Journal of Applied Science, Technology & Humanities
Vol. 1 No. 3 (2024): June 2024

Implementation of Fuzzy Logic in Determining the Acceptance Status of Fresh Milk Based on pH and Density

Ahmad Daffa Naufal Ziddani (IPB University)
Fiqri Nurfadillah (IPB University)
Muhammad Danang Mukti Darmawan (IPB University)
Ester Angeline (IPB University)
Nanda Octavia (IPB University)
Syahla Aqilah (IPB University)
Salsabila Arina Pramudita (IPB University)
Wianda Aghnia Salsabila (IPB University)
Febby Aurellya (IPB University)
Novi Giotta Hutapea (IPB University)
Asochia Naomi Sitohang (IPB University)
Assadel Zhafif Alwaini (IPB University)
Ayu Shakira Nur Riawan (IPB University)
Aqila Asysyakur (Unknown)
Difa Mukmilatul Kautsar (IPB University)
Raisa Fasya (IPB University)
Luluah Sabrina Putri (IPB University)
Mrr Lukie Trianawati (IPB University)



Article Info

Publish Date
02 Jun 2024

Abstract

Fuzzy logic, known as fuzzy set theory, has become widely used to deal with uncertainty in research data processing. Fuzzy logic methods are known for their ease of implementation in machine language environments and their effectiveness in combining machine language representations with humanlanguage with an emphasis on meaning or importance. Fuzzy logic maps input space to output space, and this concept is closely related to dealing with uncertainty in data. In applying fuzzy logic in this study, the variables pH and density of milk are considered inputs whose value ranges are divided into low, medium, and high categories. The result of the fuzzy system is the acceptability state of fresh milk. By applying this method using MATLAB software, the simulation results show that at a milk pH of 6.2 and a specific gravity of 1.0320, the acceptability state of fresh milk is 30. After the defuzzification process and manual calculation, the final result is 29.30~30. From these results, fuzzy logic provides high accuracy to support progressive decision-making. This allows the system to consider the complexity of milk quality criteria that cannot always be measured in a binary way (e.g., good or bad), resulting in more precise and accurate decisions.

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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 & ...