Analisis dan Peningkatan Efektivitas Mesin Produksi Menggunakan Metode Overall Equipment Effectiveness (OEE) dan Failure Mode and Effects Analysis (FMEA) pada PT Alcotraindo Batam

Authors

  • Arif Disa Putra Department of Industrial Engineering, Faculty of Engineering, University of Riau Islands, Jalan Letjend Suprapto, Bukit Tempayan, Riau Islands, 29425
  • Hery Irwan Department of Industrial Engineering, Faculty of Engineering, University of Riau Islands, Jalan Letjend Suprapto, Bukit Tempayan, Riau Islands, 29425

DOI:

https://doi.org/10.38035/gijes.v4i2.998

Keywords:

Overall Equipment Effectiveness (OEE), Failure Mode and Effects Analysis (FMEA), Machine Effectiveness, Productivity, Manufacturing Industry

Abstract

In the manufacturing industry, machine effectiveness plays a crucial role in achieving production targets, maintaining product quality, and improving operational efficiency. PT Alcotraindo Batam, as a manufacturing company, relies heavily on production machines to support its operational activities. However, machine downtime, performance losses, and equipment failures can reduce productivity and hinder the achievement of production objectives. Therefore, this study aims to analyze the effectiveness of production machines using the Overall Equipment Effectiveness (OEE) method and identify critical failure factors using Failure Mode and Effects Analysis (FMEA). This research employed a quantitative descriptive approach using production data, machine downtime records, maintenance reports, and quality data collected over a six-month observation period. The OEE analysis showed that the average machine effectiveness value was 76.40%, which is below the world-class standard of 85%. The average Availability Rate, Performance Rate, and Quality Rate were 88.32%, 88.00%, and 98.30%, respectively. Furthermore, the Six Big Losses analysis revealed that Equipment Failure Losses were the largest contributor to productivity losses, accounting for 35.14% of total losses. The FMEA results indicated that conveyor motor overheating was the most critical failure mode, with the highest Risk Priority Number (RPN) value of 320, followed by sensor malfunction (245) and roller wear (210). Based on these findings, several improvement strategies are recommended, including strengthening preventive maintenance programs, conducting routine inspections of critical components, enhancing operator training, and improving machine monitoring systems. The integration of OEE and FMEA proved effective in identifying machine performance losses and determining improvement priorities. The implementation of these recommendations is expected to increase machine effectiveness, reduce downtime, and improve overall production productivity at PT Alcotraindo Batam.

References

Akturk, M. S., Ketzenberg, M., & Heim, G. R. (2018). Assessing impacts of introducing ship-to-store service on sales and returns in omnichannel retailing: A data analytics study. Journal of Operations Management, 61(1), 15–45. https://doi.org/10.1016/j.jom.2018.06.004

Gupta, P., & Vardhan, S. (2016). Optimizing OEE, productivity and production cost for improving sales volume in an automobile industry through TPM: A case study. International Journal of Production Research, 54(10), 2976–2988. https://doi.org/10.1080/00207543.2015.1076192

Liu, H. C., Liu, L., & Liu, N. (2013). Risk evaluation approaches in failure mode and effects analysis: A literature review. Expert Systems with Applications, 40(2), 828–838. https://doi.org/10.1016/j.eswa.2012.08.010

Muchiri, P., & Pintelon, L. (2008). Performance measurement using overall equipment effectiveness (OEE): Literature review and practical application discussion. International Journal of Production Research, 46(13), 3517–3535. https://doi.org/10.1080/00207540601142645

Nakajima, S. (1988). Introduction to TPM: Total productive maintenance. Productivity Press.

Prabowo, H. A., Setiawan, H., & Nugroho, S. (2021). Analysis of machine effectiveness using Overall Equipment Effectiveness (OEE) and Failure Mode and Effects Analysis (FMEA) methods in manufacturing industry. Journal of Industrial Engineering and Management Research, 2(5), 120–130.

Stamatis, D. H. (2003). Failure mode and effect analysis: FMEA from theory to execution (2nd ed.). ASQ Quality Press.

Wireman, T. (2004). Total productive maintenance (2nd ed.). Industrial Press.

Borris, S. (2006). Total productive maintenance. McGraw-Hill Professional.

Blanchard, B. S. (2004). Logistics engineering and management (6th ed.). Pearson Prentice Hall.

Heizer, J., Render, B., & Munson, C. (2020). Operations management: Sustainability and supply chain management (13th ed.). Pearson.

Mobley, R. K. (2002). An introduction to predictive maintenance (2nd ed.). Butterworth-Heinemann.

Montgomery, D. C. (2020). Introduction to statistical quality control (8th ed.). John Wiley & Sons.

Assauri, S. (2016). Manajemen operasi produksi: Pencapaian sasaran organisasi berkesinambungan (3rd ed.). Rajawali Pers.

Gaspersz, V. (2018). Total quality management. Gramedia Pustaka Utama.

Sutalaksana, I. Z., Anggawisastra, R., & Tjakraatmadja, J. H. (2006). Teknik tata cara kerja. Institut Teknologi Bandung.

Wignjosoebroto, S. (2008). Ergonomi: Studi gerak dan waktu. Guna Widya.

Jay Heizer, Barry Render, & Chuck Munson. (2020). Operations management: Sustainability and supply chain management (13th ed.). Pearson Education.

Moubray, J. (1997). Reliability-centered maintenance (2nd ed.). Butterworth-Heinemann.

Smith, A. M., & Hinchcliffe, G. R. (2004). RCM—Gateway to world class maintenance. Elsevier Butterworth-Heinemann.

Corder, A. S., & Hadi, K. (1992). Teknik manajemen pemeliharaan. Erlangga.

Kurniawan, F. (2013). Manajemen perawatan industri: Teknik dan aplikasi implementasi total productive maintenance (TPM), preventive maintenance, dan reliability centered maintenance (RCM). Graha Ilmu.

Sugiyono. (2023). Metode penelitian kuantitatif, kualitatif, dan R&D (edisi terbaru). Alfabeta.

Creswell, J. W., & Creswell, J. D. (2018). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). SAGE Publications.

Sekaran, U., & Bougie, R. (2019). Research methods for business: A skill-building approach (8th ed.). John Wiley & Sons.

Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019). Multivariate data analysis (8th ed.). Cengage Learning.

Published

2026-06-14

How to Cite

Putra, A. D., & Irwan, H. (2026). Analisis dan Peningkatan Efektivitas Mesin Produksi Menggunakan Metode Overall Equipment Effectiveness (OEE) dan Failure Mode and Effects Analysis (FMEA) pada PT Alcotraindo Batam. Greenation International Journal of Engineering Science, 4(2), 97–106. https://doi.org/10.38035/gijes.v4i2.998