TOWARDS THE APPLICATION OF FUZZY LOGIC FOR DEVELOPING A NOVEL INDOOR AIR QUALITY INDEX (FIAQI)

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JAVID ALLAHBAKHSH; HAMEDIAN AMIR ABBAS; GHARIBI HAMED; SOWLAT MOHAMMAD HOSSEIN

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Journal Paper

Paper Information

Journal: Iranian Journal of Public Health Year:2016 | Volume:45 | Issue:2 Page(s): 203-213

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Information Journal Paper

Title

TOWARDS THE APPLICATION OF FUZZY LOGIC FOR DEVELOPING A NOVEL INDOOR AIR QUALITY INDEX (FIAQI)

Author(s)

JAVID ALLAHBAKHSH | HAMEDIAN AMIR ABBAS | GHARIBI HAMED | SOWLAT MOHAMMAD HOSSEIN | Issue Writer Certificate

Keywords

INDOOR AIR POLLUTION (IAP)

FUZZY-BASED INDOOR AIR QUALITY INDEX (FIAQI)

INDOOR AIR QUALITY (IAQ)

Abstract

Background: In the past few decades, Indoor Air Pollution (IAP) has become a primary concern to the point. It is increasingly believed to be of equal or greater importance to human health compared to ambient air. However, due to the lack of comprehensive indices for the integrated assessment of indoor air quality (IAQ), we aimed to develop a novel, Fuzzy-Based Indoor Air Quality Index (FIAQI) to bridge the existing gap in this area.Methods: We based our index on fuzzy logic, which enables us to overcome the limitations of traditional methods applied to develop environmental quality indices. Fifteen parameters, including the criteria air pollutants, volatile or-ganic compounds, and bioaerosols were included in the FIAQI due mainly to their significant health effects. Weighting factors were assigned to the parameters based on the medical evidence available in the literature on their health effects. The final FIAQI consisted of 108 rules. In order to demonstrate the performance of the index, data were intentionally generated to cover a variety of quality levels. In addition, a sensitivity analysis was conducted to as-sess the validity of the index.Results: The FIAQI tends to be a comprehensive tool to classify IAQ and produce accurate results.Conclusion: It seems useful and reliable to be considered by authorities to assess IAQ environments.

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APA: Copy

JAVID, ALLAHBAKHSH, HAMEDIAN, AMIR ABBAS, GHARIBI, HAMED, & SOWLAT, MOHAMMAD HOSSEIN. (2016). TOWARDS THE APPLICATION OF FUZZY LOGIC FOR DEVELOPING A NOVEL INDOOR AIR QUALITY INDEX (FIAQI). IRANIAN JOURNAL OF PUBLIC HEALTH, 45(2), 203-213. SID. https://sid.ir/paper/273988/en

Vancouver: Copy

JAVID ALLAHBAKHSH, HAMEDIAN AMIR ABBAS, GHARIBI HAMED, SOWLAT MOHAMMAD HOSSEIN. TOWARDS THE APPLICATION OF FUZZY LOGIC FOR DEVELOPING A NOVEL INDOOR AIR QUALITY INDEX (FIAQI). IRANIAN JOURNAL OF PUBLIC HEALTH[Internet]. 2016;45(2):203-213. Available from: https://sid.ir/paper/273988/en

IEEE: Copy

ALLAHBAKHSH JAVID, AMIR ABBAS HAMEDIAN, HAMED GHARIBI, and MOHAMMAD HOSSEIN SOWLAT, “TOWARDS THE APPLICATION OF FUZZY LOGIC FOR DEVELOPING A NOVEL INDOOR AIR QUALITY INDEX (FIAQI),” IRANIAN JOURNAL OF PUBLIC HEALTH, vol. 45, no. 2, pp. 203–213, 2016, [Online]. Available: https://sid.ir/paper/273988/en

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