Analysis of Wood Powder Product Defects Using Six Sigma DMAIC and Failure Mode Effect Analysis Methods

Wildan Dwi Fhahillal, Elly Esmiyah

Abstract


CV. XYZ is a supplier of waste wood powder, specifically utilizing Merbau wood. The company currently faces product quality issues, including powder mixed with other sizes (43.2%), foul odor and mold (16.2%), and excessive moisture/wetness (40.6%). This study aims to analyze and improve product quality using Six Sigma and FMEA methods. The results indicate an average DPMO value of 40,621 with a Sigma level of 2.46, suggesting that the process is not yet optimal. The FMEA analysis identified the machine factor as the primary cause of defects, with the highest Risk Priority Number (RPN) of 540. Improvement recommendations include machine recalibration, scheduled cleaning, and preventive maintenance. The implementation of these strategies is expected to reduce defects and enhance the company's competitiveness. This research contributes to quality control in the wood powder waste processing industry and opens opportunities for further research into developing more effective systems.

 

Keywords: Defects, Six Sigma, DMAIC, FMEA, Quality Control, Product Defects


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References


A. R. N. I. R. Jaya and L. O. Nashar, “Penerapan metode Six Sigma DMAIC dengan pendekatan Failure Mode and Effect Analysis pada produk Roti Alfitra Bakerry,” Jurnal Ilmiah Multidisiplin, vol. 4, no. 1, pp. 434–441, 2025.

A. W. Purnomo, M. Nuruddin, and A. W. Rizqi, “Analisis kecacatan produk timbangan SF 400 dengan metode Six Sigma dan Failure Mode Effect Analysis (FMEA) di CV. Golden Star,” SITEKIN: Jurnal Sains, Teknologi dan Industri, vol. 20, no. 1, pp. 122–129, 2022.

S. Hartini, U. Ciptomulyono, M. Anityasari, and Sriyanto, “Manufacturing sustainability assessment using a lean manufacturing tool: A case study in the Indonesian wooden furniture industry,” International Journal of Lean Six Sigma, vol. 11, no. 5, pp. 943–971, 2020.

A. Adeodu, M. G. Kanakana-Katumba, and M. Rendani, “Implementation of lean six sigma for production process optimization in a paper production company,” Journal of Industrial Engineering and Management, vol. 14, no. 3, pp. 661–680, 2021.

S. Ahmad, C. B. Hakim, A. Ridwan, N. A. Firmansyah, F. M. Hana, and M. Muadzah, “Product Quality Control Analysis Using the Six Sigma Method PT. XYZ,” Metode: Jurnal Teknik Industri, vol. 11, no. 1, pp. 36–50, 2025.

F. Zhao, J. Xiao, J. Hao, and Y. Ren, “Six Sigma for improving the quality of the production process: a case study in the inverter manufacturing company,” International Journal of Lean Six Sigma, 2025.

M. K. Agung and A. Z. Al Faritsy, “Analisis pengendalian kualitas kain rayon menggunakan Six Sigma dan FMEA,” Jurnal Ilmiah Sains Teknologi dan Informasi, vol. 2, no. 3, pp. 25–35, 2024.

A. N. Sitanggang and R. Rusindiyanto, “Application of Lean Six Sigma and Failure Mode and Effects Analysis (FMEA) to reduce waste defects in the paper slitting production process,” International Journal of Economic Development Research, vol. 6, no. 3, pp. 1290–1302, 2025.

D. Casadei, G. Serra, and K. Tani, “A DMAIC Integrated Fuzzy FMEA Model: A Case Study in the Automotive Industry,” Applied Sciences, vol. 11, no. 8, 2021.

Y. Ngatilah and F. Septiandini, “Penerapan metode Six Sigma dan Failure Mode and Effect Analysis (FMEA) pada analisa kualitas produk koran di PT. XYZ Balikpapan,” Tekmapro: Jurnal Industrial Engineering and Management, vol. 16, no. 2, pp. 48–59, 2021.

A. A. Sitompul, Zaharuddin, and M. Fazri, “Pengendalian kualitas Curd Palm Oil menggunakan integrasi metode Six Sigma-FMEA di PT Grahadura Leidong Prima,” Jurnal Teknik, vol. 1, no. 4, pp. 344–355, 2023.

M. Khakim, “Analysis of Wood Pallet Quality Control with Six Sigma and FMEA Methods,” Jurnal Teknik Industri, vol. 11, no. 1, pp. 111–119, 2025.

Y. Hwang, S. W. Choi, S. H. Lee, and J. W. Lee, “Quality Enhancement of Torrefied Biopellets Prepared by Unused Forest Biomass and Wood Chip Residues in Pulp Mills,” Applied Sciences, vol. 14, no. 20, p. 9398, 2024.

A. Rahman and S. Perdana, “Analisis perbaikan kualitas produk Carton Box di PT XYZ dengan metode DMAIC dan FMEA,” Jurnal Optimasi Teknik Industri, vol. 3, no. 1, pp. 33–37, 2021.

M. A. Abdurrahman and A. Z. Al Faritsy, “Usulan perbaikan kualitas produk roti bolu dengan metode Six Sigma dan FMEA,” Jurnal Rekayasa Industri, vol. 3, no. 2, pp. 73–80, 2021.

T. Garvey and S. R. B. M. Ebrahimi, “Applying Lean Six Sigma Methodology to a Pharmaceutical Manufacturing Facility: A Case Study,” Processes, vol. 9, no. 3, 2021.

K. Prabu, J. Makesh, K. N. Raj, S. R. Devadasan, and R. Murugesh, “Six Sigma implementation through DMAIC: a case study,” International Journal of Six Sigma and Competitive Advantage, vol. 8, no. 2, pp. 138–150, 2013.

M. G. Aboelmaged, “Six Sigma quality: a structured review and implications for future research,” International Journal of Quality & Reliability Management, vol. 27, no. 3, pp. 268–317, 2010.

P. Marques, P. Saraiva, and F. Fraza, “Integrating Six Sigma with ISO 9001,” International Journal of Lean Six Sigma, vol. 4, no. 1, pp. 36–59, 2013.

S. P. A. Pari, L. G. T. Crnkovic, and P. M. O. J. Neves, “Rapid Quality Control of Woodchip Parameters Using a Hand-Held Near Infrared Spectrophotometer,” Processes, vol. 8, no. 11, 2020.

R. Spinelli, N. Magagnotti, and E. Marchi, “Wood Fuel Procurement to Bioenergy Facilities: Analysis of Moisture Content Variability and Optimal Sampling Strategy,” Processes, vol. 9, no. 2, 2021.

J. Antony, S. Vinodh, and E. V. Ghadge, “Lean Six Sigma for reducing waste and improving productivity,” The TQM Journal, vol. 28, no. 6, pp. 1–15, 2016.

O. Broman, “AI-Based Quality Control of Wood Surfaces with Autonomous Material Handling,” Applied Sciences, vol. 11, no. 21, 2021.

M. T. Le, H. K. Lu, and K. T. H. Nguyen, “Continuous Improvement of Productivity and Quality with Applying Lean Six Sigma: A Case Study,” Journal of Technical Education Science, vol. 19, no. 3, pp. 90–101, 2024.

D. Garcia, A. F. de Araujo, M. G. G. de Oliveira, and E. V. G. Filho, “An Integrated Lean and Six Sigma Framework for Improving Productivity Performance: A Case Study in a Spanish Chemicals Manufacturer,” Applied Sciences, vol. 14, no. 23, 2024.




DOI: http://dx.doi.org/10.24014/jti.v11i2.38734

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