A Graphical Method to Control Process Capability

作者: Kerstin Vännman

DOI: 10.1007/978-3-642-57590-7_18

关键词:

摘要: We suggest that one should focus on the process parameters (y, a) instead of capability index alone by using plots, both when defining what is meant a capable and deciding whether can be considered or not. First we introduce so called (S, y)-plot, to define region. The y)-plot based but focuses (µ, a). have earlier defined class indices, containing indices C 13 , pk pm k. By varying various as well regions with different properties are obtained.Under assumption normality two plots used interpreting results estimated in above mentioned for One these (b“, which generalization y)-plot. other confidence rectangle plot. This plot region y), plotted (S,y)-plot. These compared discussed from aspects. An advantage plot, alone, will instantly get visual information, simultaneously about location spread studied characteristics, information process. When non-capable, helpful trying understand if it variability, deviation target, need reduced improve capability. In this way proposed graphical methods give clear direction quality improvement.

参考文章(19)
W. L. Pearn, Samuel Kotz, Norman L. Johnson, Distributional and Inferential Properties of Process Capability Indices Journal of Quality Technology. ,vol. 24, pp. 216- 231 ,(1992) , 10.1080/00224065.1992.11979403
Lai K. Chan, Smiley W. Cheng, Frederick A. Spiring, A New Measure of Process Capability: Cpm Journal of Quality Technology. ,vol. 20, pp. 162- 175 ,(1988) , 10.1080/00224065.1988.11979102
Kjell A. Doksum, Peter J. Bickel, Mathematical Statistics: Basic Ideas and Selected Topics ,(1977)
Mats Deleryd, On the gap between theory and practice of process capability studies International Journal of Quality & Reliability Management. ,vol. 15, pp. 178- 191 ,(1998) , 10.1108/02656719810204892
Kerstin Vännman, Distribution and moments in simplified form for a general class of capability indices Communications in Statistics-theory and Methods. ,vol. 26, pp. 159- 179 ,(1997) , 10.1080/03610929708831908
Mats Deleryd, Kerstin Vännman, Process capability plots—a quality improvement tool Quality and Reliability Engineering International. ,vol. 15, pp. 213- 227 ,(1999) , 10.1002/(SICI)1099-1638(199905/06)15:3<213::AID-QRE245>3.0.CO;2-O
Samuel Kotz, Norman L. Johnson, Process Capability Indices Technometrics. ,vol. 37, pp. 233- 233 ,(1995) , 10.1201/9780203741948
KERSTIN VÄNNMAN, SAMUEL KOTZ, A SUPERSTRUCTURE OF CAPABILITY INDICES — ASYMPTOTICS AND ITS IMPLICATIONS International Journal of Reliability, Quality and Safety Engineering. ,vol. 02, pp. 343- 360 ,(1995) , 10.1142/S0218539395000253
Madhan Shridhar Phadke, Quality Engineering Using Robust Design ,(2015)