LEAN AND SIX SIGMA IN MARITIME OPERATIONS: A TEN-YEAR SYSTEMATIC LITERATURE REVIEW

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Selamat Hia

Abstract

This study presents a systematic review of Lean and Six Sigma (LSS) implementation in the maritime sector for the period 2016–2025, encompassing the contexts of ports, shipyards, logistics, the LNG industry, fisheries, and ship design. The analysis reveals a shift in focus from initial case studies to strategic implementation integrated with digital transformation, supply chain resilience, and sustainability. DMAIC and Value Stream Mapping methodologies dominate as the primary framework, supported by the integration of Industry 4.0 technologies and data analytics to maximize process efficiency. Quantitative evidence demonstrates the reduction in process time, reduction in defect rates, and significant operational cost savings. However, the success of LSS implementation is highly influenced by management support, human resource readiness, and the availability of reliable data, with the main obstacles being cultural resistance, limited initial investment, and lack of technical training. This study confirms that the future of LSS in the maritime sector is moving towards a hybrid model that combines Lean, Six Sigma, digitalization, and sustainability principles, which has the potential to become a global best practice in increasing the competitiveness of the maritime industry in an era of competition and uncertainty in the global supply chain.

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References

[1] UNCTAD, “Review of Maritime Transport 2023,” United Nations Conference on Trade and Development. [Online]. Available: https://unctad.org/

[2] B.P. Sullivan, M. Rossi, L. Ramundo, and S. Terzi, “Maritime Design Process Improvement Through a Lean Transformation,” Lect. Notes Networks Syst., vol. 122, pp. 417–431, 2020, doi: 10.1007/978-3-030-41429-0_41.

[3] Karsten and R. Seshoene, “Lean Six Sigma principles to optimise port capacity utilisation,” University of Johannesburg, 2019. [Online]. Available: http://dx.doi.org/10.1016/j.bpj.2015.06.056%0Ahttps://academic.oup.com/bioinformatics/article-abstract/34/13/2201/4852827%0Ainternal-pdf://semisupervised-3254828305/semisupervised.ppt%0Ahttp://dx.doi.org/10.1016/j.str.2013.02.005%0Ahttp://dx.doi.org/10.10

[4] J. Antony, R. Snee, and R. Hoerl, “Lean Six Sigma: yesterday, today and tomorrow,” Int. J. Qual. Reliab. Manag., vol. 34, no. 7, pp. 1073–1093, 2017, doi: 10.1108/IJQRM-03-2016-0035.

[5] M. Ichsan, B.N. Arasy, M. Fadly, and M.R.N. Adhani, “Waste identification and elimination using lean methods in receiving process: A case study at pt ipc container terminal,” Int. J. Oper. Quant. Manag., vol. 26, no. 3, pp. 183–193, 2020, doi: 10.46970/2020.26.3.2.

[6] L.F. Quildon and K.F. Pun, “Integrating Value Management and Lean Six Sigma to expand Cluster Value Creation capabilities in Leisure Marine Services in Trinidad and Tobago,” 2024 IEEE Technol. Eng. Manag. Soc. TEMSCON LATAM 2024, pp. 2024–2025, 2024, doi: 10.1109/TEMSCONLATAM61834.2024.10717746.

[7] A.H. Gomaa, “Achieving operational excellence in manufacturing supply chains using lean six sigma: a case study approach,” Int. J. Lean Six Sigma, pp. 12–15, 2025, doi: 10.1108/IJLSS-03-2024-0045.

[8] H. Kurnia and H.H. Purba, “A Systematic Literature Review of Lean Six Sigma in Various Industries,” J. Eng. Manag. Ind. Syst., vol. 9, no. 2, pp. 19–30, 2021, doi: 10.21776/ub.jemis.2021.009.02.3.

[9] P.I. Egbumokei, I.N. Dienagha, W.N. Digitemie, E.C. Onukwulu, and O.T. Oladipo, “Driving operational excellence in the LNG industry: Leveraging six sigma principles for continuous improvement,” Int. J. Multidiscip. Res. Growth Eval., vol. 5, no. 4, pp. 1298–1310, 2024, doi: 10.54660/.ijmrge.2024.5.4.1298-1310.

[10] J.A. Garza-Reyes, M. Al-Balushi, J. Antony, and V. Kumar, “A Lean Six Sigma framework for the reduction of ship loading commercial time in the iron ore pelletising industry,” Prod. Plan. Control, vol. 27, no. 13, pp. 1092–1111, 2016, doi: 10.1080/09537287.2016.1185188.

[11] M. Thamke, “Implementing Lean Six Sigma To Marine Products Industry In India,” pp. 1–70, 2020, [Online]. Available: https://www.theseus.fi/bitstream/handle/10024/347324/Thamke_Manisha.pdf?sequence=2

[12] B.P. Sullivan, M. Rossi, and S. Terzi, “A customizable lean design methodology for maritime,” IFIP Adv. Inf. Commun. Technol., vol. 540, pp. 508–519, 2018, doi: 10.1007/978-3-030-01614-2_47.

[13] Y. Xiaodan, “The Maritime Commons: Digital Repository of the World Study of six sigma management applied to Chinese shipping companies,” 2006.

[14] A. Neves, R. Godina, and S.O. Erikstad, “Enhancing Efficiency in the Maritime Industry Through Lean Practices: A Critical Literature Review of Benefits and Barriers,” Lect. Notes Mech. Eng., pp. 293–306, 2024, doi: 10.1007/978-3-031-38165-2_35.

[15] A. Neves, S.O. Erikstad, and R. Godina, Enhancing efficiency and sustainability in shipbuilding: insights from lean implementation and challenges, vol. 100. 2025. doi: 10.1007/s00773-025-01078-8.

[16] M.A. Roby and T. Iswanto, “Identification of Six Sigma Methodology in Fisheries Production Process Can Improve Product Quality Based on Blue Economic Prospectives,” vol. 1, no. 1, pp. 1–13, 2024.

[17] E. Frontoni, R. Rosetti, M. Paolanti, and A.C. Alves, “HATS project for lean and smart global logistic: A shipping company case study,” Manuf. Lett., vol. 23, no. January 2020, pp. 71–74, 2020, doi: 10.1016/j.mfglet.2019.12.003.

[18] A. Beifert, L. Gerlitz, and G. Prause, “Industry 4.0 – For sustainable development of lean manufacturing companies in the shipbuilding sector,” Lect. Notes Networks Syst., vol. 36, pp. 563–573, 2018, doi: 10.1007/978-3-319-74454-4_54.

[19] M.A.K. Tengtarto, M.L. Singgih, N. Siswanto, and P. Suwignjo, “Literature Review of Lean Manufacturing, Six Sigma and Lean Six Sigma Benefit,” Lect. Notes Mech. Eng., pp. 473–483, 2023, doi: 10.1007/978-981-99-1245-2_44.

[20] A.H. Gomaa, “Achieving operational excellence in manufacturing supply chains using lean six sigma: a case study approach,” Int. J. Lean Six Sigma, pp. 8–11, 2025, doi: 10.1108/IJLSS-03-2024-0045.

[21] J.P. Womack and D.T. Jones, “Lean Thinking—Banish Waste and Create Wealth in your Corporation,” J. Oper. Res. Soc., vol. 48, no. 11, pp. 1148–1148, 1997, doi: 10.1038/sj.jors.2600967.

[22] S.W. Hia, Lean Six Sigma White Belt: Dasar-dasar Perbaikan Proses dan Eliminasi Pemborosan. Jakarta: Bima Utama Press, 2025.

[23] S.W. Hia, Penerapan Lean Six Sigma untuk meningkatkan Mining Transportation Overall Vehicle Effectiveness " ( MTOVE ). Jakarta: Litera (Prenada Group), 2025.

[24] G. Şişman, “Implementing Lean Six Sigma methodology to reduce the logistics cost: a case study in Turkey,” Int. J. Lean Six Sigma, vol. 14, no. 3, pp. 610–629, 2023, doi: 10.1108/IJLSS-02-2022-0054.

[25] K.J. Alhosani, “Six Sigma Application at Abu Dhabi Ports Collection : A Case Study Six Sigma Application at Abu Dhabi Ports Collection : A Case Study,” no. July, 2023.

[26] M.L. George, “Lean Six Sigma : Combining Six Sigma Quality with Lean Production Speed,” McGraw-Hill, pp. 1–101, 2002.

[27] S.W. Hia, “Penerapan Lean Six Sigma di Perusahaan Manufaktur di Indonesia: Komparasi Literature Review dan Studi Kasus,” Performa Media Ilm. Tek. Ind., vol. 23, no. 2, p. 136, 2024, doi: 10.20961/performa.23.2.85250.

[28] S.W. Hia and M. Laksono Singgih, “Improving Tire Lifespan Using the Six Sigma Approach: A Case Study in a Coal-Hauling Company,” Manag. Prod. Eng. Rev., vol. 16, no. 1, pp. 1–7, 2025, doi: 10.24425/mper.2025.153930.

[29] S.W. Hia and P.A.D. Pramudjito, “Reduce mean time to repair of mining equipment with lean six sigma,” Oper. Excell. J. Appl. Ind. Eng., vol. 16, no. 3, p. 331, 2024, doi: 10.22441/oe.2024.v16.i3.125.

[30] S.W. Hia, M.L. Singgih, and R.O.S. Gurning, “The application of lean six sigma to improve mining transportation overall vehicle effectiveness (MTOVE): a case study in mining company,” Int. J. Lean Six Sigma, vol. 16, no. 1, pp. 54–88, 2025, doi: 10.1108/IJLSS-07-2023-0121.

[31] A.S. Nooramin, V.R. Ahouei, and J. Sayareh, “A Six Sigma framework for marine container terminals,” Int. J. Lean Six Sigma, vol. 2, no. 3, pp. 241–253, 2011, doi: 10.1108/20401461111157196.

[32] S. Mathlouthi, “Introduction of LEAN Manufacturing in a Tunisian Shipyard,” Lect. Notes Mech. Eng., pp. 795–804, 2023, doi: 10.1007/978-3-031-14615-2_89.

[33] Y. Praharsi, M.A. Jami’in, G. Suhardjito, and H.M. Wee, “The application of Lean Six Sigma and supply chain resilience in maritime industry during the era of COVID-19,” Int. J. Lean Six Sigma, vol. 12, no. 4, pp. 800–834, 2021, doi: 10.1108/IJLSS-11-2020-0196.

[34] Witantyo and N. Ranaindy, “Waste analysis to improve container port performance using Lean Six Sigma method,” AIP Conf. Proc., vol. 2187, pp. 10–12, 2019, doi: 10.1063/1.5138323.

[35] E. Priyanda and A. Sutanto, “Lean six sigma methodology for waste reduction in ship production,” Teknomekanik, vol. 6, no. 1, pp. 37–46, 2023, doi: 10.24036/teknomekanik.v6i1.24172.

[36] I.K. Thakur, M.C. Mayee, and P.N.E. Naveen, “Use of six sigma in productivity improvement and cycle time reduction in piping installation during vessel construction,” AIP Conf. Proc., vol. 2200, pp. 1–4, 2019, doi: 10.1063/1.5141251.

[37] T. Song and J. Zhou, “Research and implementation of lean production mode in shipbuilding,” Processes, vol. 9, no. 11, 2021, doi: 10.3390/pr9112071.

[38] A. Ridwan and B. Noche, “Model of the port performance metrics in ports by integration six sigma and system dynamics,” Int. J. Qual. Reliab. Manag., vol. 35, no. 1, pp. 82–108, 2018, doi: 10.1108/IJQRM-03-2016-0041.

[39] R. Asep, “Six Sigma Model to Improve the Lean Supply Chain in Ports by System Dynamics Approach,” p. 210, 2016.

[40] E.T.H. Lai, F.N.J. Yun, I.C. Arokiam, and J.H.A. Joo, “Barriers affecting successful lean implementation in Singapore’s shipbuilding industry: A case study,” Oper. Supply Chain Manag., vol. 13, no. 2, pp. 166–175, 2020, doi: 10.31387/OSCM0410260.

[41] J.M.M. Gomes, R.G.G. Caiado, T. Mareth, R.S. Santos, and L.F. Scavarda, “Lean transportation tools towards waste reduction and digital transformation in the offshore industry: an action-research,” Int. J. Lean Six Sigma, vol. 16, no. 2, pp. 461–490, 2025, doi: 10.1108/IJLSS-12-2023-0234.

[42] M.F. Parravicini Gabriele, “Lean applied to shipping process : a real case study in a MTO company,” 2018.

[43] N.H.M. Salleh, N.A.S. Abd Rasidi, and J. Jeevan, “Lean, agile, resilience and green (LARG) paradigm in supply chain operations: a trial in a seaport system,” Aust. J. Marit. Ocean Aff., vol. 12, no. 4, pp. 200–216, 2020, doi: 10.1080/18366503.2020.1833273.

[44] N.A. Bin MD Saad, “Deployment of Lean Six Sigma in Transportation Sector,” Int. J. Empir. Res. Methods, vol. 1, no. 2, pp. 74–80, 2023, doi: 10.59762/ijerm205275791220231205140246.

[45] L. Gutierrez-Gutierrez, S. de Leeuw, and R. Dubbers, “Logistics services and Lean Six Sigma implementation: a case study,” Int. J. Lean Six Sigma, vol. 7, no. 3, pp. 324–342, 2016, doi: 10.1108/IJLSS-05-2015-0019.

[46] G. Jiang, D. Feng, and W. Zhu, “Toward efficient merchant shipbuilding based on the lean production methodology,” J. Sh. Prod. Des., vol. 32, no. 4, pp. 245–257, 2016, doi: 10.5957/JSPD.32.4.150042.

[47] S. Sharma and P.J. Gandhi, “Scope and impact of implementing lean principles & practices in shipbuilding,” Procedia Eng., vol. 194, pp. 232–240, 2017, doi: 10.1016/j.proeng.2017.08.140.