Analysis of air pollution index in Malaysia by using fuzzy logic air quality index [FLAQI] / Siti Asma Mohamad Tohir

Mohamad Tohir, Siti Asma (2021) Analysis of air pollution index in Malaysia by using fuzzy logic air quality index [FLAQI] / Siti Asma Mohamad Tohir. [Student Project] (Unpublished)

Abstract

Air pollution refers to the release of pollutant into the air that are detrimental to human health and the planet as a whole. In Malaysia, the index of air pollution was generated by Air Pollution Index in Malaysia (APIMS) under Department of Environment (DOE). The objectives of this study is to analyze air pollution in Malaysia by using fuzzy logic and to determine the performance of Fuzzy Logic Air Quality Index (FLAQI) by comparing the value with the APIMS. The method used in this system is fuzzy logic system. This method is more preferable since it is user friendly and the rules that have being setup is from the hierarchical fuzzy systems. Besides, the membership of each inputs and output is entered in the MATLAB software in order to generated the output of FLAQI based on parameters (suspended specific matter of less than 25 microns in size 5, ozone, carbon monoxide, nitrogen dioxide, sulfur dioxide and suspended particular matter of fewer than 10 micron) and the IF-THEN rules. There are 362 data that have been analyzed and compared to the actual data from DOE. Therefore, fuzzy logic approach can be used to generated the air pollution index as it shows 82.32% of accuracy between actual data with the output of FLAQI.

Metadata

Item Type: Student Project
Creators:
CreatorsEmail / ID. Num
Mohamad Tohir, Siti Asma2017308099
Subjects: Q Science > QA Mathematics > Fuzzy logic
T Technology > TD Environmental technology. Sanitary engineering > Air pollution and its control
Divisions: Universiti Teknologi MARA, Perlis > Arau Campus > Faculty of Computer and Mathematical Sciences
Programme: Bachelor of Science (Hons.) Management Mathematics
Item ID: 44800
Uncontrolled Keywords: Air Pollution Index (API) ; Department of Environment (DOE) ; Fuzzy Logic Air Quality Index (FLAQI) model ; MATLAB
URI: http://ir.uitm.edu.my/id/eprint/44800

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