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Process capability monitoring and change-point analysis for S-type quality characteristic
期刊文章

Process capability monitoring and change-point analysis for S-type quality characteristic

Mou-Yuan LiaoChien-Wei Wu
Quality Technology and Quantitative Management, 卷.21(2), 頁碼.237-256
2024

摘要

Change-point;EWMA;process capability Business and International Management Industrial Relations Management Science and Operations Research Information Systems and Management Management of Technology and Innovation

Among various quality assurance activities, process capability indices (PCIs) are recognized as the most effective tools to quantify and evaluate process performance. The one-sided capability index (Formula presented.) can adequately measure the process capability for processes with a smaller-is-better (S-type) quality characteristic. While focusing on the index (Formula presented.), this study constructs a capability control chart to monitor the short-term capability based on the exponentially weighted moving average (EWMA). Simulations have shown that the EWMA capability control chart is adaptive regarding average run length. Further, this study applies change-point analysis to determine whether and when the short-term capability-level changes. Using these two proposed methods, engineers can realize a variety of short-term process capabilities in good time and implement control measures efficiently against a poor long-term process capability.

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指標

1 檢視次數

詳細資料

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