Lean six sigma methodology for waste reduction in ship production
DOI:
https://doi.org/10.24036/teknomekanik.v6i1.24172Keywords:
Ship production, Wastes, Lean Six Sigma, DMAIC, Sigma level, RPNAbstract
This study was conducted to reduce the amount of waste in ship production and assembly processes at PT ES. Several wastes during the ship production process result in the actual ship completion time being longer than the planning time set by the process planner. Therefore, accurate analysis is required to reduce waste. In this way, contributing factors can be identified, and more effective solutions can be obtained to reduce waste. This is done by implementing the Lean Six Sigma method (DMAIC processes) and several tools and methods, such as Pareto and fishbone diagrams and the FMEA method. The results show that the most critical potential root cause affecting production delays comes from the potential causes with the highest Risk Priority Number (RPN) value. The causes are welders who do not understand the WPS (RPN 432), unstable welding transformers (RPN 432), and unproductive loader movements (RPN 384). The recapitulation of welding defects produced in the production process at a sigma level of 2.48. Recommendations for the three potential critical wastes were made and planned for implementation. The estimated average RPN impairment for the three critical root causes was 32.3%. This condition will impact the total ship production time, which is 6% shorter (equivalent to 14 days) than the previous production time with a new sigma level of 2.55.
Downloads
References
B. Ma’ruf and M. MM, “Aplikasi Manajemen dan Teknologi untuk Mendorong Daya Saing Industri Kapal dan Industri Pelayaran Nasional,” in Seminar Nasional Manajemen Teknologi XXI, Surabaya 19 Juli 2014.
J. Maleyeff, E. A. Arnheiter, and V. Venkateswaran, “The continuing evolution of Lean Six Sigma,” TQM Journal, vol. 24, no. 6, pp. 542–555, 2012. https://doi.org/10.1108/17542731211270106
H. Tannady, E. Gunawan, F. Nurprihatin, and F. R. Wilujeng, “Process improvement to reduce waste in the biggest instant noodle manufacturing company in South East Asia,” Journal of Applied Engineering Science, vol. 17, no. 2, pp. 203–212, 2019. https://doi.org/10.5937/jaes17-18951
A. A. Tebiary, K. Suwastika, and B. Ma’ruf, “Analysis of non-value added activity on ship production process approach concept of value stream mapping case study at PT Dumas Tanjung Perak Shipyard Surabaya,” Scientific Journal of Maritime Technology, vol. 11, no. 1, p. 23, 2017. https://doi.org/10.29122/jurnalwave.v11i1.2056
M. Bhargava and S. Gaur, “Process Improvement Using Six-Sigma (DMAIC Process) in Bearing Manufacturing Industry: A Case Study,” IOP Conf Ser Mater Sci Eng, vol. 1017, no. 1, 2021. https://doi.org/10.1088/1757-899X/1017/1/012034
S. Widjajanto and H. Hardi Purba, “Six Sigma Implementation in Indonesia Industries and Businesses: a Systematic Literature Review,” Journal of Engineering and Management in Industrial System, vol. 9, no. 1, pp. 23–34, 2021. https://doi.org/10.21776/ub.jemis.2021.009.01.3
M. Dieste, R. Panizzolo, and J. A. Garza-Reyes, “Evaluating the impact of lean practices on environmental performance: evidences from five manufacturing companies,” Production Planning and Control, vol. 31, no. 9, pp. 739–756, 2020. https://doi.org/10.1080/09537287.2019.1681535
A. Farrukh, S. Mathrani, and N. Taskin, “Investigating the theoretical constructs of a green lean six sigma approach towards environmental sustainability: A systematic literature review and future directions,” Sustainability (Switzerland), vol. 12, no. 19, 2020. https://doi.org/10.3390/su12198247
J. A. Garza-Reyes, V. Kumar, S. Chaikittisilp, and K. H. Tan, “The effect of lean methods and tools on the environmental performance of manufacturing organisations,” Int J Prod Econ, vol. 200, no. October 2017, pp. 170–180, 2018. https://doi.org/10.1016/j.ijpe.2018.03.030
Y. Ali, A. Younus, A. U. Khan, and H. Pervez, “Impact of Lean, Six Sigma and environmental sustainability on the performance of SMEs,” International Journal of Productivity and Performance Management, vol. 70, no. 8, pp. 2294–2318, 2021. https://doi.org/10.1108/IJPPM-11-2019-0528
J. Antony, M. Sony, M. Dempsey, A. Brennan, T. Farrington, and E. A. Cudney, “An evaluation into the limitations and emerging trends of Six Sigma: an empirical study,” TQM Journal, vol. 31, no. 2, pp. 205–221, 2019. https://doi.org/10.1108/TQM-12-2018-0191
J. Anotony, R. W. Hoerl, and R. D. Snee, “Lean Six Sigma: Yesterday, Today, and Tomorrow,” International Journal of Quality & Reliability Management, vol. 34, no. 7, pp. 1073–1093, 2017.
J. C. Chen, Y. Li, and B. D. Shady, “From value stream mapping toward a lean/sigma continuous improvement process: An industrial case study,” Int J Prod Res, vol. 48, no. 4, pp. 1069–1086, 2010. https://doi.org/10.1080/00207540802484911
K. Siregar, F. Ariani, E. Ginting, and M. P. Trie Dinda, “Lean six sigma for manufacturing industry: A review,” IOP Conf Ser Mater Sci Eng, vol. 505, no. 1, 2019. https://doi.org/10.1088/1757-899X/505/1/012056
M. D. Gitatisna and A. Sutanto, “Analisis Ketersediaan Pasokan Listrik di PT PLN (Persero) UPK Teluk Sirih dengan Metoda Lean Six Sigma,” Jurnal Sistem Mekanik dan Termal, vol. 5, no. 1, 2021. https://doi.org/10.25077/metal.5.1.1-8.2021
C. D. Setia and E. Pranatal, “Analisa Cacat Pengelasan Smaw Pada Posisi 2G Pada Baja Material a36 Dengan Variasi Arus Dan Sudut Pengelasan,” Jurnal Sumberdaya Bumi Berkelanjutan (SEMITAN), vol. 1, no. 1, pp. 257–263, 2022. https://doi.org/10.31284/j.semitan.2022.3262
I. Purmayanti and K. Oktarina, “Aplikasi Welding Procedure Specification (Wps) Dengan Bevel 300 Untuk Pengelasan Konstruksi Kapal Tanker 3500 Ltdw Hn. 309 Pada Uji Bending Di Pt. Daya Radar Utama Unit Iii Lampung,” Jurnal Distilasi, vol. 5, no. 1, p. 27, 2020. https://doi.org/10.32502/jd.v5i1.3034
A. D. G. Ghivaris, K. Soemadi, “Usulan Perbaikan Kualitas Proses Produksi Rudder Tiller Di PT . Pindad Bandung Menggunakan FMEA dan FTA,” Jurnal Online Institut Teknologi Nasional, vol. 3, no. 4, pp. 73–84, 2015.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2023 Eko Priyanda, Agus Sutanto (Author)
This work is licensed under a Creative Commons Attribution 4.0 International License.