Perbaikan Proses Produksi Granule dengan Metode Lean Six-Sigma untuk Mengurangi Pemborosan di PT X
DOI:
https://doi.org/10.56211/factory.v4i3.1657Keywords:
DMAIC; Granule; Lean Six Sigma; VSM
Abstract
Penelitian ini dilakukan di PT X yang merupakan perusahaan manufaktur pada industri arang. Permasalahan yang dimiliki perusahaan adalah ketidaktercapaian target produksi dan persentase cacat yang tinggi. Tujuan penelitian adalah meminimalkan pemborosan dan meningkatkan kualitas produk. Metode yang digunakan adalah pendekatan Lean Six Sigma. Tahapan penelitian mengikuti tahapan DMAIC (Define, Measure, Analysis, Improve, Control). Tahap define dilakukan untuk mengidentifikasi permasalahan menggunakan diagram SIPOC dan CTQ. Tahapan measure dilakukan untuk mengukur kapabilitas proses menggunakan peta kendali, perhitungan DPMO, dan nilai sigma, kemudian membuat peta VSM. Nilai DPMO yang didapatkan adalah 9992.957 dan tingkat sigma 3,8. Melalui VSM diketahui bahwa MLT untuk proses pembuatan granule adalah 8174.553 detik dan nilai PCE sebesar 36.77%. Tahapan selanjutnya menganalisis menggunakan diagram Ishikawa dan FMEA. Hasil analisis menunjukkan bahwa penyebab permasalahan berupa kualitas bahan baku yang kurang baik, pemeriksaan bahan baku yang buruk, dan kerusakan pada mesin. Sehingga pada tahap improve diusulkan perbaikan berupa lembar kerja pemeriksaan bahan baku, pemeriksaan berkala pada mesin, penambahan alat pemisah logam dan penambahan mesin untuk proses pembakaran. Tahap control dilakukan dengan pengisian lembar pemeriksaan bahan baku dan mesin secara berkala.
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References
[1] 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
[2] Amjad, M. H. H., Shovon, M. S. S., & Hasan, A. S. M. M. (2024). Analyzing Lean Six Sigma Practices In Engineering Project Management: A Comparative Analysis. Innovatech Engineering Journal, 1(01), 245–255. https://doi.org/10.70937/itej.v1i01.27
[3] Patel, A. S., & Patel, K. M. (2020). Critical review of literature on Lean Six Sigma methodology. In International Journal of Lean Six Sigma (Vol. 12, Issue 3, pp. 627–674). Emerald Group Holdings Ltd. https://doi.org/10.1108/IJLSS-04-2020-0043
[4] Tampubolon, S., & Purba, H. H. (2021). Lean six sigma implementation, a systematic literature review. In International Journal of Production Management and Engineering (Vol. 9, Issue 2, pp. 125–139). Universidad Politecnica de Valencia. https://doi.org/10.4995/IJPME.2021.14561
[5] Dinesh, S. N., Shalini, M., Vijay, M., Vijey Mohan, R. C., Saminathan, R., & Subbiah, R. (2022). Improving the productivity in carton manufacturing industry using value stream mapping (VSM). Materials Today: Proceedings, 66, 1221–1227. https://doi.org/10.1016/j.matpr.2022.05.015
[6] Rathi, R., Jagadeeswaran, M., Imran, G. M., Kumar, K. V., Eswar, K. V. R., & Sameerpasha, S. (2021). Investigation and implementation of VSM in water distillation plant. Materials Today: Proceedings, 50, 751–758. https://doi.org/10.1016/j.matpr.2021.05.274
[7] Prakoso, E. R., & Bakhtiar, A. (2023). PERBAIKAN PROSES PRODUKSI COCONUT SHELL BRIQUETE CHARCOAL DENGAN METODE COST INTEGRATED VALUE STREAM MAPPING. Industrial Engineering Online Journal, 12(3).
[8] Grace Tetteh, M., Gupta, S., Kumar, M., Trollman, H., Salonitis, K., & Jagtap, S. (2024). Pharma 4.0: A deep dive top management commitment to successful Lean 4.0 implementation in Ghanaian pharma manufacturing sector. Heliyon, 10(17). https://doi.org/10.1016/j.heliyon.2024.e36677
[9] Ramirez-Rodriguez, F., Pancho, P., Sanchez, D., Poudel, S., Bhavsar, D., & Ahmad, R. (2025). Design and Development of a Lean Robotic Cell for Concrete 3D Printing. Procedia Computer Science, 253, 475–484. https://doi.org/10.1016/j.procs.2025.01.109
[10] Zhang, C., Liu, C., Mao, H., Tian, G., Jiang, Z., Cai, W., & Wang, W. (2024). Integration of lean production and low-carbon optimization in remanufacturing assembly. Advanced Engineering Informatics, 62. https://doi.org/10.1016/j.aei.2024.102789
[11] Hariyani, D., Hariyani, P., Mishra, S., & Sharma, M. K. (2025). A literature review on lean tools for enhancing the quality in the outcome-based education system. Thinking Skills and Creativity, 57, 101793. https://doi.org/10.1016/j.tsc.2025.101793
[12] Rubio, R., & Riesco, A. (2025). Maude2Lean: Theorem proving for Maude specifications using Lean. Journal of Logical and Algebraic Methods in Programming, 142. https://doi.org/10.1016/j.jlamp.2024.101005
[13] Muneeb Kanaan, B., Algohary, A. M., & Ibrahim, A. M. (2024). Optimized reversed phase liquid chromatography methodology for the determination of vonoprazan fumarate impurities: Towards Six Sigma quality standards and sustainability assessment. Microchemical Journal, 206. https://doi.org/10.1016/j.microc.2024.111535
[14] Watson, G. H., & DeYong, C. F. (2010). Design for six sigma: Caveat emptor. International Journal of Lean Six Sigma, 1(1), 66–84. https://doi.org/10.1108/20401461011033176
[15] Francisco, M. G., Canciglieri Junior, O., & Sant’Anna, Â. M. O. (2020). Design for six sigma integrated product development reference model through systematic review. In International Journal of Lean Six Sigma (Vol. 11, Issue 4, pp. 767–795). Emerald Group Holdings Ltd.
https://doi.org/10.1108/IJLSS-05-2019-0052
[16] Adeodu, A., Maladzhi, R., Kana-Kana Katumba, M. G., & Daniyan, I. (2023). Development of an improvement framework for warehouse processes using lean six sigma (DMAIC) approach. A case of third party logistics (3PL) services. Heliyon, 9(4). https://doi.org/10.1016/j.heliyon.2023.e14915
[17] De Mast, J., & Lokkerbol, J. (2012). An analysis of the Six Sigma DMAIC method from the perspective of problem solving. International Journal of Production Economics, 139(2), 604–614. https://doi.org/10.1016/j.ijpe.2012.05.035
[18] Pranavi, V., & Umasankar, V. (2021). Application of Six Sigma approach on hood outer panel to reduce the defect in painting peel off. Materials Today: Proceedings, 46, 1269–1276. https://doi.org/10.1016/j.matpr.2021.02.125
[19] Utama, D. M., & Abirfatin, M. (2023). Sustainable Lean Six-sigma: A new framework for improve sustainable manufacturing performance. Cleaner Engineering and Technology, 17. https://doi.org/10.1016/j.clet.2023.100700
[20] Wang, C. N., Nguyen, T. D., Thi Nguyen, T. T., & Do, N. H. (2024). The performance analysis using Six Sigma DMAIC and integrated MCDM approach: A case study for microlens process in Vietnam. Journal of Engineering Research (Kuwait). https://doi.org/10.1016/j.jer.2024.04.013
[21] Widiwati, I. T. B., Liman, S. D., & Nurprihatin, F. (2024). The implementation of Lean Six Sigma approach to minimize waste at a food manufacturing industry. Journal of Engineering Research (Kuwait). https://doi.org/10.1016/j.jer.2024.01.022
[22] Natarus, M. E., Shaw, A., Studer, A., Williams, C., Dominguez, C., Mangual, H., Olmstead, J., Westmoreland, K., Gill, T., Wellington, W. Z., Wheeler, D. S., & Ida, J. B. (2024). Optimization of a Sterile Processing Department Using Lean Six Sigma Methodology, Staffing Enhancement, and Capital Investment. Joint Commission Journal on Quality and Patient Safety. https://doi.org/10.1016/j.jcjq.2024.10.006
[23] Maheshwari, P., & Devi, Y. (2024). Investigating the relationship between Lean Six Sigma performance strategy with digital twin modeling: Practices and factors. Journal of Cleaner Production, 436. https://doi.org/10.1016/j.jclepro.2023.140449
[24] Stamatis, D. H. (2003). Failure Mode and Effect Analysis: FMEA from Theory to Execution (2nd ed.). Milwaukee: ASQ Quality Press.
[25] Pyzdek, T., & Keller, P. A. (2014). The Six Sigma Handbook (4th ed.). New York: McGraw-Hill Education.
[26] Aytekin, A., Okoth, B. O., Korucuk, S., Mishra, A. R., Memiş, S., Karamaşa, Ç., & Tirkolaee, E. B. (2023). Critical success factors of lean six sigma to select the most ideal critical business process using q-ROF CRITIC-ARAS technique: Case study of food business. Expert Systems with Applications, 224. https://doi.org/10.1016/j.eswa.2023.120057
[27] Vicente, I., Godina, R., & Teresa Gabriel, A. (2024). Applications and future perspectives of integrating Lean Six Sigma and Ergonomics. In Safety Science (Vol. 172). Elsevier B.V. https://doi.org/10.1016/j.ssci.2024.106418
[28] Zubaira, R. D., Kurniawan, W., & Yojana, R. M. (2024). Product Quality Improvement Of Stainless Steel Round Trash Bin With Six Sigma And Fuzzy Analytical Hierarchy Process Method At PTXYZ. Ekombis Review: Jurnal Ilmiah Ekonomi Dan Bisnis, 12(1), 435–450. https://doi.org/10.37676/ekombis.v12i1
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