Desain Model Pengendalian Kualitas produk Radiator berbasis Six Sigma dan Acceptance Sampling

  • Paduloh Paduloh Universitas Bhayangkara Jakarta Raya
  • Akbar Adjie Pratama Universitas Bhayangkara Jakarta Raya
  • Annisa Ayu Salsabila Universitas Negeri Malang

Abstract

PT KJI is a manufacturing company engaged in the production of car radiators. The quality of the products is the main focus to meet customer standards. The company faces a high Defect rate that exceeds the tolerance limit of 3%, affecting both process efficiency and customer satisfaction. This study aims to identify the root causes of product defects, calculate the sigma level, and design improvements to reduce the defect rate. The Six Sigma method with a DMAIC approach is used to analyse and control the quality of the production process, supported by the application of acceptance sampling based on AQL standards. The analysis covers the production process, inspection systems, and machine maintenance conditions. It was found that the lack of inspection on incoming materials and finished products, as well as irregular maintenance schedules, are the main factors contributing to the high defect rate. Proposed improvements include enhancing inspections of incoming and outgoing products according to AQL and implementing a more consistent machine maintenance schedule. After the implementation of the proposed improvements, there was a significant reduction in the number of Cacative products. The average sigma level increased from 3.8 to 4.7. This improvement had a positive impact on product quality, production process efficiency, and the reliability of the quality control system at PT KJI.

Keywords: Quality Control, Six Sigma, Acceptance Sampling

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References

Chang, M. C., Faruqui, S. H. A., Alaeddini, A., & Wan, H. Da. (2024). Evaluation and improvement of student learning experience in the post-COVID world: A lean six-sigma DMAIC study. International Journal of Mechanical Engineering Education, 52(3), 315–335. https://doi.org/10.1177/03064190231192853

Esmaili, H., Bornak, R., Shahrokhi, A., & Jadidi, H. (2024). Improving production efficiency by implementing DMAIC phases on the Six Sigma method : a case study on the oil industry. 15(4), 1–26.

Fayomi, A., & Khan, K. (2024). A group acceptance sampling plan for ‘Another Generalized Transmuted-Exponential Distribution’ based on truncated lifetimes. Quality and Reliability Engineering International, 40(1), 145–153. https://doi.org/10.1002/qre.3246

Hussain, N., Tahir, M. H., Jamal, F., Ameeq, M., Shafiq, S., & Mendy, J. T. (2024). An acceptance sampling plan for the odd exponential-logarithmic Fréchet distribution: applications to quality control data. Cogent Engineering, 11(1). https://doi.org/10.1080/23311916.2024.2304497

Imansuri, F., Chayatunnufus, T., Safril, S., Sumasto, F., Purwojatmiko, B. H., & Salati, D. (2024). Reducing Cacats Using DMAIC Methodology in an Automotive Industry. Spektrum Industri, 22(1), 1–13. https://doi.org/10.12928/si.v22i1.171

Inah, O. I., Ofem, M. I., Abam, F. I., Effiom, S. O., & Jimmy, O. O. (2025). Trend and Causative Factors of Road Traffic Crashes in Nigeria: A Six Sigma (DMAIC) Approach. Journal of Road Safety, 36(1), 53–65. https://doi.org/10.33492/JRS-D-25-1-2460893

Krisnaningsih, E., & Hadi, F. (2020). Strategi Mengurangi Produk Cacat Pada Pengecatan Boiler Steel Structure Dengan Metode Six Sigma Di Pt. Cigading Habeam Center. Jurnal Intent: Jurnal Industri Dan Teknologi Terpadu, 3(1), 11–24. https://doi.org/10.47080/intent.v3i1.796

Mahardhika, S. E., & Al-Faritsy, A. Z. (2023). Meminimalisir Produk Cacat Pada Produksi Batik Cap Menggunakan Penerapan Metode Six Sigma Dan Kaizen. Jurnal Teknik Industri: Jurnal Hasil Penelitian Dan Karya Ilmiah Dalam Bidang Teknik Industri, 9(2), 464. https://doi.org/10.24014/jti.v9i2.23442

Management, I. E. (2025). for Enhanced Product Consistency and Quality in the Field of. 5(1), 37–51.

Mohan Kumar, T. S., Joladarashi, S., & Kulkarni, S. M. (2025). Comprehensive review of modeling and material selection for hybrid sandwich composites for ballistic impact application using Six Sigma DMAIC methodology. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 239(10), 3703–3724. https://doi.org/10.1177/09544062251315327

Pongboonchai-Empl, T., Antony, J., Garza-Reyes, J. A., Komkowski, T., & Tortorella, G. L. (2024). Integration of Industry 4.0 technologies into Lean Six Sigma DMAIC: a systematic review. Production Planning and Control, 35(12), 1403–1428. https://doi.org/10.1080/09537287.2023.2188496

Pongboonchai-Empl, T., Antony, J., Garza-Reyes, J. A., Tortorella, G. L., Komkowski, T., & Stemann, D. (2025). DMAIC 4.0 - innovating the Lean Six Sigma methodology with Industry 4.0 technologies. Production Planning and Control, 0(0), 1–22. https://doi.org/10.1080/09537287.2025.2477724

Saad, S., Bahadori, R., Khamkham, M., & Adi, K. (2024). the Impact of the Digital Era on the Implementation of the Traditional Six-Sigma Dmaic- a New Dmaise Cycle Development. International Journal of Industrial Engineering : Theory Applications and Practice, 31(1), 84–100. https://doi.org/10.23055/ijietap.2024.31.1.9383

Study, C., Craft, R., & Plant, B. (2025). Integrating DMAIC Six Sigma for Systematic Cacat Analysis and Quality Improvement in Manufacturing. 11(1), 44–55.

Tannady, H., & Jiddan, F. (2024). The Application of Six Sigma Framework (Define-Measure-Analyse-Improve-Control) to Improve Product Quality in Water Dispenser Manufacturing Company. Jurnal Sistim Informasi Dan Teknologi, 6, 7–12. https://doi.org/10.60083/jsisfotek.v6i1.339

Trubetskaya, A., Ryan, A., Powell, D. J., & Moore, C. (2023). Utilising a hybrid DMAIC/TAM model to optimise annual maintenance shutdown performance in the dairy industry: a case study. International Journal of Lean Six Sigma, 15(8), 70–92. https://doi.org/10.1108/IJLSS-05-2023-0083

Zulkhulaifah, J. A., & Apriliani, F. (2024). Penerapan Six Sigma dan Metode Define, Measure, Analyze, Improve, Control (DMAIC) untuk Analisis Green Tyre Shortage di PT Merpati Putih. Factory Jurnal Industri, Manajemen Dan Rekayasa Sistem Industri, 2(3), 119–133. https://doi.org/10.56211/factory.v2i3.495

Published
2025-06-30
How to Cite
Paduloh, P., Pratama, A. A., & Salsabila, A. A. (2025). Desain Model Pengendalian Kualitas produk Radiator berbasis Six Sigma dan Acceptance Sampling. Jurnal Teknik, 23(1), 154-171. https://doi.org/10.37031/jt.v23i1.633
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