Jurnal Publikasi Ilmu Komputer dan Multimedia
Vol 3 No 1 (2024): Jurnal Publikasi Ilmu Komputer dan Multimedia

Application of the Fuzzy Mamdani Method for Predicting Rainfall in the City of Yogyakarta

Rohman, Abdul (Unknown)
Tri Hastono (Unknown)
Andri Prisda Tyaka (Unknown)



Article Info

Publish Date
02 Jan 2024

Abstract

Weather and climate play an important role in everyday life, influencing various aspects of society and the environment. The city of Yogyakarta as a cultural center cannot be separated from the impacts of climate change, including rainfall patterns which can have significant effectiveness on daily activities, agriculture and infrastructure. This research uses a fuzzy logic methodology approach with the Mamdani method to predict rainfall. Fuzzy logic has proven to be effective in cold situations and is able to overcome the challenges of missing or incomplete data. The data used in this research was obtained from Bappeda DIY. The implementation for predicting rainfall levels uses Matlab by utilizing the provided Fuzzy Logic Matlab Toolbox. Based on research conducted using a fuzzy logic test to calculate all research accuracy data, an average error value in RMSE was obtained of 39.88%. These results indicate that there is significant error in these predictions, indicating that the fuzzy logic control model is not completely accurate. Therefore, it is necessary to review the data used in this prediction to ensure its accuracy.

Copyrights © 2024






Journal Info

Abbrev

jupikom

Publisher

Subject

Computer Science & IT

Description

Jurnal Publikasi Ilmu Komputer dan Multimedia : E-ISSN : 2808-8980 P-ISSN :2808-9383 adalah jurnal yang dikhususkan untuk penelitian penelitian yang termasuk dalam bidang keilmuan komputer dan Multimedia yang diterbitkan oleh Sekolah Tinggi Ilmu Ekonomi Trianandra dan terbit 3 kali dalam setahun ...