂), particles, nitrogen oxides (NOx), various microorganisms, harmful allergens, and powders. These are important factors for occurring many acute and chronic diseases at an early age, as babies and children are more sensitive to environmental pollutants. Recently published studies, which report that appendicitis failures might be fatal and air pollution can increase the rate of these failures, are remarkable. There are many negative effects of polluted indoor air on human health such as attention deficit and excessive daytime sleepiness. Moreover, the negative effects of this kind of indoor air quality on human learning and perception can not be neglected. The researchers focusing on indoor air quality are conducting studies showing that air pollution has an effect on physical activity and neurological interaction in humans. Even though air pollutants in outdoor air content were evaluated with fuzzy logic method in many studies, there are quite few studies using the fuzzy approach for indoor air quality. In this study, through the standard formula developed by the United States Environmental Protection Agency (EPA), calculations were made using fuzzy logic in MATLAB utilizing air quality index. In this scope, indoor air quality measurement parameters were evaluated with the “Mamdani” method used in fuzzy logic. Then, the model suitable for the logic structure created with the fuzzy tool in MATLAB was analyzed with the help of Mamdani method, and the suitability of evaluating the indoor air quality with artificial intelligence was investigated. Finally, a set of suggestions has been made evaluating and criticizing the results.
author	Çoşgun,Ahmet
author_facet	Çoşgun,Ahmet
author_sort	Çoşgun,Ahmet
title	Determination of indoor air quality in collective living spaces utilizing Fuzzy logic analysis
title_short	Determination of indoor air quality in collective living spaces utilizing Fuzzy logic analysis
title_full	Determination of indoor air quality in collective living spaces utilizing Fuzzy logic analysis
title_fullStr	Determination of indoor air quality in collective living spaces utilizing Fuzzy logic analysis
title_full_unstemmed	Determination of indoor air quality in collective living spaces utilizing Fuzzy logic analysis
title_sort	determination of indoor air quality in collective living spaces utilizing fuzzy logic analysis
publisher	Escuela de Construcción Civil, Pontificia Universidad Católica de Chile
publishDate	2020
url	http://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0718-915X2020000300288
work_keys_str_mv	AT co351gunahmet determinationofindoorairqualityincollectivelivingspacesutilizingfuzzylogicanalysis
_version_	1714206309993152512

Determination of indoor air quality in collective living spaces utilizing Fuzzy logic analysis

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