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Statistical Quality Control ppt.

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Statistical Quality Control ppt.

  1. 1. DR . SUDHIR CHANDRA SUR INSTITUE OF TECHNOLOGY & SPORTS COMPLEX Presentation on Statistical Quality Control Dept. of Automobile Engineering (OE AUE 711A) Submitted by- Pu s p e n d r a Ku ma r 2 5 5 0 3 2 1 9 0 0 4 B.Te c h ( AU E) ( Fin a l Ye a r ) SUR TECH
  2. 2. C O N T E N T S  Introduction  History  Categories  Variation in Quality  Specification and Control limits  Process Capability  Resources i i
  3. 3. INTRODUCTION St atist ical qualit y control is a n applic ation o f statistic al tec hniques to me as ure a n d inspec t the quality o f a pr oduc t, s er vic e o r pr oc es s .
  4. 4. HISTORY St atist ical qualit y c ont rol was pioneer ed b y Walter A . Shew hart a t Bell labor ator ies in the ear ly 1 9 2 0 s . Shew har t d e ve lo p ed the con tro l c hart in 1924 and the c onc ept o f a s tatis tic al c ontrol . H e c ons ulted w ith C olonel Les lie E. Simon in the applic ation o f c ontr ol c har ts to mu n itio ns manufac tur e a t the Ar my’s Pic atinny Ar s enal in 1 9 3 4 . W a l t e r A . S h e w h a r t
  5. 5. W. E dw a rd s D e m i n g i n v i t e d S h e w h a r t t o s p e a k a t t h e G r a d u a t e S c h o o l o f t h e U . S . D e p a r t m e n t o f A g r i c u l t u r e , a n d s e r v e d a s t h e e d i t o r o f S h e wh a r t ' s b o o k “ S t a t i s t i c a l M e t h o d f r o m t h e Vi e w p o i n t o f Q u a l i t y C o n t r o l ( 1 9 3 9 ) ” w h i c h wa s t h e r e s u l t o f t h a t l e c t u r e . D eming w as an impor tant arc hitect o f the quality c ontr ol s hor t c ours es that trained American indus tries the new tec hniques dur ing W W II. W . E d w a r d s D e m i n g
  6. 6. CATEGORIES Descriptive Statistics D e s c r i p t i v e s t a t i s t i c s a r e u s e d t o d e s c r i b e o r s u m m a r i z e t h e c h a r a c t e r i s t i c s o f a s a m p l e o r d a t a s e t , s u c h a s a v a r i a b l e ' s m e a n , s t a n d a r d d e v i a t i o n , o r f r e q u e n c y
  7. 7. Statistical Process Control (SPC) Acceptance Sampling S t a t i s t i c a l p r o c e s s c o n t r o l ( S P C ) i s d e f i n e d a s t h e u s e o f s t a t i s t i c a l t e c h n i q u e s t o c o n t r o l a p r o c e s s o r p r o d u c t i o n m e t h o d . A c c e p t a n c e s a m p l i n g i s a q u a l i t y c o n t r o l p r o c e d u r e , wh i c h u s e s t h e i n s p e c t i o n o f s m a l l s a m p l e s i n s t e a d o f 1 0 0 p e r c e n t i n s p e c t i o n i n m a k i n g t h e d e c i s i o n t o a c c e p t o r r e j e c t m u c h l a r g e r q u a n t i t i e s .
  8. 8. VARIATION IN QUALITY Va r i a t i o n i s a d i s p a r i t y b e t we e n a n a c t u a l m e a s u r e o f a p r o d u c t c h a r a c t e r i s t i c a n d i t s t a r g e t v a l u e . E x c e s s i v e v a r i a t i o n i s o u t s i d e t h e u p p e r a n d l o we r a c c e p t a b l e l i m i t s e s t a b l i s h e d f o r a p r o d u c t s p e c i f i c a t i o n , wh i c h c a n l e a d t o p r o d u c t d i s c a r d o r s a l v a g e . T h e v a r i a t i o n m a y b e d u e t o s u b s t a n d a r d q u a l i t y o f r a w m a t e r i a l , c a r e l e s s n e s s i n t h e p a r t o f o p e r a t o r, f a u l t i n m a c h i n e r y s y s t e m , e t c .
  9. 9. SPECIFICATION AND CONTROL LIMITS S p e c i f i c a t i o n l i m i t s a r e t h e t a r g e t s s e t f o r t h e p r o c e s s / p r o d u c t b y c u s t o m e r o r m a r k e t p e r f o r m a n c e o r i n t e r n a l t a r g e t . I n s h o r t i t i s t h e i n t e n d e d r e s u l t o n t h e m e t r i c t h a t i s m e a s u r e d . C o n t r o l l i m i t s o n t h e o t h e r h a n d a r e t h e i n d i c a t o r s o f t h e v a r i a t i o n i n t h e p e r f o r m a n c e o f t h e p r o c e s s . I t i s t h e a c t u a l v a l u e s t h a t t h e p r o c e s s i s o p e r a t i n g o n . I t i s t h e r e a l t i m e v a l u e .
  10. 10. PROCESS CAPABILITY E v a l u a t i n g t h e a b i l i t y o f a p r o d u c t i o n p r o c e s s t o m e e t o r e x c e e d p r e s e t s p e c i f i c a t i o n s , i s k n o wn a s p r o c e s s c a p a b i l i t y. P r o c e s s - c a p a b i l i t y c a n b e u s e d s t u d y t o a s s e s s t h e a b i l i t y o f a p r o c e s s t o m e e t s p e c i f i c a t i o n s . A s s e s s i n g P r o c e s s C a p a b i l i t y : S a m p l i n g S c h e m e E x a m p l e A s s e s s i n g p r o c e s s c a p a b i l i t y i s n o t e a s y. S o m e t e x t b o o k s t e a c h u s e r s t o w a i t u n t i l t h e p r o c e s s r e a c h e s e q u i l i b r i u m , t a k e r o u g h l y 3 0 s a m p l e s a n d c a l c u l a t e t h e i r s t a n d a r d d e v i a t i o n ; h o we v e r, i t i s d i ff i c u l t t o k n o w w h e n t h e p r o c e s s r e a c h e s a s t a t e o f e q u i l i b r i u m a n d i f t h e r e c o m m e n d e d s a m p l e s a r e r e p r e s e n t a t i v e o f t h e p r o c e s s .
  11. 11. RESOURCES  h t t p s : / / www. i n t o u c h - q u a l i t y. c o m / b l o g / b r i e f - h i s t o r y - o f - q u a l i t y - c o n t r o l  h t t p s : / / s m a l l b u s i n e s s . c h r o n . c o m / r o b u s t n e s s - q u a l i t y - c o n t r o l - m e t h o d - 6 2 0 7 6 . h t m l  h t t p s : / / www. w h a t i s s i x s i g m a . n e t / c o n t r o l - l i m i t s - v s - s p e c i f i c a t i o n - l i m i t s /  h t t p s : / / a s q . o r g / q u a l i t y - r e s o u r c e s / p r o c e s s - c a p a b i l i t y
  12. 12. THANK YOU

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