The determination of factors that influence the noise pollution in Malaysia using fuzzy logic / Mohd Fazril Izhar Mohd Idris, Nur Afifah Zainol Abidin and Khairu Azlan Abd Aziz

Mohd Idris, Mohd Fazril Izhar and Zainol Abidin, Nur Afifah and Abd Aziz, Khairu Azlan (2020) The determination of factors that influence the noise pollution in Malaysia using fuzzy logic / Mohd Fazril Izhar Mohd Idris, Nur Afifah Zainol Abidin and Khairu Azlan Abd Aziz. Journal of Computing Research and Innovation (JCRINN), 5 (1). pp. 1-10. ISSN 2600-8793

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Abstract

Nowadays, the economy of our country has increased, so the use of transport, whether on land or by air, has also increased. This will lead to noise pollution, which will have an impact on human health. Noise pollution was an unpleasant sound that could have a negative impact on human health, such as sleep disturbance, hearing loss, annoyance, and stress. There are many factors that can cause noise pollution such as road traffic, aircraft, commercial construction, industrial and manufacturing noise. Therefore, the aim of this study is to determine the factor that influences noise pollution in Malaysia using Fuzzy Logic. The determination of factors that affect noise pollution in Malaysia using the Fuzzy Logic approach includes the determination of input and output variables, Fuzzification, Fuzzy Rule-Based, Fuzzy Inference Method and Defuzzification. In Defuzzification which is the last stage for Fuzzy logic, Centroid method used since it can give a result with more accurate and flexible. This study used road traffic noise, aircraft noise, industrial and manufacturing noise and commercial construction as factors for noise pollution, as well as input variables. This method was used to determine which factors have the most influence on noise pollution. The results of this study show that road traffic noise and industrial and manufacturing noise were factors which had an impact on noise pollution with a maximum value of 82. This shows that the aim of this study has been achieved.

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Item Type: Article
Creators:
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Mohd Idris, Mohd Fazril Izhar
UNSPECIFIED
Zainol Abidin, Nur Afifah
UNSPECIFIED
Abd Aziz, Khairu Azlan
UNSPECIFIED
Subjects: Q Science > QA Mathematics > Fuzzy logic
T Technology > TD Environmental technology. Sanitary engineering > Noise pollution. Noise and its control
Divisions: Universiti Teknologi MARA, Perlis > Arau Campus > Faculty of Computer and Mathematical Sciences
Journal or Publication Title: Journal of Computing Research and Innovation (JCRINN)
UiTM Journal Collections: UiTM Journal > Journal of Computing Research and Innovation (JCRINN)
ISSN: 2600-8793
Volume: 5
Number: 1
Page Range: pp. 1-10
Official URL: https://crinn.conferencehunter.com/
Item ID: 43511
Related URLs:
Uncontrolled Keywords: Noise Pollution, Fuzzy Logic, Centroid Method, Road Traffic Noise, Industrial and Manufacturing Noise, Commercial Construction, Aircraft Noise
URI: https://ir.uitm.edu.my/id/eprint/43511

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43511

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