Effectiveness Analysis of Granulator Machine Using OEE and FTA at NPK Phonska I PT Petrokimia Gresik

Mochammad Ega Hendrawan, Mohammad Jufriyanto

Abstract


This study aims to evaluate and improve the effectiveness of the granulator machine at the NPK Phonska I Plant of PT Petrokimia Gresik through an integrated Overall Equipment Effectiveness (OEE) and Fault Tree Analysis (FTA) approach. The granulator machine frequently fails to achieve the 2024 production target of 37,500 tons per month due to high downtime (89.24 hours/month) and defective products reaching 17,847 tons annually. The research applies OEE to calculate availability, performance efficiency, and quality rate, followed by Six Big Losses classification and FTA to determine the fundamental causes of machine underperformance. The findings show that the average OEE is 62.1%, significantly below the world-class benchmark of 85%, with the largest losses coming from equipment failure (49.00%) and reduced speed losses (37.75%). The novelty of this research lies in the integration of OEE–FTA with additional correlation analysis between downtime and defect ratios and the identification of heat-related and material-variability effects specific to fertilizer granulation. Scientifically, this study contributes a structured improvement framework tailored for the national fertilizer industry, offering evidence-based maintenance strategies and operational insights to support the company’s effort in achieving world-class machine effectiveness.


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References


J. Chang and W. Kosasih, “Analisis Six Big Losses pada Mesin High Speed Blender di Perusahaan Produksi Tepung,” 2023.

P. Suwardiyanto, D. Siregar, and D. Umar, “Analisis Perhitungan OEE dan Penentuan Six Big Losses pada Mesin Spot Welding Tipe X,” 2023.

M. M. Zulfatri, J. Alhilman, and F. T. D. Atmaji, “Pengukuran Efektivitas Mesin Menggunakan Metode Overall Equipment Effectiveness (OEE) dan Overall Resource Effectiveness (ORE) pada Mesin PL1250 di PT XYZ,” JISI J. Integr. Sist. Ind., vol. 7, no. 2, pp. 123–131, 2020, doi: 10.24853/jisi.7.2.123-131.

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.

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.

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.

“A Hybrid Six Sigma DMAIC and Fuzzy-FMEA Framework for Defect Reduction and Quality Enhancement in White Copra Production”.

J. Guritno and A. S. Cahyana, “Seminar Nasional dan Call for Paper Fakultas Sains dan Teknologi,” 2021.

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.

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. Wijayaningtyas, N. Ilmi, and L. A. R. Winanda, “Occupational Health and Safety Risk Analysis with the Fault Tree Analysis Method,” EDP Sciences, 2024.

G. P. Suprapto and D. S. Donoriyanto, “Analysis of Product Quality Control Using Fault Tree Analysis (FTA) Method,” 2023.

R. Mustofa, “Analisis Tingkat Efisiensi Mesin CNC Milling Berdasarkan Nilai Overall Equipment Effectiveness (OEE) dan Six Big Losses,” 2025.

“Decision Support System Model for PPPK Teacher Selection Using the AHP Method”.

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”.

S. N. Azizah, T. Putra, and M. Khairani, “Performance Analysis of Cake Ingredients Supply Chain Integration Using SCOR and Fuzzy AHP,” JURIT, vol. 2, no. 1, pp. 49–60, 2024.

Vivi Zibade Mutiara and Erik Halomoan Syah, “Forecasting–Inventory Optimization Model: Integrating Exponential Smoothing with Min–Max and Blanket Order Systems For SMEs ,” J. Ris. Ilmu Tek., vol. 2, no. 3 SE-Articles, pp. 187–197, Dec. 2024, doi: 10.59976/jurit.v2i3.140.

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.

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

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.

“Optimizing Hospital Pharmaceutical Warehouse Operations Using Discrete Event Simulation”.

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.

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.

“Integrating Quality Function Deployment (QFD) in the Hygienic Oil-Draining Tools for MSMEs: A Consumer-Centered Approach”.

T. Kirana and W. Widiasih, “Analisis Perhitungan Overall Equipment Effectiveness (OEE) untuk Meningkatkan Efisiensi Mesin Haloong,” 2024.

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.

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.

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.

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.

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.

O. T. Ahdiyat and Y. A. Nugroho, “Analisis Kinerja Mesin Bandsaw Menggunakan Metode Overall Equipment Effectiveness (OEE) dan Six Big Losses pada PT Quartindo Sejati Furnitama,” 2022, [Online]. Available: http://bajangjournal.com/index.php/JCI

L. Putri Hesti and A. E. Nugraha, “Analisis Komponen Kritis Mesin Bubut Underfloor Menggunakan Metode Failure Mode and Effect Analysis dan Fault Tree Analysis,” vol. 8, no. 3, 2023.

D. I. Sukma, H. A. Prabowo, I. Setiawan, H. Kurnia, and I. M. Fahturizal, “Implementation of Total Productive Maintenance to Improve Overall Equipment Effectiveness of Linear Accelerator Synergy Platform Cancer Therapy,” Int. J. Eng. Trans. A Basics, vol. 35, no. 7, pp. 1246–1256, 2022, doi: 10.5829/ije.2022.35.07a.04.

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.

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.

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.

S. L. Fuadiya and E. P. Widjajati, “Analysis of SAG Mill Machine Performance Using Overall Equipment Effectiveness and Failure Mode and Effects Analysis Method,” Int. J. Ind. Optim., vol. 3, no. 2, pp. 141–153, 2022, doi: 10.12928/ijio.v3i2.6701.

J. Bayesian, “Analisis Overall Equipment Effectiveness (OEE) dan Six Big Losses pada Mesin Washing Vial di PT XYZ,” 2022, doi: 10.46306/bay.v2i1.

D. Wibisono, “Analisis Overall Equipment Effectiveness (OEE) dalam Meminimalisasi Six Big Losses pada Mesin Bubut (Studi Kasus di Pabrik Parts PT XYZ),” J. Optimasi Tek. Ind., vol. 3, no. 1, pp. 7–13, 2021.

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.

Mark Anthony Eduardo, Emilio Carlojay, Tonieli Jomaric, and Angelo Ramirez, “Experimental Analysis of the Effect of Valve Clearance Variations on the Performance and Emissions of Suzuki G15A Gasoline Engines in the Philippines,” J. Ris. Ilmu Tek., vol. 3, no. 1 SE-Articles, pp. 16–29, May 2025, doi: 10.59976/jurit.v3i1.162.

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.

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. Nakajima, Introduction to TPM: Total Productive Maintenance. Productivity Press, 1988.

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.

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.

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.

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.




DOI: http://dx.doi.org/10.24014/sitekin.v23i1.38252

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