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題名 動態製程管制之研究
其他題名 The Study of Dynamic Process Control
作者 楊素芬
關鍵詞 管制圖;更新報酬過程;韋伯分配;多元製程變數
Dependent process steps;Control charts;Adaptive sampling interval and sample size
日期 2003
上傳時間 18-Apr-2007 16:36:40 (UTC+8)
Publisher 臺北市:國立政治大學統計學系
摘要 本研究提出製程上特殊因的發生服 從多個韋伯分配的監控方法。它能有效區 分是製程平均數或變異數是失控的,以使 失控的製程迅速回復穩定中。 X-bar 管制 圖和 S 控管制圖分別被發展以能經濟有 效 的 管 制 製 程 並 顧 及 顧 客 對 品 質 的 聲 音。資料模擬結果說明這些管制圖的建立,應用及參數之敏感度。另外,製程上多元 製程變數的追蹤也考慮製程上特殊因的 發生服從多個韋伯分配的情形,多元管制圖被發展以能經濟有效的管制製程並顧 及顧客對品質的聲音。資料分析結果說明 這 些管制圖的建立,應用及參數之敏感 度。
The study considers the adaptive statistical process control for two dependent process steps. There are three topics in the study. First, we propose the two adaptive sampling interval control charts to monitor and distinguish two dependent process steps effectively. The performance is measured by average time to signal (ATS) which is derived by Markov chain approach. The performance of the ASI control charts is compared with FSI control charts. It is demonstrated that the ASI control charts outperforms the FSI control charts. Some sensitivity analysis illustrates the effects of process parameters on the ATS. Second, the adaptive sample size control charts are derived to monitor and distinguish the two dependent process steps effectively. Its performance is also measured by average time to signal (ATS) which is derived by Markov chain approach. The performance of the ASS control charts is compared to the FSS control charts. It is demonstrated that the performance of the ASS control charts is much better than the FSS control charts. Sensitivity analysis illustrates the effects of process parameters on the ATS. Third, we combine the adaptive sample size and adaptive sampling interval to derive the ASSI control charts to monitor and distinguish two dependent process steps effectively. Its performance is also measured by average time to signal (ATS) which is derived by Markov chain approach. The performance of the ASSI control charts is compared with FSSI control charts. It is demonstrated that the ASSI control charts is much better than the FSSI control charts for very small shifts in process mean, but the performance of FSSI control charts is better than ASSI control charts for moderate shifts in the process means.
描述 核定金額:541200元
資料類型 report
dc.coverage.temporal 計畫年度:92 起迄日期:20030801~20040731en_US
dc.creator (作者) 楊素芬zh_TW
dc.date (日期) 2003en_US
dc.date.accessioned 18-Apr-2007 16:36:40 (UTC+8)en_US
dc.date.accessioned 8-Sep-2008 16:07:59 (UTC+8)-
dc.date.available 18-Apr-2007 16:36:40 (UTC+8)en_US
dc.date.available 8-Sep-2008 16:07:59 (UTC+8)-
dc.date.issued (上傳時間) 18-Apr-2007 16:36:40 (UTC+8)en_US
dc.identifier (Other Identifiers) 922118M004006.pdfen_US
dc.identifier.uri (URI) http://tair.lib.ntu.edu.tw:8000/123456789/3835en_US
dc.identifier.uri (URI) https://nccur.lib.nccu.edu.tw/handle/140.119/3835-
dc.description (描述) 核定金額:541200元en_US
dc.description.abstract (摘要) 本研究提出製程上特殊因的發生服 從多個韋伯分配的監控方法。它能有效區 分是製程平均數或變異數是失控的,以使 失控的製程迅速回復穩定中。 X-bar 管制 圖和 S 控管制圖分別被發展以能經濟有 效 的 管 制 製 程 並 顧 及 顧 客 對 品 質 的 聲 音。資料模擬結果說明這些管制圖的建立,應用及參數之敏感度。另外,製程上多元 製程變數的追蹤也考慮製程上特殊因的 發生服從多個韋伯分配的情形,多元管制圖被發展以能經濟有效的管制製程並顧 及顧客對品質的聲音。資料分析結果說明 這 些管制圖的建立,應用及參數之敏感 度。-
dc.description.abstract (摘要) The study considers the adaptive statistical process control for two dependent process steps. There are three topics in the study. First, we propose the two adaptive sampling interval control charts to monitor and distinguish two dependent process steps effectively. The performance is measured by average time to signal (ATS) which is derived by Markov chain approach. The performance of the ASI control charts is compared with FSI control charts. It is demonstrated that the ASI control charts outperforms the FSI control charts. Some sensitivity analysis illustrates the effects of process parameters on the ATS. Second, the adaptive sample size control charts are derived to monitor and distinguish the two dependent process steps effectively. Its performance is also measured by average time to signal (ATS) which is derived by Markov chain approach. The performance of the ASS control charts is compared to the FSS control charts. It is demonstrated that the performance of the ASS control charts is much better than the FSS control charts. Sensitivity analysis illustrates the effects of process parameters on the ATS. Third, we combine the adaptive sample size and adaptive sampling interval to derive the ASSI control charts to monitor and distinguish two dependent process steps effectively. Its performance is also measured by average time to signal (ATS) which is derived by Markov chain approach. The performance of the ASSI control charts is compared with FSSI control charts. It is demonstrated that the ASSI control charts is much better than the FSSI control charts for very small shifts in process mean, but the performance of FSSI control charts is better than ASSI control charts for moderate shifts in the process means.-
dc.format applicaiton/pdfen_US
dc.format.extent bytesen_US
dc.format.extent 29637 bytesen_US
dc.format.extent 29637 bytes-
dc.format.extent 13061 bytes-
dc.format.mimetype application/pdfen_US
dc.format.mimetype application/pdfen_US
dc.format.mimetype application/pdf-
dc.format.mimetype text/plain-
dc.language zh-TWen_US
dc.language.iso zh-TWen_US
dc.publisher (Publisher) 臺北市:國立政治大學統計學系en_US
dc.rights (Rights) 行政院國家科學委員會en_US
dc.subject (關鍵詞) 管制圖;更新報酬過程;韋伯分配;多元製程變數-
dc.subject (關鍵詞) Dependent process steps;Control charts;Adaptive sampling interval and sample size-
dc.title (題名) 動態製程管制之研究zh_TW
dc.title.alternative (其他題名) The Study of Dynamic Process Control-
dc.type (資料類型) reporten