A case study of paste sachet production defect analysis using the Six Sigma DMAIC Approach

Authors

  • Guo Xuan Tay Manufacturing Excellence Department, Hai Soon Leong, 43500 Semenyih, Selangor, Malaysia
  • Nurmin Nadiah Manufacturing Excellence Department, Hai Soon Leong, 43500 Semenyih, Selangor, Malaysia
  • Norafiqah Norazhar Manufacturing Excellence Department, Hai Soon Leong, 43500 Semenyih, Selangor, Malaysia
  • Nuraida Mohamad Manufacturing Excellence Department, Hai Soon Leong, 43500 Semenyih, Selangor, Malaysia
  • Zainol Mustafa Center for Modelling and Data Analysis (DELTA), Department of Mathematical Sciences, Faculty of Science and Technology, Universiti Kebangsaan Malaysia, 43600 UKM Bangi, Selangor, Malaysia , National University of Malaysia image/svg+xml

DOI:

https://doi.org/10.15282/ijim.20.3.2026.12431

Keywords:

Six Sigma, DMAIC, Pastes Production, Case Study, Food Processing

Abstract

Upholding operational process stability is vital to control the quality of produced goods. Six Sigma has emerged as a prominent continuous improvement technique that supports the operational excellence of the food manufacturing sector. This case study explores the potential of tackling the leak issues in the filling-sealing operation of hot-filled paste sachet products using the Vertical Form-Fill-Seal (VFFS) machine. The DMAIC (Define, Measure, Analyse, Improve, Control) methodology was employed with other quality tools to achieve the recommended corrective measures. The results demonstrate that operational guidelines and parameters remain the crucial components to determine sealing integrity. Sigma level increases from 3.3 to 4.3 with a DPMO reduction of 27,328, significantly improving the production of good sachets. Six Sigma adoption also resulted in a declining trend of defects for the subsequent production.

References

Abbess, N., Sejri, N., Xu, J., & Cheokhrouhou, M. (2022). New Lean Six Sigma readiness assessment model using fuzzy logic: Case study within clothing industry. Alexandria Engineering Journal, 61(11), 9079–9094. https://doi.org/10.1016/j.aej.2022.02.047

Aithani, D., Lockhart, H., Auras, R., & Tanprasert, K. (2006). Predicting the strongest peelable seal for ‘easy-open’ packaging applications. Journal of Plastic Film & Sheeting, 22(4), 247–263. https://doi.org/10.1177/8756087906071351

Antony, J. (2014). Design of experiments for engineers and scientists. Elsevier.

Antony, J., McDermott, O., & Sony, M. (2021). Revisiting Ishikawa’s original seven basic tools of quality control: A global study and some new insights. IEEE Transactions on Engineering Management, 70(11), 4005–4020. https://doi.org/10.1109/TEM.2021.3095245

ASTM International. (2015). Standard test method for detecting seal leaks in porous medical packaging by dye penetration (ASTM F1929-15).

ASTM International. (2015). Standard test method for seal strength of flexible barrier materials (ASTM F88-15).

Clark, T. A., & Wagner, J. R. (2002). Film properties of good performance on vertical form-fill-seal packaging machines. Journal of Plastic Film & Sheeting, 18(3), 145–156. https://doi.org/10.1177/8756087902018003001

Clausing, D. P. (2004). Operating window: An engineering measure for robustness. Technometrics, 46(1), 25–29. https://doi.org/10.1198/004017004000000077

Desai, D. A., Kotadiya, P., Makwana, N., & Patel, S. (2015). Curbing variations in packaging process through Six Sigma way in a large-scale food-processing industry. Journal of Industrial Engineering International, 11(1), 119–129. https://doi.org/10.1007/s40092-014-0082-6

Dora, M., & Gellynck, X. (2015). Lean Six Sigma implementation in a food processing SME: A case study. Quality and Reliability Engineering International, 31(7), 1151–1159. https://doi.org/10.1002/qre.1852

Dudbridge, M. (2016). Handbook of seal integrity in the food industry. John Wiley & Sons, United Kingdom. https://doi.org/10.1002/9781118904619

Farris, S., Cozzolino, C. A., Introzzi, L., & Piergiovanni, L. (2009). Effects of different sealing conditions on the seal strength of polypropylene films coated with a bio-based thin layer. Packaging Technology and Science, 22(6), 359–369. https://doi.org/10.1002/pts.861

Hakimi, S., Zahraee, S. M., & Rohani, J. M. (2018). Application of Six Sigma DMAIC methodology in plain yogurt production process. International Journal of Lean Six Sigma, 9(4), 562–578. https://doi.org/10.1108/IJLSS-11-2016-0069

Hashimoto, Y., Ishiaku, U. S., Leong, Y. W., Hamada, H., & Tsujii, T. (2006). Effect of heat-sealing temperature on the failure criteria of oriented polypropylene/cast polypropylene heat seal. Polymer Engineering and Science, 46(2), 205–214. https://doi.org/10.1002/pen.20452

Henny, H., Andriana, I., Latifah, A. N., & Haryanto, H. (2019). The application Lean Six Sigma method approach to minimize waste. IOP Conference Series: Materials Science and Engineering, 662, Article 022089. https://doi.org/10.1088/1757-899X/662/2/022089

Ilhan, I., Turan, D., Gibson, I., & Klooster, R. (2021). Understanding the factors affecting the seal integrity in heat sealed flexible food packages: A review. Packaging Technology and Science, 34(6), 321–337. https://doi.org/10.1002/pts.2564

Kartika, H., Bakti, C. S., & Purwanti, S. (2018). Quality improvement of herbal sachet in filling powder machine using Six Sigma method. IOP Conference Series: Materials Science and Engineering, 453, Article 012038. https://doi.org/10.1088/1757-899X/453/1/012038

Kumar, V., Vinayak, A. K., Venkatachalam, S., & Muruganandam, L. (2022). Moisture barrier behavior of polymer films on food packaging plastic materials. International Journal for Technological Research in Engineering, 9(5), 6–12. https://doi.org/10.5281/zenodo.6348202

Leminen, V., Pesonen, A., Tanninen, P., & Varis, J. (2017). Effect of elevated heat sealing pressure on the gas tightness of press-formed paperboard trays. BioResources, 12(4), 8359–8367. https://doi.org/10.15376/biores.12.4.8359-8367

Lim, S. A., & Antony, J. (2019). Statistical process control for the food industry: A guide for practitioners and managers. John Wiley & Sons, United Kingdom. https://doi.org/10.1002/9781119152019

Lim, S. A., Antony, J., & Albiwi, S. (2014). Statistical process control (SPC) in the food industry: A systematic review and future research agenda. Trends in Food Science & Technology, 37(2), 137–151. https://doi.org/10.1016/j.tifs.2014.03.010

Matthews, J., Hicks, B. J., Mullineux, G., Goodwin, J., & Burke, A. (2011). Modelling the material flow and web tension in the vertical form-fill-seal packaging process. Packaging Technology and Science, 24(8), 435–450. https://doi.org/10.1002/pts.949

Matthews, J., Hicks, B., Mullineux, G., Leslie, J., Burke, A., Goodwin, J., et al. (2013). An empirical investigation into the influence of sealing crimp geometry and process settings on the seal integrity of traditional and biopolymer packaging materials. Packaging Technology and Science, 26(6), 355–371. https://doi.org/10.1002/pts.1991

Merabtene, M., Tanninen, P., Varis, J., & Leminen, V. (2022). Heat sealing evaluation and runnability issues of flexible paper materials in a vertical form fill seal packaging machine. BioResources, 17(1), 223–242. https://doi.org/10.15376/biores.17.1.223-242

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), Article e14625. https://doi.org/10.1016/j.heliyon.2023.e14625

Moghimi, N., & Park, S. (2017). Leakage assessment of flexible pouches using dye penetration test with correlation to modeled bacterial aerosol challenge test. Food Science and Biotechnology, 26(4), 947–953. https://doi.org/10.1007/s10068-017-0134-y

Moghimi, N., Sagi, H., & Park, S. (2018). Leakage analysis of flexible packaging: Establishment of a correlation between mass extraction leakage test and microbial ingress. Food Packaging and Shelf Life, 16, 225–231. https://doi.org/10.1016/j.fpsl.2018.02.004

Morris, B. A., & Scherer, J. M. (2016). Modeling and experimental analysis of squeeze flow of sealant during hot bar sealing and methods of preventing squeeze-out. Journal of Plastic Film & Sheeting, 32(1), 34–55. https://doi.org/10.1177/8756087915578183

Najarzadeh, Z., & Aiji, A. (2014). A novel approach toward the effect of seal process parameters on final seal strength and microstructure of LLDPE. Journal of Adhesion Science and Technology, 28(16), 1592–1609. https://doi.org/10.1080/01694243.2014.907465

Orr, J. F., & Shelton, J. C. (1997). Optical measurement methods in biomechanics. Springer, New York, United States. https://doi.org/10.1007/b102366

Planes, E., Marouani, S., & Flandin, L. (2011). Optimizing the heat sealing parameters of multilayers polymeric films. Journal of Materials Science, 46(18), 5948–5958. https://doi.org/10.1007/s10853-011-5550-4

Rawendra, R. D. S., & Puspita, V. O. (2020). Use of Six Sigma methods to reduce packaging defect in sweetened condensed milk sachets: A case study in XYZ milk industry, Indonesia. IOP Conference Series: Earth and Environmental Science, 426, Article 012174. https://doi.org/10.1088/1755-1315/426/1/012174

Rique Junior, J. F., Peruchi, R. S., Rotella Junior, P., & Dutra Pereira, R. B. (2020). Statistical process control of the vertical form, fill and seal packaging machine in food industry. Journal of Food Process Engineering, 44(2), Article e13614. https://doi.org/10.1111/jfpe.13614

Şişman, G. (2023). Implementing Lean Six Sigma methodology to reduce the logistics cost: A case study in Turkey. International Journal of Lean Six Sigma, 14(3), 610–629. https://doi.org/10.1108/IJLSS-02-2022-0054

Sukwadi, R., Harijanto, L., Inderawati, M. W., & Huang, P. T. B. (2021). Reduction in rejection rate of soy sauce packaging via Six Sigma. Jurnal Teknik Industri, 22(1), 57–70.

Troughton, M. (2009). Handbook of plastics joining: A practical guide. William Andrew.

Tuominen, M., Lahti, J., & Kuusipalo, J. (2011). Effects of flame and corona treatment on extrusion coated paper properties. TAPPI Journal, 10(10), 29–37.

Vera, J., Caballero, L., & Taboada, M. (2024). Reliability of dye penetrant inspection method to detect weld discontinuities. Russian Journal of Nondestructive Testing, 60, 85–95.

Yuan, C., & Hassan, A. (2007). Effect of bar sealing parameters on OPP/MCPP heat seal strength. eXPRESS Polymer Letters, 1(11), 773–779. https://doi.org/10.3144/expresspolymlett.2007.106

Yuan, C., Hassan, A., Ghazali, M., & Ismail, A. (2007). Heat sealability of laminated films with LLDPE and LDPE as the sealant materials in bar sealing application. Journal of Applied Polymer Science, 104(6), 3736–3745. https://doi.org/10.1002/app.25863

Zuzarte, A., Mui, M., Ordiz, M. I., Weber, J., Ryan, K., & Manary, M. J. (2020). Reducing oil separation in ready-to-use therapeutic food. Foods, 9(6), Article 706. https://doi.org/10.3390/foods9060706

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Published

2026-09-30

Issue

Section

Research Article

How to Cite

Tay, G. X., Nurmin Nadiah, Norazhar, N., Mohamad, N., & Mustafa, Z. (2026). A case study of paste sachet production defect analysis using the Six Sigma DMAIC Approach. International Journal of Industrial Management, 20(3), 180-194. https://doi.org/10.15282/ijim.20.3.2026.12431