Technical report: a study of rainfall pattern that affect flooding using fuzzy logic approach / Shahiratul Amalina Abd Karim, Nurul Hazirah Norhaizin and Nur Fazlina Ismail

Abd Karim, Shahiratul Amalina and Norhaizin, Nurul Hazirah and Ismail, Nur Fazlina (2016) Technical report: a study of rainfall pattern that affect flooding using fuzzy logic approach / Shahiratul Amalina Abd Karim, Nurul Hazirah Norhaizin and Nur Fazlina Ismail. [Student Project] (Unpublished)

Abstract

Flood is a natural disaster which is a major inauspicious event affecting from the earth's natural processes. In Malaysia, the northeastern states are frequently hit by flooding and one of the affected-areas is Kelantan. Hence, this study assesses in determining the rainfall patterns that affect flooding by using Mamdani fuzzy inference system by applying the model to the Kuala Krai, Kelantan. This study emphasized the volume of rainfall in December 2014 as it was the worst flood event for the past 100 years. Five inputs variables which are the volume of rainfall of five main stations in Kuala Krai were utilize to get an output variable which is the volume of rainfall for whole Kuala Krai. Trapezoidal membership functions were employed for each variables and the relationship between variable will be characterized by using 243 IF-THEN rules with AND connection. Subsequently, the acquired output values were verified with the actual flood event in December 2014. All implementation done by using MATLAB Software. Since the result corresponds to the actual flood incident in December 2014, thus, the efficiency of fuzzy logic model display satisfactory levels in interpreting flood situation based on volume of rainfall in Kelantan.

Metadata

Item Type: Student Project
Creators:
Creators
Email / ID Num.
Abd Karim, Shahiratul Amalina
2014805374
Norhaizin, Nurul Hazirah
2014840272
Ismail, Nur Fazlina
2014486294
Contributors:
Contribution
Name
Email / ID Num.
Advisor
Wan Yusoff, Wan Roslini
UNSPECIFIED
Contributor
Hashim, Hazwani
UNSPECIFIED
Contributor
Othman, Mahmod
UNSPECIFIED
Contributor
Azahari, Siti Fathihah
UNSPECIFIED
Subjects: Q Science > QA Mathematics > Study and teaching
Q Science > QA Mathematics > Analysis
Q Science > QA Mathematics > Fuzzy logic
Divisions: Universiti Teknologi MARA, Kelantan > Machang Campus > Faculty of Computer and Mathematical Sciences
Programme: Mathematics Project (MAT660)
Keywords: Fuzzy logic, research, study, natural disaster, flood, Kuala Krai, Kelantan, MATLAB Software
Date: 2016
URI: https://ir.uitm.edu.my/id/eprint/112480
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