Journal of Applied Science, Technology & Humanities
Vol. 2 No. 2 (2025): March 2025

Fuzzy Logic Approach in Palm Oil Production Using the Mamdani Method

Bayu Adi Nugroho (IPB University)
Muhammad Faiz Assariy (IPB University)
Daffa Zulqisthi (IPB University)
Mrr.Lukie Trianawati (IPB University)
Sri Diana Sari (IPB University)
Nur Syahla Fatimah (IPB University)
Itsnaini Nur Rohmawati (IPB University)
Huwaida Asha Dhieva (IPB University)
Denisa Nurul Az Zahra (IPB University)
Arifa Fauzia Rahma (IPB University)
Chika Hayya Sabillah (IPB University)



Article Info

Publish Date
22 Mar 2025

Abstract

This research investigates the application of the Mamdani fuzzy logic method for predicting palm oil production based on consumer demand and supply data. The purpose is to enhance the accuracy of production forecasts critical for optimizing the palm oil industry in Indonesia. The methodology involves data collection on consumer demand and supply, formation of fuzzy sets, rule definition, and inference processing. Results indicate that the Mamdani method effectively correlates demand and supply levels with production outcomes, yielding consistent predictions when compared to manual calculations. The findings conclude that implementing fuzzy logic can significantly improve decision-making in palm oil production, leading to more efficient and sustainable practices within the industry. This study highlights the potential of fuzzy logic applications in agricultural production systems for better resource management.

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Journal Info

Abbrev

batrisya

Publisher

Subject

Humanities Computer Science & IT Control & Systems Engineering Economics, Econometrics & Finance Social Sciences

Description

Journal of Applied Science, Technology & Humanities is published by Batrisya Education. Published five times a year, in January, March, June, September, November and already have a registration number ISSN 3032-5765, DOI: https://doi.org/10.62535/jasth. Journal of Applied Science, Technology & ...