Title of article :
A modified economic-statistical design of the T2 control chart with variable sample sizes and control limits
Author/Authors :
Asghar Seif، نويسنده , , Alireza Faraz، نويسنده , , Cedric Heuchenne، نويسنده , , Erwin Saniga&M. B. Moghadam، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2011
Abstract :
Recent studies have shown that using variable sampling size and control limits (VSSC) schemes result in
charts with more statistical power than variable sampling size (VSS) when detecting small to moderate
shifts in the process mean vector. This paper presents an economic-statistical design (ESD) of the VSSC
T2 control chart using the general model of Lorenzen and Vance [22]. The genetic algorithm approach is
then employed to search for the optimal values of the six test parameters of the chart. We then compare
the expected cost per unit of time of the optimally designed VSSC chart with optimally designed VSS and
FRS (fixed ratio sampling) T2 charts as well as MEWMA charts.
Keywords :
Hotelling’s T2 Control Chart , economic-statistical design (ESD) , Markov chain , geneticalgorithm (GA) , variable sampling size and control limits (VSSC) scheme
Journal title :
JOURNAL OF APPLIED STATISTICS
Journal title :
JOURNAL OF APPLIED STATISTICS