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Email this article Analysis of Packaging Machine at PT. Dunia Kimia Jaya Gresik Using Overall Equipment Effectiveness and Fault Tree Analysis
Abstract
This study evaluates the effectiveness of a Sodium Metabisulfite (SMBS) packaging machine at PT. DKJ using Overall Equipment Effectiveness (OEE) and Fault Tree Analysis (FTA). OEE was employed to assess machine performance through availability, performance, and quality indicators, while the Six Big Losses framework was used to identify major sources of productivity loss. Furthermore, FTA was applied to determine the root causes of dominant losses affecting machine effectiveness. The study utilized production data, direct observations, interviews, and company records collected from December 2024 to May 2025. The results indicate that the average OEE value of the packaging machine was 63.26%, significantly below the international benchmark of 85%, with low availability and performance as the primary contributors. Six Big Losses analysis revealed that breakdown losses and setup and adjustment losses were the most dominant factors. FTA identified component failure, inadequate preventive maintenance, operator-related errors, and complex setup procedures as the main root causes. This study proposes structured preventive maintenance, operator training, standardized operating procedures, and improved production–material coordination to enhance machine effectiveness and ensure sustainable production performance.
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Y. Nazar, G. Y. Astrini, and A. S. Putri, “Perhitungan dan Analisis Nilai Overall Equipment Effectiveness (OEE) sebagai Upaya Meningkatkan Produktivitas Mesin AJL Toyota JAT810,” J. Tekst., 2023.
A. Rahman and R. Yuniarti, “Pengukuran Overall Equipment Effectiveness (OEE) sebagai Upaya Peningkatan Nilai Efektivitas Mesin Carding,” 2022.
N. Afifah and S. Megantara, “Analisis Overall Equipment Effectiveness (OEE) serta Peningkatan Produktivitas Mesin Pengemasan Primer dengan Pendekatan Total Productive Maintenance (TPM),” 2023.
Tengku Khoirunnisa, Chellcia Mutiara Iwfanka, and Melkisedek Gumi, “A Taguchi-Based Framework for Continuous Quality Improvement in Crude Palm Oil Production ,” J. Ris. Ilmu Tek., vol. 2, no. 3 SE-Articles, pp. 143–154, Dec. 2024, doi: 10.59976/jurit.v2i3.134.
Aldo Dion Selvistre, Viona Yeni, and Putut Keswardi, “Analysis of Prestress Loss and Structural Performance of Box-Type Prestressed Concrete Girders on the Cakung Flyover,” J. Ris. Ilmu Tek., vol. 3, no. 2 SE-Articles, pp. 100–111, Sep. 2025, doi: 10.59976/jurit.v3i2.187.
A. Kurniawan, E. Basuki, R. A. Apriani, B. Putri, R. Aulia, and R. N. Mukarim, “Analisis Menggunakan Metode Overall Equipment Effectiveness (OEE) untuk Meningkatkan Efisiensi Mesin Penggiling di PT Madu Baru,” J. Inf. Technol. Comput. Sci., vol. 6, no. 2, 2023.
R. Mustofa, “Analisis Tingkat Efisiensi Mesin CNC Milling Berdasarkan Nilai Overall Equipment Effectiveness (OEE) dan Six Big Losses,” 2025.
Ikrimah Hilal, Emmy Liona, and Dito Ranova, “Systematic Diagnosis of Quality Defects in Concrete Electricity Poles Through The New Seven Tools,” J. Ris. Ilmu Tek., vol. 2, no. 3 SE-Articles, Dec. 2024, doi: 10.59976/jurit.v2i3.130.
Devi Puspitata Sari, Lei Hou, and Zong Woo Geem, “Backpropagation Neural Network Model for Predicting Spare Parts Demand Under Dynamic Industrial Conditions,” J. Ris. Ilmu Tek., vol. 2, no. 3 SE-Articles, pp. 129–142, Dec. 2024, doi: 10.59976/jurit.v2i3.124.
F. Ayotunde Alaba, Nasiru Yakubu, D. Iwalewa Oluwajana, A. Babafemi, and O. Adewale, “Evaluating Based E-Learning Platforms In Nigerian Higher Education: An SEM-PLS Analysis Based On The Delone And Mclean Model,” J. Ris. Ilmu Tek., vol. 3, no. 1 SE-Articles, pp. 30–43, May 2025, doi: 10.59976/jurit.v3i1.152.
G. P. Suprapto and D. S. Donoriyanto, “Analysis of Product Quality Control Using Fault Tree Analysis (FTA) Method,” 2023.
M. Wijayaningtyas, N. Ilmi, and L. A. R. Winanda, “Occupational Health and Safety Risk Analysis with the Fault Tree Analysis Method,” EDP Sciences, 2024.
T. Kirana and W. Widiasih, “Analisis Perhitungan Overall Equipment Effectiveness (OEE) untuk Meningkatkan Efisiensi Mesin Haloong,” 2024.
A. A. Syakur and A. Arvianto, “Implementasi Total Productive Maintenance Menggunakan Overall Equipment Effectiveness (OEE) dan Six Big Losses Line KLT 600 #3-Alsim PT Tirta Investama Klaten,” 2024.
“Integrating Quality Function Deployment (QFD) in the Hygienic Oil-Draining Tools for MSMEs: A Consumer-Centered Approach”.
A. Musliadin and D. Apriadi, “Route Optimization In Pharmaceutical Distribution Using Savings Matrix And Nearest Neighbor Heuristics: A Simulation-Based Study,” JURIT, vol. 2, no. 1, pp. 26–37, 2024.
A. Fiha, I. Hakim, and F. H. Lubis, “Simulation and Analysis of Production Risk Using Fuzzy Computation and FMEA Method in MATLAB,” JURIT, vol. 2, no. 1, pp. 13–25, 2024.
W. M. Siagian and N. Mardianti, “Peningkatan Kinerja Mesin Manual melalui Penggunaan Metode Overall Equipment Effectiveness (OEE) dan Identifikasi Six Big Losses,” 2024, doi: 10.36040/industri.v14i1.7839.
D. L. Purnamasingrum and A. F. Afdhal, “Analysis of Overall Equipment Effectiveness (OEE) in Determining Productivity in Semi Automatic Semi Solid Filling Machines at PT X,” J. Eduhealth, vol. 14, no. 1, 2023, [Online]. Available: http://ejournal.seaninstitute.or.id/index.php/healt
H. Alif and A. A. Bhat, “Process Improvement in Newspaper Printing through Lean Six Sigma: Waste Analysis and Defect Reduction Strategies,” JURIT, vol. 2, no. 1, pp. 1–12, 2024.
Valentina Febi Gurning, Yance Bernat, Gusman Adiyat, and Viktor Kusri, “Strengthening Institutions and Governance in the Palm Oil Sector for Smallholder Empowerment: A Soft-Structural-Analytical Systems Model,” J. Ris. Ilmu Tek., vol. 3, no. 2 SE-Articles, pp. 68–85, Sep. 2025, doi: 10.59976/jurit.v3i2.181.
Koffi Ahua René, Wim Pelupessy, and Cusi Obediencia, “Hybrid Fuzzy–Eckenrode Model for Quantitative Evaluation of Fermented Cocoa Bean Quality in Ivory Coast,” J. Ris. Ilmu Tek., vol. 3, no. 2 SE-Articles, pp. 86–99, Sep. 2025, doi: 10.59976/jurit.v3i2.200.
Qurratu Ainun, Ferry Irawan Sutisna, Leny Andini, and Irma Kinari, “A Hybrid Exponential Smoothing–DRP– Framework for Sustainable Distribution Optimization in a Traditional Food Rengginang,” J. Ris. Ilmu Tek., vol. 3, no. 2 SE-Articles, pp. 112–124, Sep. 2025, doi: 10.59976/jurit.v3i2.204.
S. Nakajima, Introduction to TPM: Total Productive Maintenance. Productivity Press, 1988.
N. Agung, A. Dahlan, and S. Ningrum, “Application of Rula and Catia V5 in Designing Ergonomic Tools For Cleaning Staff Performance Improvement,” JURIT, vol. 2, no. 1, pp. 38–48, 2024.
Ahmad Saddam Habibullah and Sutan Ali Sianipar, “Sustainable GSM-Based Remote Switching System Using Conventional Mobile Phones Without Microcontroller for Low-Cost Automation Applications,” J. Ris. Ilmu Tek., vol. 2, no. 3 SE-Articles, pp. 155–168, Dec. 2024, doi: 10.59976/jurit.v2i3.145.
F. R. Izzati and D. S. Donoriyanto, “Analysis of Quality Control of PE Plastic Tarpaulin Products with the Fault Tree Analysis (FTA) Method at PT XYZ,” 2025.
I. C. of C. Associations, “Chemical Industry Contributes $5.7 Trillion to Global GDP and Supports 120 Million Jobs, New Report Shows,” 2023.
J. Guritno and A. S. Cahyana, “Seminar Nasional dan Call for Paper Fakultas Sains dan Teknologi,” 2021.
Saswattecha Nantakrit Yodpijit, Somjai Wangrakdiskul, Nattaya Charoensuk, Kanyarat Phromphat, and Chalita Boonmee, “Sustainable Quality Transformation In Agro-Industrial Manufacturing: A Six Sigma–Kaizen Model For Thailand’s Crude Palm Oil Sector,” J. Ris. Ilmu Tek., vol. 3, no. 2 SE-Articles, pp. 125–140, Sep. 2025, doi: 10.59976/jurit.v3i2.195.
Rani Azizi Alatas, Alesa Putri, and Tono Subroto, “Application Of Quality Function Deployment (QFD) Method In Developing Eco-Friendly Cup Holder Design,” J. Ris. Ilmu Tek., vol. 3, no. 1 SE-Articles, pp. 44–55, May 2025, doi: 10.59976/jurit.v3i1.168.
Muhtadin Akbar, Carlos Guterres, and Ana de Araújo, “A Backpropagation-Based Artificial Neural Network Model for Predicting Pharmaceutical Demand,” J. Ris. Ilmu Tek., vol. 3, no. 1 SE-Articles, pp. 1–15, May 2025, doi: 10.59976/jurit.v3i1.155.
D. Andrianto and E. Ismiyah, “Analisis Produktivitas dengan Metode Overall Equipment Effectiveness (OEE) pada Mesin UH-61,” vol. 3, no. 3, 2022.
H. Yang, P. T. Xyz, M. Ariq, N. Fawwaz, and B. Hariono, “Analysis of Total Productive Maintenance Implementation Based on OEE Calculation and Six Big Losses on Seamer Machine at PT XYZ,” vol. 24, no. 2, 2024, doi: 10.25047/jii.v24i2.4658.
S. N. Azizah, T. Putra, and M. Khairani, “Performance Analysis of the Cake Ingredients Supply Chain Integration of SCOR And Fuzzy AHP,” JURIT, vol. 2, no. 1, pp. 49–60, 2024.
M. K. Farichi and H. Murnawan, “Analisis Pengukuran Efektivitas Mesin Packing di Unit 2 Menggunakan Overall Equipment Effectiveness (OEE) dengan Pendekatan Total Productive Maintenance,” 2023.
Akhrizal Awaludin and N. Nazaruddin, “Fuel Distribution Route Optimization Model Based On Hybrid Cheapest Insertion–Tabu Search,” J. Ris. Ilmu Tek., vol. 3, no. 1 SE-Articles, pp. 56–67, May 2025, doi: 10.59976/jurit.v3i1.175.
B. A. and H. Haiban, “Synergistic Effects of Gypsum and Cement on the Geotechnical Properties of Clay Soils: Experimental Evaluation of CBR, UCS, and Compaction Characteristics”.
“A Hybrid Six Sigma DMAIC and Fuzzy-FMEA Framework for Defect Reduction and Quality Enhancement in White Copra Production”.
“Optimizing Hospital Pharmaceutical Warehouse Operations Using Discrete Event Simulation”.
H. Suliantoro, N. Susanto, H. Prastawa, and I. Sihombing, “Penerapan Metode Overall Equipment Effectiveness (OEE) dan Fault Tree Analysis (FTA) untuk Mengukur Efektivitas Mesin Reng,” 2017.
M. A. Lie, “Analisis Efektivitas Mesin Produksi Menggunakan Metode OEE pada Industri Makanan: Studi Kasus di PT Y,” J. Mech. Eng., vol. 2, no. 1, 2025, doi: 10.47134/jme.v2i1.3966.
DOI: http://dx.doi.org/10.24014/sitekin.v23i1.38264
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