OPTIMASI PROSES PRODUKSI KERAMIK LANTAI 60X60 GRANITE MENGGUNAKAN METODE LEAN SIX SIGMA DI PABRIK KERAMIK TANGERANG
Abstract
The main objective of this study is to identify and reduce product defects occurring during the production process. Data was collected from January to December 2023, with an initial defect rate of 8.65%, equivalent to 86,500 defects per million opportunities (DPMO). Through the application of the Lean Six Sigma method, the defect rate was successfully reduced to 6.16%, or 61,600 DPMO. The initial Sigma level was 3.82 and increased to 4.10 after improvements. This approach involves several key stages: Define, Measure, Analyze, Improve, and Control (DMAIC). In the Define stage, the problem is clearly defined, including identifying the most frequent types of defects such as cracks, surface blemishes, and size variations. In the Measure stage, data is collected and analyzed to identify problematic areas, using statistical tools like histograms, Pareto charts, and control charts. In the Analyze stage, an in-depth analysis is conducted to find the root causes of defects through methods like the 5 Why's and fishbone diagram. In the Improve stage, solutions are implemented to address the root causes, such as adjusting machine parameters, retraining employees, and enhancing raw material quality. In the Control stage, steps are taken to ensure that the improvements made can be sustained in the long term by implementing regular monitoring procedures and quality audits.
Keywords : Lean Six Sigma, Product Defect, Production Process, Quality Product, DMAIC, Floor Tile.
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Adrianto, W., & Kholil, M. (2016). Analisis Penerapan Lean Production Process Untuk Mengurangi Lead Time Process Perawatan Engine (Studi Kasus Pt.GMF Aeroasia).Jurnal Optimasi Sistem Industri, 14(2).
Alawiyah, T., Devani, V., & Amalia, N. (2021). Usulan Penerapan Lean Six Sigma Untuk Meningkatkan Kualitas Produk Semen. J@ti Undip : Jurnal Teknik Industri, 16(1).
Anh, V. N. M., Anh, H. K. N., Huy, V. N., Huy, H. G., & Ly, M. (2023). Improve Productivity and Quality Using Lean Six Sigma: A Case Study. International Research Journal on Advanced Science Hub, 5(03).
Ariani, D. W. (2005). Lokasi: Pengendalian Kualitas Statistik (Pendekatan Kuantitatif dalam Manajemen Kualitas). Yogyakarta: Andi Offset.
Assauri, S. (2008). Manajemen Produksi dan Operasi Edisi Revisi 2008. Jakarta: Lembaga Penerbit Fakultas Ekonomi Universitas Indonesia, 299.
Dewi Yuliana, Saryatmo, M. A., & Salomon, L. L. (2023). Penerapan lean six sigma untuk meningkatkan kualitas volute casing dalam mengurangi produk defect. Jurnal Mitra Teknik Industri, 2(1).
Dolcemascolo, D., (2006). Improving The Extended Value Stream : Lean for the Entire Supply Chain. New York: Productivity Press.
Duc, M. L., & Thu, M. N. (2022). Application of Lean Six Sigma for Improve Productivity at The Mechanical Plant. A Case Study. Manufacturing Technology, 22(2).
Gaspersz, V. (2007). Lean Six Sigma for Manufacturing and Service Industries. In PT Gramedia Pustaka Utama.
George, Michael L. 2002. Lean Six Sigma, Combining Six Sigma Quality with Lean Speed.New York :McGraw-Hill
Herawati, H., & Mulyani, D. (2016). Pengaruh Kualitas Bahan Baku Dan Proses Produksi Terhadap Kualitas Produk Pada Ud. Tahu Rosydi Puspan Maron Probolinggo. UNEJ E-Proceeding,.
ILO Office in Jakarta. (2013). Kesinambungan Daya saing dan Tanggung jawab Perusahaan (SCORE). Modul 2, Kualitas : peningkatan Kualitas Berkesinambungan. ILO.
Irawati, R., & Hardiastuti, E. B. W. (2016). Perancangan Standard Operating Procedure (SOP) Proses Pembelian Bahan Baku, Proses Produksi dan Pengemasan pada Industri Jasa Boga (Studi Kasus pada PT. KSM Catering & Bakery Batam). Jurnal Akuntansi, Ekonomi Dan Manajemen Bisnis, 4(2).
Joes, S., Salomon, L. L., & Daywin, F. J. (2023). Penerapan Lean Six Sigma Untuk Meningkatkan Efisiensi Dan Kualitas Produk Kemasan Food Pail Pada Perusahaan Percetakan. Jurnal Ilmiah Teknik Industri, 10(3).
Jones, T. (n.d.-a). B Anish Waste And Create Wealth In Your Corporation. The Machine That Changed the World.
Kholil, M., Haekal, J., Suparno, A., Oktaandhini, D. S., & Widodo, T. (2021). Lean Six Sigma Integration to Reduce Waste in Tablet coating Production with DMAIC and VSM Approach in Production Lines of Manufacturing Companies. International Journal Of Scientific Advances, 2(5).
Lestari, R. C., Handayani, K. F., Firmansah, G. G., & Fauzi, M. (2022). Upaya Meminimalisasi Defect Produk Dengan Implementasi Metode Lean Six Sigmas. Jurnal Bayesian : Jurnal Ilmiah Statistika Dan Ekonometrika, 2(1).
Ly, M., & Kieu Viet, Q. N. (2022). Improvement Productivity and Quality by Using Lean Six Sigma: A Case Study in Mechanical Manufacturing. International Research Journal on Advanced Science Hub, 4(11).
Pande, P. S., Neuman, R. P. & Cavanagh, R. R., 2000. The Six Sigma Way. New York: McGraw Hill.
Ridho, D. A., & Suseno, S. (2023). Analisis Pengendalian Kualitas Produk Dengan Metode Lean Six Sigma Pada PT. Djohartex. Jurnal Inovasi Dan Kreativitas (JIKa), 2(2).
Romadhani, F., Mahbubah, N., & Kurniawan, M. D. (2021). Implementasi metode lean six sigma guna mengeliminasi defect pada proses produksi purified gypsum di pt. Aaa. Radial : Jurnal Peradaban Sains, Rekayasa Dan Teknologi, 9(2), 89–103.
Sanny, A. F., Mustafid, M., & Hoyyi, A. (2015). Implementasi metode lean six sigma sebagai upaya meminimalisasi defect produk kemasan cup air mineral 240 ml (studi kasus perusahaan air minum). Jurnal Gaussian Universitas Diponegoro, 4(2).
Suparno, Hamim, Moh. I., & Prasetiawan, H. (2016). Analisis Pengendalian Kualitas Produksi Bogie Barber S2hd9c Menggunakan Metode Lean Six Sigma Di Pt Barata Indonesia (Persero) Gresik. Journal of Research and Technology, 2(2).
Syafrimaini, & Husin, A. E. (2021). Implementation of Lean Six Sigma method in high- rise residential building projects. Civil Engineering and Architecture, 9(4).
Wicaksono, P. A., Sari, D. P., Handayani, N. U., & Prastawa, H. (2017). Peningkatan Pengendalian Kualitas Melalui Metode Lean Six Sigma. J@ti Undip : Jurnal Teknik Industri, 12(3).
Yanti, N., Herwanto, D., & Febriyanti, D. (2023). Analisis Penerapan Lean Six Sigma DMAIC pada Pengendalian Kualitas Produk Defect Part X di PT. XYZ. Jurnal Serambi Engineering, VIII(1).
DOI: http://dx.doi.org/10.31000/jim.v10i1.13709
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