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AVEVA™ Manufacturing Execution System 2023 R2

Range

  • Last UpdatedMar 19, 2016
  • 2 minute read

The CL, LCL, and UCL are calculated based on the sigma setting for a characteristic. The tables below contain the formulas used to calculate CL, LCL, and UCL for a chart point.

The examples given below illustrate the control limits calculated for chart point 0.0375.

Use Tables (sigma est = 0)

Formula

Example

CL = Estimated Standard Deviation * d2 [Sample Size]

LCL = CL – (3 * (Estimated Standard Deviation * d[Sample Size]))

UCL = CL + (3 * (Estimated Standard Deviation * d[Sample Size]))

if LCL < 0 then 0; otherwise LCL

CL = 0.02205 * 2.05875 = 0.045391

The estimated standard deviation calculated from the data is 0.02205 and the d2 factor value for a sample size of 4 is 2.05875.

LCL = 0.04539 – (3 * 0.02205 * 0.87981)) = – 0.01280

Since LCL is less than 0, LCL = 0

UCL = 0.04539 + (3 * (0.02205 * 0.87981)) = 0.10358

The d3 factor value for a sample size of 4 is 0.87981.

Use Std. Dev. (sigma est = 1)

Formula

Example

CL = Standard Deviation * d[Sample Size]

LCL = CL – (3 * (Standard Deviation * d[Sample Size]))

UCL = CL + (3 * (Standard Deviation * d[Sample Size]))

if LCL < 0 then 0; otherwise LCL

CL = 0.02025 * 2.05875 = 0.04170

The standard deviation calculated from the data is 0.02025 and the d2 factor value for a sample size of 4 is 2.05875.

LCL = 0.04170 – (3 * (0.02025 * 0.87981)) = – 0.01176

Since LCL is less than 0, LCL = 0

UCL = 0.04170 + (3 * (0.02025 * 0.87981)) = 0.09516

The d3 factor value for a sample size of 4 is 0.87981.

The following tables show examples of control limits and sigma limits for all the chart points using all the data.

Label

Chart Point

Use Tables (sigma est = 0)

LCL

CL

UCL

Lower σ

Upper σ

1

0.07

0

0.051281

0.108434

0.017094

0.019051

2

0.06

0

0.037317

0.096076

0.012439

0.019586

3

0.0075

0

0.037317

0.096076

0.012439

0.019586

4

0.0375

0

0.045391

0.103584

0.015130

0.016895

Label

Chart Point

Use Std. Dev. (sigma est = 1)

LCL

CL

UCL

Lower σ

Upper σ

1

0.07

0

0.047110

0.099614

0.015703

0.017501

2

0.06

0

0.034282

0.088262

0.011427

0.017993

3

0.0075

0

0.034282

0.088262

0.011427

0.017993

4

0.0375

0

0.041699

0.095158

0.013900

0.017820

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