Theory of Control Chart

Interested Group

Mean

Standard Deviation

Shape

Control limit

Process Capability

Distribution of all Population

Meu = X-doublebar

S

Flat, Poisson, Whatever

UCL x = X-doublebar + 3Sx

LCL x = X-doublebar - 3Sx

Cp = Spec. Tolerance / Process Spread

= Spec. Tolerance / (6Sx)

= (USL – LSL) / 6S x-bar. (n^0.5)

= (USL – LSL) / (UCLx – LCLx)

= (USL – LSL) / [(UCLx-bar – LCLx-bar) / n^0.5 ]

Distribution of Sample

Meu x = X-doublebar

Sx = S

Distribution of Subgroup Average

Meu x-bar = X-doublebar

S x-bar = Sx / n^0.5

= S / n^0.5

Bell-shape

UCL x-bar = X-doublebar + 3Sx-bar

= X-doublebar + 3(Sx / n^0.5)

LCL x-bar = X-doublebar - 3Sx-bar

= X-doublebar - 3(Sx / n^0.5)

UCL x-bar

= X-doublebar + 3Sx-bar

 

= X-doublebar + 3(Sx / n^0.5)

[But Sx = Rbar / d2 ] Therefore ;

UCL x-bar

= X-doublebar + 3(Rbar / (n^0.5) / d2)

 

= X-doublebar + A2.Rbar

   
 

A2 = 3 / [ (n^0.5). d2 ]