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Statistical process control for monitoring a diffusion process

類別:會議論文

學年 / 學期:102-1

出版日期:2013-09-14 00:00:00

著者:Tsai, Tzong-Ru; Chang, Shing I; Chou, Shih-Hsiung; Chiang, Jyun-You; Sung, Wen-Yun

單位:淡江大學統計學系

會議名稱:The Eighth International Conference on Innovative Computing, Information and Control (ICICIC2013)

會議地點:Kumamoto, Japan

摘要:This study presents a new statistical process control (SPC) procedure for a process together with degradation and diffusion effects. One of such examples is the initial cool-down process of high-pressure hose production. The air temperature readings during the initial cool-down process often exhibit a non-increasing trend with a diffusion effect in that profiles generated from cycle to cycle deviates from each other more over time. A new charting procedure using the Wiener diffusion model is developed in this article. A real data set, generated from the cool-down process of high-pressure hose production, is used to demonstrate the application of proposed method.

關鍵字:Control chart;normal distribution;profile monitoring;statistical process control;Wiener diffusion model

語言:en

收錄於:EI

會議性質:國際

研討會時間:20130914~20130917

國別:JPN

公開徵稿:Y

出版型式:電子版

出處:The Eighth International Conference on Innovative Computing, Information and Control (ICICIC2013), 6p.