The THE APPLICATION OF GAUGE R&R ANALYSIS IN A SIX SIGMA CASE OF IMPROVING AND OPTIMIZING AN ACTUATOR ARM MEASUREMENT SYSTEM
Keywords:
Measurement system analysis, Six-sigma, Actuator armAbstract
The study of this research was the measurement system of electronic component manufacturers for purposes of improving the quality of measurement and reducing the cost of defects by applying the Six Sigma methodology. The study followed the DMAIC approach. In the Define phase, the key problem was identified as the delivery of actuator arms with parameter deviations from customer requirements. It was caused by the parameter measurements (Measurement, M) of the part being inconsistent between the IPQC and OQA departments. After that, the analysis (Analyze, A) was performed a cause-and-effect diagram. It was found by the factors related to the Coordinate-Measuring Machine (CMM) of each department, operators and measurement method. For the improvement stage (Improve, I), the researcher designed and improved the measurement process by checking the time comparison of 3D CMM machines, training operators, and designing of workpiece holding devices. Finally, the control step (Control, C) was seriously experimented. The result showed that after an improved measurement method, the number of products that were not required was reduced from 121 to 6 pieces/month and the cost of customer complaints decreased from 24,308 baht to 1,200 baht/month.
References
กิตติภพ ปิ่นเทศ เพ็ญศิรินทร์ สุขสมกิจ และฑิฆัมพร ทวีเดช. (2565). การลดของเสียในกระบวนการขึ้นรูปพลาสติกด้วยความร้อนโดยใช้เทคนิคซิกซ์ ซิกม่า : กรณีศึกษา โรงงานผลิตบรรจุภัณฑ์แห่งหนึ่ง. วารสารวิชาการมหาวิทยาลัยธนบุรี (วิทยาศาสตร์และเทคโนโลยี), 2565 ปีที่ 6 ฉบับที่ 1 หน้า 110 -122.
สำนักงานเศรษฐกิจอุตสาหกรรม. (2567). รายงานภาวะเศรษฐกิจอุตสาหกรรมปี 2567 และแนวโน้มปี 2568. https://km.fti.or.th/docs/km
AIAG (Automotive Industrial Action Group). (2001). Measurement System Analysis (MSA). 4th Edition (2001).
Arumun, J. Ekanem, V., & Ashigwuike, E. (2024). Review of Gauge Repeatability and Reproducibility for Dimensional Measurements. Scholars Bulletin, 10(7). 186-194.
Brue, G., & Rod Howes. (2008). Six Sigma. Tata: McGraw Hill Publications, 1st edition.
Gör, O., & Gerger, A. (2021). Conducting a Gage R & R Study: An Application Example in Automotive Industry. Journal of Economic and Social ResearchesEkonomi ve Sosyal Araştırmalar Dergisi, 8 (15).
Phillip, M. Baaisi. Robert, O. Monageng, K. Mashaba, K. Kommula, V., & Jerekias, G. (2008). Application of Lean Six Sigma Methodology in Defect Reduction: A Case Study of Kalahari Ash Salt Bagging Plant. the First Australian International Conference on Industrial Engineering and Operations Management, Sydney, Australia, 2022, (pp. 1167-1177).
Shirodkar, A., & Rane, S. (2021). Evaluation of Coordinate measuring machine using Gage Repeatability & Reproducibility. International Journal of System Assurance Engineering and Management, 1. 84-90. doi: 10.1007/s13198-020-01050-2
Song, F. Osmo, K., & Matti, M. (2014). Assessing Gauge Reliability and Reproducibility Using the Correlation between Two Measurement Systems. International Journal for Quality Research, 8(1), 39–46.
Tirelo, O. Pekenene, Tuelomburu, S. Mphathiwa, Robert, O. Monageng, K. Mashaba, K. Jerekias, G., & Kommula, V. (2023). Application of Lean Six Sigma Methodology in Defect Reduction: A Case Study of Botswana Shade Net Manufacturing Plant. the 6th European Conference on Industrial Engineering and Operations Management. Lisbon, Portugal, 2023, 804-815.
Uluskan, M. (2021). Six Sigma in Plastic Injection Modeling: Reuse Defective Parts in New Article Production as Raw Material Input or Not? Journal of Industrial Engineering, 32(2), 341-363.
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