Analisis logika Fuzzy Sugeno dan Pengambilan Keputusan untuk meningkatkan produksi roti manis pada Tandi’s Homemade Bakery

Authors

  • Frea Marva Zerlinda IPB University
  • Muhammad Zulfa Zaidan IPB University
  • Nur Akifah IPB University
  • Safira Putri Devrida IPB University
  • Helsan Davidson Sinaga IPB University

DOI:

https://doi.org/10.31004/jutin.v7i4.37688

Keywords:

Logika Fuzzy Sugeno, Analytical Hierarcy Process (AHP), Produksi Roti, Pengambilan Keputusan

Abstract

Tandi’s Homemade Bakery, a small-medium enterprise, faces challenges in improving the quality and quantity of its sweet bread production, particularly in optimizing the production process and determining effective strategies. This study aims to analyze decision-making using the Fuzzy Sugeno Logic and Analytical Hierarchy Process methods as approaches to support production enhancement. The Fuzzy Sugeno method is applied to evaluate bread maturity levels based on parameters such as dough kneading time of 43 minutes, baking temperature of 173 degrees Celsius, and baking time of 60 minutes, with the goal of identifying optimal conditions to achieve high-quality bread. Meanwhile, the Analytical Hierarchy Process method is employed to establish alternative strategies for production improvement by analyzing criteria such as product quality, raw material efficiency, and operational costs. The findings suggest that integrating Fuzzy Sugeno and Analytical Hierarchy Process methods can provide structured planning recommendations, supporting Tandi’s Homemade Bakery in making informed decisions to enhance sweet bread production with superior quality. 

References

Alta?, ?. H. (2024). Fuzzy Logic Control in Energy Systems, 2nd Edition (Second). The Institution of Engineering and Technology, London, United Kingdom.

Arini, A. P., Maulana, Y. A., Pranajelita, Y., & Sari, A. P. (2023). Prediksi Rekomendasi Restoran dengan Metode Fuzzy. Seminar Nasional Informatika Bela Negara (SANTIKA), 3, 71–78.

Arni, S., Yahya, K., Umar, H., Merdewiningsi, A., & Aziz, F. (2023). SISTEM PENDUKUNG KEPUTUSAN PEMBERIAN KREDIT MOBIL DENGAN METODE ANALYTICAL HIERARCHY PROCESS (AHP) PADA PT. ASTRA INTERNATIONAL TBK ISUZU MAKASSAR BRANCH. Advances in Computer System Innovation Journal, 1(1), 17–36.

Benzaouia, A., & Hajjaji, A. El. (2014). Advanced Takagi-Sugeno Fuzzy Systems (Vol. 8). Springer. https://doi.org/10.1007/978-3-319-05639-5

Chandra, N., & Ratnamurni, E. D. (2022). Pengendalian Kualitas Produk Tahu dengan Metode Analytical Hierarchy Process (AHP). INOBIS: Jurnal Inovasi Bisnis dan Manajemen Indonesia, 5(3), 369–383.

Cristian, A., Nurcahyo, W., & Faizah, N. (2024). Aplikasi Penjualan Mobil Berbasis Web pada PT KIA Mobil Dinamika Cabang Bintaro dengan Metode Analytical Hierarchy Process (AHP). Computer Journal, 2(2), 71–82. https://doi.org/10.58477/cj.v2i2.171

Fawait, A. B., & Rahmah, S. (2024). KLIK: Kajian Ilmiah Informatika dan Komputer Pengambilan Keputusan Penentuan Target Promosi Universitas menggunakan metode Analytical Hierarchy Process. Media Online, 4(5), 2607–2615. https://doi.org/10.30865/klik.v4i5.1811

Husain, H., Yustitya Gobel, C., Puspa, M. A., & Penulis, E. (2024). Penerapan Metode Analytical Hierarchy Process Untuk Seleksi Usaha Penangkapan Ikan Komoditas Unggulan. Media Online), 5(1), 222–229. https://doi.org/10.30865/klik.v5i1.2032

Jain, A., & Sharma, A. (2020). MEMBERSHIP FUNCTION FORMULATION METHODS FOR FUZZY LOGIC SYSTEMS: A COMPREHENSIVE REVIEW. 7(19), 2020.

Mahrani, S. W., Subroto, D. E., Sono, Moh. G., Titop, H., & Tukiyo. (2023). Model Evaluasi Kinerja Sekolah Dasar Guru Menggunakan Proses Hierarki Analitis. Jurnal Mantik, 6(4).

Maryam, S., Bu’ulolo, E., & Hatmi, E. (2021). Penerapan Metode Fuzzy Mamdani dan Fuzzy Tsukamoto Dalam Menentukan Harga Mobil Bekas. Journal of Informatics, Electrical and Electronics Engineering, 1(1), 10–14. https://djournals.com/jieee

Mu, E., & Pereyra-Rojas, M. (2017). Practical Decision Making An Introduction to the Analytic Hierarchy Process (AHP) Using Super Decisions v2. Springer Nature. https://doi.org/10.1007/978-3-319-33861-3

Mu, E., & Pereyra-Rojas, M. (2018). Practical Decision Making using Super Decisions v3. Springer International Publishing. https://doi.org/10.1007/978-3-319-68369-0

Pratama, M. F., Purba, T. A. F., Oktaviansyah, A. R., & Andani, S. R. (2024). Penerapan Logika Fuzzy Untuk Menentukan Harga Mobil Keluarga Menggunakan Metode Sugeno. Jurnal JPILKOM (Jurnal Penelitian Ilmu Komputer), 2(2), 3025–6887. https://jpilkom.org

Purnama, A., & Amanda. (2022). IKRAM: Jurnal Ilmu Komputer Al Muslim Pemberian Kredit Kendaraan Bermotor Menggunakan Metode Fuzzy Logic Sugeno Pada PT. Bintang Mandiri Finance Bekasi. IKRAM: Jurnal Ilmu Komputer Al Muslim, 1(1), 9–19.

Santosa, S. H., Hidayat, A. P., & Siskandar, R. (2021). Safea application design on determining the optimal order quantity of chicken eggs based on fuzzy logic. IAES International Journal of Artificial Intelligence, 10(4), 858–871. https://doi.org/10.11591/ijai.v10.i4.pp858-871

Santosa, S. H., Hidayat, A. P., & Siskandar, R. (2022). Raw material planning for tapioca flour production based on fuzzy logic approach: a case study. Jurnal Sistem dan Manajemen Industri, 6(1), 67–76. https://doi.org/10.30656/jsmi.v6i1.4594

Santosa, S. H., Irawan, S., & Ardani, I. (2021). Determination of Overall Equipment Efectiveness Superflex Machine Using Fuzzy Approach. International Journal of Artificial Intelligence Research, 4(2). https://doi.org/10.29099/ijair.v4i2.142

Sihombing, F. A. (2024). Kajian Fuzzy Metode Mamdani dan Fuzzy Metode Sugeno serta Implementasinya. INNOVATIVE: Journal Of Social Science Research, 4(4), 4940–4955. https://j-innovative.org/index.php/Innovative

Slamet, A. H. H., Wahyudi, D., & Albaab, M. R. U. (2023). Analisis Potensi Kondisi Tanah Di Kabupaten Blitar Dalam Menunjang Budidaya Padi Sawah Menggunakan Analytical Hierarchy Process. INNOVATIVE: Journal Of Social Science Research, 3(5), 804–813.

Susanti, L. (2022). ANALISIS KEPUASAN PELANGGAN TERHADAP KUALITAS PRODUK DAN PELAYANAN DENGAN MENGGUNAKAN KOMPARASI FUZZY INFERENCE SYSTEM. Jurnal Sosial dan Teknologi (SOSTECH), 2(4), 378–386.

Wicaksana, A. P., Hastono, T., & Solikhah, M. S. (2024). APPLICATION OF FUZZY LOGIC OF THE SUGENO METHOD TO DETERMINE THE AMOUNT OF PRODUCTION OF DRY POTATO SAMBAL. JTH: Journal of Technology and Health, 2(1), 1–10. https://fahruddin.org/index.php/jth

Yunan, A., & Ali, M. (2020). Study and Implementation of the Fuzzy Mamdani and Sugeno Methods in Decision Making on Selection of Outstanding Students at the South Aceh Polytechnic. Jurnal Inotera, 5(2), 152–164. https://doi.org/10.31572/inotera.vol5.iss2.2020.id127

Downloads

Published

2024-10-15

How to Cite

Zerlinda, F. M., Zaidan, M. Z. ., Akifah, N. ., Devrida, S. P. ., & Sinaga, H. D. . (2024). Analisis logika Fuzzy Sugeno dan Pengambilan Keputusan untuk meningkatkan produksi roti manis pada Tandi’s Homemade Bakery . Jurnal Teknik Industri Terintegrasi (JUTIN), 7(4), 2539–2551. https://doi.org/10.31004/jutin.v7i4.37688

Issue

Vol. 7 No. 4 (2024): October

Section

Articles of Research

License

Copyright (c) 2024 Frea Marva Zerlinda, Muhammad Zulfa Zaidan, Nur Akifah, Safira Putri Devrida, Helsan Davidson Sinaga

Creative Commons License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.