Journal of Applied Science, Technology & Humanities
Vol. 2 No. 3 (2025): June 2025

Implementation of Fuzzy Logic in Yeast Concentration and Fermentation Time for Tempeh Quality

Almaida Pramesti (IPB University)
Aura Fadhilah (IPB University)
Belvana Fazwa Athallah (IPB University)
Grace Octo Suma Panjaitan (IPB University)
Nastiti Ayu Utami (IPB University)
Prima Ananta Nugraha (IPB University)
Rohidi (IPB University)
Mrr Lukie Trianawati (IPB University)
Daffa Zulqisthi (IPB University)
Muhammad Faiz Assariy (IPB University)
Chika Hayya Asabillah (IPB University)



Article Info

Publish Date
14 Jun 2025

Abstract

This study investigates the application of fuzzy logic to optimize yeast concentration and fermentation time in tempeh production. Tempeh, a traditional Indonesian food made by fermenting soybeans, requires precise conditions to ensure high quality, including optimal yeast concentration and incubation duration. Fuzzy logic provides a flexible approach by allowing variable inputs within ranges, rather than fixed values, making it ideal for controlling uncertain factors in fermentation. The study used MATLAB software for fuzzy logic modeling, incorporating yeast concentration and fermentation time as input variables and tempeh quality as the output. Key parameters for each input were defined, and fuzzy rules were applied to predict tempeh quality under varying conditions. Results indicate that a yeast concentration of 30% and a fermentation time of 53 hours yield a quality rating of 6.9, indicating satisfactory tempeh. The fuzzy model proved accurate, with close alignment between predicted and actual results, underscoring fuzzy logic's effectiveness in refining fermentation processes. 

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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 & ...