Increasing Productivity Using Define, Measure, Analyze, Improve, Control (DMAIC) at PT. XYZ (a Case in Indonesian Company)
DOI:
https://doi.org/10.31334/logistik.v7i1.3308Keywords:
DMAIC, OEE, Pre-Batch, Raw Material Warehouse, Six-Sigma,Abstract
The productivity level of PT. XYZ is still below the target, especially in the batch area. This condition is proved by the Overall Equipment Effectiveness (OEE) value is about 58% based on January and February data. Taking this into account, it is necessary to conduct further research to determine the causes. This study aims to increase productivity in the raw material warehouse and pre-batch areas. To solve this problem we use a six-sigma with DMAIC method because these methods can determine the root cause of the problem and provide appropriate recommendations for improvement systematically. The results show that the application of the kanban system in the pre-batch area and reuse of rack in the pre-batch area can increase the average OEE batch value from 58% to 64%. The increase in productivity tn the raw material warehouse and pre-batch area affects Adherence to Plan (ATP) value from 86% to 91,15%.References
Azizi, A. (2015). Evaluation Improvement of Production Productivity Performance using Statistical Process Control, Overall Equipment Efficiency, and Autonomous Maintenance. Procedia Manufacturing, 2(February), 186–190. https://doi.org/10.1016/j.promfg.2015.07.032
Braglia, M., Gabbrielli, R., & Marrazzini, L. (2020). Rolling Kanban: a new visual tool to schedule family batch manufacturing processes with kanban. International Journal of Production Research, 58(13), 3998–4014. https://doi.org/10.1080/00207543.2019.1639224
Chandel, R., & Kumar, S. (2016). Productivity Enhancement Using DMAIC Approach: A Case Study. International Journal of Enhanced Research in Science, Technology & Engineering, 5(1), 112–116.
Chiarini, A. (2015). Improvement of OEE performance using a Lean Six Sigma approach: An Italian manufacturing case study. International Journal of Productivity and Quality Management, 16(4), 416–433. https://doi.org/10.1504/IJPQM.2015.072414
Fitriana, R., Saragih, J., & Larasati, D. P. (2020). Production quality improvement of Yamalube Bottle with Six Sigma, FMEA, and Data Mining in PT. B. IOP Conference Series: Materials Science and Engineering, 847(1). https://doi.org/10.1088/1757-899X/847/1/012011
Gaspersz, V. (2002). Pedoman Implementasi Program Six Sigma Terintegrasi Dengan ISO 9001:2000, MBNQA, dan HACCP. Gramedia.
Girmanová, L., Å olc, M., Kliment, J., Divoková, A., & MikloÅ¡, V. (2017). Application of Six Sigma Using DMAIC Methodology in the Process of Product Quality Control in Metallurgical Operation. Acta Technologica Agriculturae, 20(4), 104–109. https://doi.org/10.1515/ata-2017-0020
Hahn, G. J., Doganaksoy, N., & Hoerl, R. (2000). The evolution of six sigma. Quality Engineering, 12(3), 317–326. https://doi.org/10.1080/08982110008962595
Hamda, P. (2018). Analisis Nilai Overall Equipment Effectiveness (Oee) Untuk Meningkatkan Performa Mesin Exuder Di Pt Pralon. Jurnal Ilmiah Teknologi Dan Rekayasa, 23(2), 112–121. https://doi.org/10.35760/tr.2018.v23i2.2461
Hervian, M. S., & Soekardi, C. (2016). Improving Productivity Based on Evaluation Score of Overall Equipment Effectiveness (OEE) Using DMAIC Approach on Blistering Machine. International Journal of Science and Research (IJSR), 5(7), 736–739. https://doi.org/10.21275/v5i7.art2016204
Mandahawi, N., Fouad, R. H., & Obeidat, S. (2012). An application of customized lean six sigma to enhance productivity at a paper manufacturing company. Jordan Journal of Mechanical and Industrial Engineering, 6(1), 103–109.
Montgomery, D. C. (2009). Introduction to Statistical Quality Control 6th Edition (6th ed.). Wiley.
Ng, K. C., Chong, K. E., & Goh, G. G. G. (2014). Improving Overall Equipment Effectiveness (OEE) through the six sigma methodology in a semiconductor firm: A case study. IEEE International Conference on Industrial Engineering and Engineering Management, 2015-Janua(March), 833–837. https://doi.org/10.1109/IEEM.2014.7058755
Owais, M., Siddiqui, R., Noor, I., & Dawood, M. (2021). Productivity Improvement in the Denim Industry by DMAIC. 15(3), 217–229.
Prasetyo, Y. T., & Veroya, F. C. (2020). An Application of Overall Equipment Effectiveness (OEE) for Minimizing the Bottleneck Process in Semiconductor Industry. 2020 IEEE 7th International Conference on Industrial Engineering and Applications, ICIEA 2020, 3, 345–349. https://doi.org/10.1109/ICIEA49774.2020.9101925
Prashar, A. (2014). Adoption of Six Sigma DMAIC to reduce cost of poor quality. International Journal of Productivity and Performance Management, 63(1), 103–126. https://doi.org/10.1108/IJPPM-01-2013-0018
Rahman, A., & Perdana, S. (2021). Analisis Perbaikan Kualitas Produk Carton Box di. 03(01), 33–37.
Rozak, A., Jaqin, C., & Hasbullah, H. (2020). Increasing overall equipment effectiveness in automotive company using DMAIC and FMEA method. Journal Europeen Des Systemes Automatises, 53(1), 55–60. https://doi.org/10.18280/jesa.530107
Shieddieque, A. (2017). Implementation of Six Sigma with Fmea ( Failure Mode and Effect Analysis ) Method for Improving Product Quality of Electronic Components of Capacitors. International Journal of Science and Research, 6(8), 1920–1925. https://doi.org/10.21275/ART20176233
Singh, P., Patel, M., & Bansod, V. (2014). A Literature Review on Overall Equipment Effectiveness. International Journal of Research in Aeronautical & Mechanical Engineering, 2(2), 35–42.
Srinivasan, K., Muthu, S., Prasad, N. K., & Satheesh, G. (2014). Reduction of paint line defects in shock absorber through Six Sigma DMAIC phases. Procedia Engineering, 97, 1755–1764. https://doi.org/10.1016/j.proeng.2014.12.327
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