Optimasi Parameter Proses Pemanggangan Roti Manis Menggunakan Metode Taguchi pada Skala UKM
Optimization of Sweet Bread Baking Parameters Using the Taguchi Method in SMEs
DOI:
https://doi.org/10.25047/jofe.v5i1.6836Keywords:
optimasi, pemanggangan, roti manis, taguchiAbstract
Industri pangan skala kecil dan menengah (UKM) seringkali menghadapi kendala dalam menjaga konsistensi mutu produk akibat. Hal tersebut disebabkan karena belum adanya sistem optimasi proses yang terstandar. Penelitian ini bertujuan untuk mengatasi masalah tersebut dengan menerapkan metode Taguchi L9(32) guna mengoptimalkan parameter kualitas roti manis secara efisien. Fokus penelitian ini terdiri dari dua faktor, yaitu suhu pemanggangan (1600C, 1800C, 2000C) dan waktu pemanggangan (10, 15, 20 menit). Respons yang diamati antara lain kadar air, kadar abu, dan tekstur. Berdasarkan hasil analisis rasio Signal-to-Noise (S/N) dan ANOVA, ditemukan bahwa parameter pemanggangan roti manis yang optimal tercapai pada suhu 1800C selama 10 menit. Hasil statistik menunjukkan bahwa waktu pemanggangan memberikan kontribusi dominan (55,9%) terhadap variabilitas kadar air, dan tekstur (79,1%). Sedangkan kadar abu sangat dipengaruhi oleh variabel suhu (74,1%). Validasi eksperimen menunjukkan hasil akurasi yang tinggi dengan margin kesalahan di bawah 2% dan stabilitas protokol yang sangat baik. Implementasi proses pemanggangan roti manis yang optimal ini mampu menekan angka kecacatan produk menjadi 1,2% dan mengurangi konsumsi energi sebesar 12%. Efektivitas desain eksperimen untuk standarisasi mutu sangat menentukan tingkat dan peningkatan produktivitas pada operasional UKM pangan.References
Alifin, Fakhri Ikhwanul, Rana Ardila Rahma, Ikhwanussafa Sadidan, and Risma Fitriani. 2023. “Quality Improvement of Food Products Using Taguchi Method: A Study in a Bread Product SME.” Operations Excellence: Journal of Applied Industrial Engineering 15(2):121. doi:10.22441/oe.2023.v15.i2.078.
Anderson, Mark J., and Patrick J. Whitcomb. 2017. DOE Simplified: Practical Tools for Effective Experimentation. 3rd ed. Productivity Press.
Baker, Monya. 2016. “1,500 Scientists Lift the Lid on Reproducibility.” Nature 533(7604):452–54. doi:10.1038/533452a.
Chen, Weijun, Hoi Tung Chiu, Ziqian Feng, Evelyne Maes, and Luca Serventi. 2021. “Effect of Spray-Drying and Freeze-Drying on the Composition, Physical Properties, and Sensory Quality of Pea Processing Water (Liluva).” Foods 10(6):1401. doi:10.3390/foods10061401.
Chung, Pei-Ling, Ean-Tun Liaw, Mohsen Gavahian, and Ho-Hsien Chen. 2020. “Development and Optimization of Djulis Sourdough Bread Using Taguchi Grey Relational Analysis.” Foods 9(9):1149. doi:10.3390/foods9091149.
Devi Dwi Siskawardani, Warkoyo Warkoyo, and Jumpen Onthong. 2021. “Sweet Bread Chemical Properties Optimalization Based on Baking Temperature and Duration.” Canrea Journal: Food Technology, Nutritions, and Culinary Journal 1–7. doi:10.20956/canrea.v4i1.416.
Goodman, Steven N., Daniele Fanelli, and John P. A. Ioannidis. 2016. “What Does Research Reproducibility Mean?” Science Translational Medicine 8(341). doi:10.1126/scitranslmed.aaf5027.
Hirte, Anita, Rob J. Hamer, Marcel B. J. Meinders, and Cristina Primo-Martín. 2010. “Permeability of Crust Is Key to Crispness Retention.” Journal of Cereal Science 52(2):129–35. doi:10.1016/j.jcs.2010.04.004.
Horwitz, W., and G. W. Latimer. 2005. “Official Methods of Analysis of AOAC International. 18th edGaithersburg.” AOAC International: Rockville, MD, USA.
Jekle, Mario, Andreas Fuchs, and Thomas Becker. 2018. “A Normalized Texture Profile Analysis Approach to Evaluate Firming Kinetics of Bread Crumbs Independent from Its Initial Texture.” Journal of Cereal Science 81:147–52. doi:10.1016/j.jcs.2018.04.007.
Nalbant, M., H. Gökkaya, and G. Sur. 2007. “Application of Taguchi Method in the Optimization of Cutting Parameters for Surface Roughness in Turning.” Materials & Design 28(4):1379–85. doi:10.1016/j.matdes.2006.01.008.
Park, Sung H., and Jiju Antony. 2026. Robust Design for Quality Engineering and Six Sigma. 2nd ed. WORLD SCIENTIFIC.
S. C. Nwanya and B. C. Okonkwo. 2018. “Determination of Optimal Temperature, Blend Ratio and Plasticity Properties of Composite Bread Product Using Response Surface Methodology.” Journal of Energy and Power Engineering 12(8). doi:10.17265/1934-8975/2018.08.002.
Sammartano, Antonino, Silvia Migliari, Giulio Serreli, Maura Scarlattei, Giorgio Baldari, and Livia Ruffini. 2023. “Validation of the HPLC Analytical Method for the Determination of Chemical and Radiochemical Purity of Ga-68-DOTATATE.” Indian Journal of Nuclear Medicine 38(1):1–7. doi:10.4103/ijnm.ijnm_11_22.
Taguchi, Genichi, Subir Chowdhury, and Yuin Wu. 2004. Taguchi’s Quality Engineering Handbook. 1st ed. Wiley.
Zhang, Qi, Pei Liu, Yanhong Ma, Yuhua Diao, Ying Gu, and Xuejing Fan. 2025. “Research Progress on Generation, Detection and Control of Hazards in Baked Foods during Thermal Processing.” Food Chemistry: X 32:103252. doi:10.1016/j.fochx.2025.103252.
Zhang, Yuting, Xiaorong Liu, Junbo Yu, Yang Fu, Xiangjun Liu, Ku Li, Dongfang Yan, Francisco J. Barba, Emlia Ferrer, Xuedong Wang, and Jianjun Zhou. 2024. “Effects of Wheat Oligopeptide on the Baking and Retrogradation Properties of Bread Rolls: Evaluation of Crumb Hardness, Moisture Content, and Starch Crystallization.” Foods 13(3):397. doi:10.3390/foods13030397.
Zhu, Jinxing, Yuan Liu, Chuanhe Zhu, and Min Wei. 2022. “Effects of Different Drying Methods on the Physical Properties and Sensory Characteristics of Apple Chip Snacks.” LWT 154:112829. doi:10.1016/j.lwt.2021.112829.
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Annisa'u Choirun, Resti Pranata Putri, Lisna Dwi Lestari

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






