研究生: |
莊雅筑 Chuang, Ya Chu |
---|---|
論文名稱: |
Additive proportional odds模式的輪廓監控 Profile monitoring based on additive proportional odds models |
指導教授: |
黃榮臣
Huwang, Longcheen |
口試委員: |
洪志真
鄭少為 |
學位類別: |
碩士 Master |
系所名稱: |
理學院 - 統計學研究所 Institute of Statistics |
論文出版年: | 2015 |
畢業學年度: | 103 |
語文別: | 中文 |
論文頁數: | 74 |
中文關鍵詞: | Additive proportional odds 模式 、輪廓製程監控 、指數加權移動平均管制圖 |
相關次數: | 點閱:1 下載:0 |
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在許多工業生產的實際例子上,產品或製程的品質特徵可以用一個反應變數以及一個或多個解釋變數的函數關係來描述,這種函數關係稱為輪廓製程。本文主要是針對反應變數是類別且有序的輪廓資料時,如何來監控反應變數與解釋變數之間的輪廓關係。我們使用additive proportional odds模式來描述反應變數與解釋變數之間的輪廓關係,在這個模式之下我們建構兩個管制圖來進行輪廓監控,並在偵測到失控訊號之後進行製程改變點的估計以及製程改變的診斷。最後我們利用一個例子來說明實際上如何操作使用我們所提出的管制圖。
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