The Integration of TPM in SS-DMAIC Framework to Reduce Production Losses and Enhance Process Performance: a Case Study
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Abstract
The primary cause of production system losses is widely recognised to be unplanned stoppages and breakdowns, as idle machines waste time and lower output and throughput. Many firms have undergone a paradigm shift from traditional methods to more sophisticated process improvement strategies to address the dynamic and ever-changing production constraints. To lower production downtimes and other process-related issues, an integrated improvement approach of TPM-SS-DMAIC was used in this study. The new suggested approach was validated in the cable manufacturing industry. The goals of the study were achieved in terms of increased worker knowledge, better quality, and fewer unplanned stoppages and breakdowns. Standard operating procedures were updated in response to suggestions for ways to reduce needless stoppages in extrusion line operations. Furthermore, following the process change, the overall equipment effectiveness (OEE) increased from 58% to 63%, indicating a noteworthy level of improvement.
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References
Alsyouf, I. (2006). The role of maintenance in improving companies’ productivity and profitability. International Journal of Production Economics, 105(1), 70-78. https://doi.org/10.1016/j.ijpe.2004.06.057
Anjalee, J.A.L., Rutter, V. & Samaranayake, N.R. Application of failure mode and effects analysis (FMEA) to improve medication safety in the dispensing process – a study at a teaching hospital, Sri Lanka. BMC Public Health 21, 1430 (2021). https://doi.org/10.1186/s12889-021-11369-5
Antosz, K., Jasiulewicz-Kaczmarek, M., Waszkowski, R., & Machado, J. (2021). Application of Lean Six Sigma for sustainable maintenance: Case study. IFAC-PapersOnLine, 55(19), 181-186. https://doi.org/10.1016/j.ifacol.2022.09.204
Barrak Alsubaie and Qingping Yang (2017).Maintenance Process Improvement Model by Integrating LSS and TPM for Service Organisationshttps://bura.brunel.ac.uk/bitstream/2438/15784/1/Fulltext.pdf. In the book by M.J. Zuo et al. (eds.), Engineering Asset Management 2016, Lecture Notes in Mechanical Engineering, DOI 10.1007/978-3-319-62274-3
Barriga, A.L., Gonzales, M.G., Ruiz-Ruiz, M.F. (2024). Lean Six Sigma and TPM for the Improvement of Equipment Maintenance Process in a Service Sector Company: A Case Study. In: Sheu, SH. (eds) Industrial Engineering and Industrial Management. IEIM 2024. Communications in Computer and Information Science, vol 2070. Springer, Cham. https://doi.org/10.1007/978-3-031-56373-7_13
Bazan-Torres, H., Maradiegue-Tuesta, F., Raymundo, C. (2021). Maintenance Management Model for Cost Reduction by Applying TPM Through a DMAIC Approach in SMEs in Service Sector. In: Russo, D., Ahram, T., Karwowski, W., Di Bucchianico, G., Taiar, R. (eds) Intelligent Human Systems Integration 2021. IHSI 2021. Advances in Intelligent Systems and Computing, vol 1322. Springer, Cham. https://doi.org/10.1007/978-3-030-68017-6_119
Brah, S. A., & Chong, W. K. (2004). Relationship between total productive maintenance and performance. International Journal of Production Research, 42(12), 2383–2401. https://doi.org/10.1080/00207540410001661418
De Vasconcelos, V., Soares, W. A., Da Costa, A. C. L., & Raso, A. L. (2018). Deterministic and Probabilistic Safety Analyses. Advances in System Reliability Engineering, 43-75. https://doi.org/10.1016/B978-0-12-815906-4.00002-6
Desai, D.A., Kotadiya, P., Makwana, N. et al. Curbing variations in packaging process through Six Sigma way in a large-scale food-processing industry. J Ind Eng Int 11, 119–129 (2015). https://doi.org/10.1007/s40092-014-0082-6
Gilligan, R., Moran, R. and McDermott, O. (2023), "Six Sigma application in an Irish meat processing plant to improve process yields", The TQM Journal, Vol. 35 No. 9, pp. 210-230. https://doi.org/10.1108/TQM-02-2023-0040
Gurpreet Singh Bali, S., Singh, G., Singh, B., Mohan, S. (2022). Improvement in Overall Equipment Effectiveness in Manufacturing Industry Using Autonomous Maintenance. In: Govindan, K., Kumar, H., Yadav, S. (eds) Advances in Mechanical and Materials Technology . EMSME 2020. Lecture Notes in Mechanical Engineering. Springer, Singapore. https://doi.org/10.1007/978-981-16-2794-1_41
Hartmann, E. (1992), Successfully Installing TPM in a non-Japanese plant, TPM Press Inc., Pittsburgh, PA.
Jadhav, S., Imran, A. & Haque, M. Application of six sigma and the system thinking approach in COVID-19 operation management: a case study of the victorian aged care response centre (VACRC) in Australia. Oper Manag Res 16, 531–553 (2023). https://doi.org/10.1007/s12063-022-00323-2
Jena, M. C., Mishra, S. K., & Moharana, H. S. (2024). Improving Productivity and Sustainability by Using Six Sigma Methodology: A Case Study on Indian Cement Manufacturing Industry. Environmental Claims Journal, 36(3), 225–242. https://doi.org/10.1080/10406026.2024.2411967
Jia Huang, Jian-Xin You, Hu-Chen Liu, Ming-Shun Song, Failure mode and effect analysis improvement: A systematic literature review and future research agenda, Reliability Engineering & System Safety,Volume 199,2020,106885,https://doi.org/10.1016/j.ress.2020.106885
Lepkova, N., &Camlibel, M. E. (2021). The Relationships between the Pillars of TPM and TQM and Manufacturing Performance Using Structural Equation Modeling. Sustainability, 14(3), 1497. https://doi.org/10.3390/su14031497
Lesage, A., &Dehombreux, P. (2012). Maintenance & Quality Control: A First Methodological Approach for Maintenance Policy Optimization. IFAC Proceedings Volumes, 45(6), 1041-1046. https://doi.org/10.3182/20120523-3-RO-2023.00382
Loures, P.C., Scavarda, L.F., de Carvalho, A.R.N. (2021). Framework for Implementation of Autonomous Maintenance with the HTO Approach. In: Tavares Thomé, A.M., Barbastefano, R.G., Scavarda, L.F., Gonçalves dos Reis, J.C., Amorim, M.P.C. (eds) Industrial Engineering and Operations Management. IJCIEOM 2021. Springer Proceedings in Mathematics & Statistics, vol 367. Springer, Cham. https://doi.org/10.1007/978-3-030-78570-3_15
Md. Tanjid Hossen Irfan, Md. Rafiquzzaman, Yeasin Arafat Manik, Productivity improvement through lean tools in cement industry – A case study, Heliyon, Volume 11, Issue 3, 2025, https://doi.org/10.1016/j.heliyon.2025.e42057
Mittal, A., Gupta, P., Kumar, V., Al Owad, A., Mahlawat, S., & Singh, S. (2023). The performance improvement analysis using Six Sigma DMAIC methodology: A case study on Indian manufacturing company. Heliyon, 9(3), e14625. https://doi.org/10.1016/j.heliyon.2023.e14625
Ortiz Porras , J.E, BancovichErquínigo, A.M., Quintana Saavedra H.S., Crispin Chamorro, P.L &Huayanay Palma, L/M.H (2024). Management Model based on Total Productive Maintenance (TPM) and Six Sigma to increase Overall Equipment Effectiveness (OEE) in a Textile and Apparel Company in Lima, Peru. Revista Industrial Data 27(2): 123-152 (2024) DOI: https://doi.org/10.15381/idata.v27i2.26975.g20454
Pinto, G., Silva, F., Baptista, A., Fernandes, N. O., Casais, R., & Carvalho, C. (2019). TPM implementation and maintenance strategic plan – a case study. Procedia Manufacturing, 51, 1423-1430. https://doi.org/10.1016/j.promfg.2020.10.198
Poduval, P.S., Jagathy, R.V.P., V.R Pramod (2015).Total Productive Maintenance and role of Interpretive Structural modeling and Structural Equation modeling in Analysing Barriers in its implementation- A literature review. International Journal of Scientific & Technology research volume 4, Issue 09, ISSN 2277-8616. http:// www.ijstr.org.
Rodrigues, M., & Hatakeyama, K. (2006). Analysis of the fall of TPM in companies. Journal of Materials Processing Technology, 179(1-3), 276-279.
Roosefert Mohan, T., Preetha Roselyn, J., Annie Uthra, R., Devaraj, D., &Umachandran, K. (2021). Intelligent machine learning based total productive maintenance approach for achieving zero downtime in industrial machinery. Computers & Industrial Engineering, 157, 107267. https://doi.org/10.1016/j.cie.2021.107267
Rotab Khan, M.R. and Darrab, I.A. (2010), "Development of analytical relation between maintenance, quality and productivity", Journal of Quality in Maintenance Engineering, Vol. 16 No. 4, pp. 341-353. https://doi.org/10.1108/13552511011084508
Sharma, R. K., & Sharma, R. G. (2014). Integrating Six Sigma Culture and TPM Framework to Improve Manufacturing Performance in SMEs. Quality and Reliability Engineering International, 30(5), 745-765. https://doi.org/10.1002/qre.1525
Shen, C. (2015). Discussion on key successful factors of TPM in enterprises. Journal of Applied Research and Technology, 13(3), 425-427. https://doi.org/10.1016/j.jart.2015.05.002
Tayal, A., Kalsi, N. S., Gupta, M. K., Pimenov, D. Y., Sarikaya, M., &Pruncu, C. I. (2021). Effectiveness Improvement in Manufacturing Industry; Trilogy Study and Open Innovation Dynamics. Journal of Open Innovation: Technology, Market, and Complexity, 7(1), 7. https://doi.org/10.3390/joitmc7010007
Thorat, R., & Mahesha, G. (2019). Improvement in productivity through TPM Implementation. Materials Today: Proceedings, 24, 1508-1517. https://doi.org/10.1016/j.matpr.2020.04.470
Trubetskaya, A., Ryan, A., Powell, D.J. and Moore, C. (2024), "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, Vol. 15 No. 8, pp. 70-92 https://doi.org/10.1108/IJLSS-05-2023-0083
Ullah, E., Baig, M. M., GholamHosseini, H., & Lu, J. (2022). Failure mode and effect analysis (FMEA) to identify and mitigate failures in a hospital rapid response system (RRS). Heliyon, 8(2), e08944. https://doi.org/10.1016/j.heliyon.2022.e08944
Wang, C., Nguyen, T., Thi Nguyen, T., & Do, N. (2024). The performance analysis using Six Sigma DMAIC and integrated MCDM approach: A case study for microlens process in Vietnam. Journal of Engineering Research. https://doi.org/10.1016/j.jer.2024.04.013
Wang, C., Nguyen, T., Thi Nguyen, T., & Do, N. (2024). The performance analysis using Six Sigma DMAIC and integrated MCDM approach: A case study for microlens process in Vietnam. Journal of Engineering Research. https://doi.org/10.1016/j.jer.2024.04.013
Wolska, M., Gorewoda, T., Roszak, M., & Gajda, L. (2023). Implementation and Improvement of the Total Productive Maintenance Concept in an Organization. Encyclopedia, 3(4), 1537-1564. https://doi.org/10.3390/encyclopedia3040110