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CONTROL CHARTS
       Cliya Jackson
       S6 E2
       Roll No 22
Definition
• Control chart is a graphical
  representation of the collected
  information.

• collected information – implies
  measured characteristics of the
  items or samples.

• Dynamic in nature – it is kept current
  and up – to – date as per the changes
  in processing conditions .
Purpose and advantages
• Depicts any change in the
  characteristics of items since the
  start of the production.

• It determines whether the process is
  in control or out of control.

• It detects unusual variations taking
  place in a process.

• It ensures product quality level.
Contd…..
• It warns in time and if the process is
  rectified at that time , scrap or
  percentage rejection can be reduced.

• It builds up the reputation of the
  organization through customer’s
  satisfaction.
Types of control charts

           Control charts



    Attribute           Variables


p   np    C     U   X bar   R       σ
X chart

• Most commonly used variables chart.


• Chart for measure of central
  tendency.


• Shows changes in process average
  and is affected by changes in
  process variability.
R chart
• Controls general variability of the
  process

• Chart for measure of spread

• Use along with X chart
Example
Sample no.          X           R
    1               7.0         2
    2               7.5         3
    3               8.5         2
    4              10.0         2
    5               9.5         3
    6              11.0         4
    7              11.5         3
    8               4.0         2
    9        3.5                3

    10              4.0         2
                   ∑ X =76   ∑ R = 26
• X and R Control
       Chart Constants
n        A   2
                 D   3
                          D   4

2        1.88        0   3.267
3       1.023        0   2.575
4       0.729        0   2.282
5       0.577        0   2.115
6       0.483        0   2.004
8        0.37    0.14     1.86
10       0.31    0.22     1.78
12       0.27    0.28     1.72
Control chart calculations
UCLR = D4 R        UCL X = X + A2 R
     = 2.11* 2.6         = 7.6 + (0.58 * 2.6)
     5.48
                         = 9.11
 CLR = R
                    CL X = X
     = 2.6
                         = 7.6
LCLR = D3 R
     = 0 * 2. 6    LCL X = X − A2 R
     =0                  = 7.6 − (0.58 * 2.6)
                         = 6.09
Plotting X chart
Plotting R chart
Control charts

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Control charts

  • 1. CONTROL CHARTS Cliya Jackson S6 E2 Roll No 22
  • 2. Definition • Control chart is a graphical representation of the collected information. • collected information – implies measured characteristics of the items or samples. • Dynamic in nature – it is kept current and up – to – date as per the changes in processing conditions .
  • 3. Purpose and advantages • Depicts any change in the characteristics of items since the start of the production. • It determines whether the process is in control or out of control. • It detects unusual variations taking place in a process. • It ensures product quality level.
  • 4. Contd….. • It warns in time and if the process is rectified at that time , scrap or percentage rejection can be reduced. • It builds up the reputation of the organization through customer’s satisfaction.
  • 5. Types of control charts Control charts Attribute Variables p np C U X bar R σ
  • 6. X chart • Most commonly used variables chart. • Chart for measure of central tendency. • Shows changes in process average and is affected by changes in process variability.
  • 7. R chart • Controls general variability of the process • Chart for measure of spread • Use along with X chart
  • 8. Example Sample no. X R 1 7.0 2 2 7.5 3 3 8.5 2 4 10.0 2 5 9.5 3 6 11.0 4 7 11.5 3 8 4.0 2 9 3.5 3 10 4.0 2 ∑ X =76 ∑ R = 26
  • 9. • X and R Control Chart Constants n A 2 D 3 D 4 2 1.88 0 3.267 3 1.023 0 2.575 4 0.729 0 2.282 5 0.577 0 2.115 6 0.483 0 2.004 8 0.37 0.14 1.86 10 0.31 0.22 1.78 12 0.27 0.28 1.72
  • 10. Control chart calculations UCLR = D4 R UCL X = X + A2 R = 2.11* 2.6 = 7.6 + (0.58 * 2.6) 5.48 = 9.11 CLR = R CL X = X = 2.6 = 7.6 LCLR = D3 R = 0 * 2. 6 LCL X = X − A2 R =0 = 7.6 − (0.58 * 2.6) = 6.09