Kelompok Cibi Cibi

Gage Name:

Date of Study:

Performed By:

Notes:

Process Tolerance

USL: 20 10

LSL: -20

StDev Multiplier: 6.00

Operator A jhony Part 1 Part 2 Part 3

Reading 1 15 18 10Reading 2 15.5 18.5 9.5Reading 3 15.3 18.6 9.4

45.8 55.1 28.9

Operator B tina Part 1 Part 2 Part 3

Reading 1 15.5 18.5 9.5Reading 2 15.3 18.5 9.3Reading 3 15 18 10

45.8 55 28.8

Operator C galih Part 1 Part 2 Part 3

Reading 1 14.5 18.2 9.5Reading 2 15 18 10Reading 3 14.6 18.6 9.6

44.1 54.8 29.1

Gage R&R Metrics

Variance

Component

% Contribution of

Variance

Component StDev

Gage R&R: 0.190851852 0.03 0.436865943

Operator (AV Appraiser Variation): 0.006555556 0.00 0.080966385

Operator * Part (INT Interaction): 0.011074074 0.00 0.105233427

Reproducibility (SQRT(AV^2 + INT^2)): 0.01762963 0.00 0.132776616

Repeatability (EV Equipment Variation): 0.173222222 0.03 0.416199738

Part Variation (PV): 674.9329136 99.97 25.979471

Total Variation (TV): 675.1237654 100.00 25.98314387

Notes:

1. AIAG recommended study includes: 10 Parts, 3 Operators and 3 Replicates. The template calculations will work wi

2. The data should be balanced with each operator measuring the same number of parts and the same number of rep

3. Enter process Upper Specification Limit (USL) and Lower Specification Limit (LSL) in the Process Tolerance windo

4. The default StDev multiplier is 6. Change this to 5.15 if AIAG convention is being used.

5. The cells shaded in light blue highlight the critical metrics Gage R&R % Total Variation (also known as %R&R) and

6. < 10% = Good Measurement System; > 30% = Bad Measurement System.

SigmaXL Copyright © 2004 - 2011

3 3

Part 4 Part 5 Part 6 Part 7 Part 8 Part 9 Part 10

16.1 31.5 30.5 46 73 74 69

16.7 31.3 29.8 46.2 73.5 75 71.2

15.9 30.5 29 46.5 73.8 74.7 71

48.7 93.3 89.3 138.7 220.3 223.7 211.2

Part 4 Part 5 Part 6 Part 7 Part 8 Part 9 Part 10

16.5 31.2 29.5 46.2 73.5 75 71.1

16 31 30.2 46.3 74 75 71.3

16.4 31.4 30 46.5 73.7 74.8 71

48.9 93.6 89.7 139 221.2 224.8 213.4

Part 4 Part 5 Part 6 Part 7 Part 8 Part 9 Part 10

16 30.5 29.6 46.5 74.2 75.5 71

15.7 31.1 29.5 46.2 74.4 74.8 69.5

16.1 31 29.3 46 74 75 69.7

47.8 92.6 88.4 138.7 222.6 225.3 210.2

StDev *

Multiplier

% Total

Variation (TV) % Tolerance

2.621195656 1.68 6.55

0.485798312 0.31 1.21

0.63140056 0.41 1.58

0.796659693 0.51 1.99

2.49719843 1.60 6.24

155.876826 99.99 389.69

155.8988632 100.00 389.75

h a minimum of 2 Operators, 2 Parts and 2 Replicates.

licates.

. This is used to determine the % Tolerance metrics. If the specification is single-sided, leave both entries blank.

Create Stacked Column Format

for "Analyze Gage R&R" >>

Tolerance.

20512.71

21050.5

20922.25

21005.59

21120.25

21033.9

21103.29

20828.04

20805.07

188371.2

188381.6

133696.1

3468.8

133695.3

188366.7

155.8989

40

0.79666

0.511011

1.991649

0.132777

6.552989

699.34 1012.21 278.61 790.91 790.91 2659.29 6412.69 16177.69

699.34 1008.5 276.74 797.21 797.21 2682.29 6440.38 16309.94

648.41 1001.2 282.41 761.7 761.7 2604.9 6412.69 16517

135.7 164.9 86.8 145.4 279.5 267.4 416.4 664.1

2046.054 3021.334 837.1378 2349.018 8680.027778 7944.751 19265.44 49003.20111

10.39333 0.806222222 54671.424

0.173222 0.403111111 6074.602667

0.4162 0.080966385 25.979471

2.497198 0.485798312 99.98586442

1.601807 0.311611196 155.876826

0.173222 0.006555556 674.9329136

6.242996 1.21449578 389.692065

25.98314

389.7472

SigmaXL Gage R&R

16681.09 14871.44 62478.946667 62485.46 1155

16845.04 15179.9 63158.460000 63159.74 1160.2

16920.29 14729.34 62733.800000 62736.4 1153.6

673.8 634.8

50445.16 44774.56

0.206444444 54686.34

1.191789609

0.105233427 0.436866

0.405006519

0.63140056 2.621196

0.011074074 0.190852

1.578501399 1.681344

Part Operator Reading

Part 01 Operator A 15

Part 02 Operator A 18

Part 03 Operator A 10

Part 04 Operator A 16.1

Part 05 Operator A 31.5

Part 06 Operator A 30.5

Part 07 Operator A 46

Part 08 Operator A 73

Part 09 Operator A 74

Part 10 Operator A 69

Part 01 Operator B 15.5

Part 02 Operator B 18.5

Part 03 Operator B 9.5

Part 04 Operator B 16.5

Part 05 Operator B 31.2

Part 06 Operator B 29.5

Part 07 Operator B 46.2

Part 08 Operator B 73.5

Part 09 Operator B 75

Part 10 Operator B 71.1

Part 01 Operator C 14.5

Part 02 Operator C 18.2

Part 03 Operator C 9.5

Part 04 Operator C 16

Part 05 Operator C 30.5

Part 06 Operator C 29.6

Part 07 Operator C 46.5

Part 08 Operator C 74.2

Part 09 Operator C 75.5

Part 10 Operator C 71

Part 01 Operator A 15.5

Part 02 Operator A 18.5

Part 03 Operator A 9.5

Part 04 Operator A 16.7

Part 05 Operator A 31.3

Part 06 Operator A 29.8

Part 07 Operator A 46.2

Part 08 Operator A 73.5

Part 09 Operator A 75

Part 10 Operator A 71.2

Part 01 Operator B 15.3

Part 02 Operator B 18.5

Part 03 Operator B 9.3

Part 04 Operator B 16

Part 05 Operator B 31

Part 06 Operator B 30.2

Part 07 Operator B 46.3

Part 08 Operator B 74

Part 09 Operator B 75

Part 10 Operator B 71.3

Part 01 Operator C 15

Part 02 Operator C 18

Part 03 Operator C 10

Part 04 Operator C 15.7

Part 05 Operator C 31.1

Part 06 Operator C 29.5

Part 07 Operator C 46.2

Part 08 Operator C 74.4

Part 09 Operator C 74.8

Part 10 Operator C 69.5

Part 01 Operator A 15.3

Part 02 Operator A 18.6

Part 03 Operator A 9.4

Part 04 Operator A 15.9

Part 05 Operator A 30.5

Part 06 Operator A 29

Part 07 Operator A 46.5

Part 08 Operator A 73.8

Part 09 Operator A 74.7

Part 10 Operator A 71

Part 01 Operator B 15

Part 02 Operator B 18

Part 03 Operator B 10

Part 04 Operator B 16.4

Part 05 Operator B 31.4

Part 06 Operator B 30

Part 07 Operator B 46.5

Part 08 Operator B 73.7

Part 09 Operator B 74.8

Part 10 Operator B 71

Part 01 Operator C 14.6

Part 02 Operator C 18.6

Part 03 Operator C 9.6

Part 04 Operator C 16.1

Part 05 Operator C 31

Part 06 Operator C 29.3

Part 07 Operator C 46

Part 08 Operator C 74

Part 09 Operator C 75

Part 10 Operator C 69.7

Label Reading 1 Reading 2 Reading 3

A - 1 15 15.5 15.3

A - 2 18 18.5 18.6

A - 3 10 9.5 9.4

A - 4 16.1 16.7 15.9

A - 5 31.5 31.3 30.5

A - 6 30.5 29.8 29

A - 7 46 46.2 46.5

A - 8 73 73.5 73.8

A - 9 74 75 74.7

A - 10 69 71.2 71

B - 1 15.5 15.3 15

B - 2 18.5 18.5 18

B - 3 9.5 9.3 10

B - 4 16.5 16 16.4

B - 5 31.2 31 31.4

B - 6 29.5 30.2 30

B - 7 46.2 46.3 46.5

B - 8 73.5 74 73.7

B - 9 75 75 74.8

B - 10 71.1 71.3 71

C - 1 14.5 15 14.6

C - 2 18.2 18 18.6

C - 3 9.5 10 9.6

C - 4 16 15.7 16.1

C - 5 30.5 31.1 31

C - 6 29.6 29.5 29.3

C - 7 46.5 46.2 46

C - 8 74.2 74.4 74

C - 9 75.5 74.8 75

C - 10 71 69.5 69.7

MEASUREMENT SYSTEM STUDY FOR ATTRIBUTE DATA (Recommend 3 Appraisers, 2 Repeat

Product/Unit Name:

Date of Study:

Performed By:

Notes:

Good Part or Unit:

Bad Part or Unit:

Part True Standard Trial # 1 Trial #2

1 NG NG NG

2 G G G

3 G G G

4 NG NG NG

5 NG NG NG

6 G G G

7 NG G G

8 G G G

9 G G G

10 NG NG NG

11 NG NG NG

12 G G G

13 NG G G

14 G G G

15 NG NG NG

16 NG G G

17 G G G

18 NG NG NG

19 G G G

20 G G NG

21

22

23

24

25

26

27

28

29

30

Attribute MSA Analysis:

Within Appraiser Agreement: # Inspected # Matched Percent 95% LC

A 20 19 95.00% 75.13%

B 20 18 90.00% 68.30%

joni

Create Stacked Column f

with "Attribute MSA (

C 20 18 90.00% 68.30%

Each Appraiser vs Standard Agreement: # Inspected # Matched Percent 95% LC

A 20 16 80.00% 56.34%

B 20 16 80.00% 56.34%

C 20 16 80.00% 56.34%

Between Appraiser Agreement: # Inspected # Matched Percent 95% LC

20 15 75.00% 50.90%

All Appraisers vs Standard Agreement: # Inspected # Matched Percent 95% LC

20 15 75.00% 50.90%

Notes:

1. Recommend study includes: 3 Appraisers, 2 to 3 Replicates, minimum of 10 Good Parts and 10 Bad Parts.

2. The data should be balanced with each appraiser evaluating the same number of parts and the same number of replicates

3. Specify the Good Part or Unit as “G” or other appropriate text (“P”, “Y”, etc.). Specify the Bad Part or Unit as “NG” or other 

4. Be careful to avoid typing or spelling errors when entering the results. A space accidentally inserted after a character will

SigmaXL Copyright © 2004 - 2011

, Minimum of 10 Good Parts and 10 Bad Parts)"

0=Correct Appraisal

1=Incorrect Appraisal

Trial # 1 Trial #2 Trial # 1 Trial #2 joni Iki Tina

NG NG NG NG 0 0 0

G G G G 0 0 0

G G G G 0 0 0

NG NG NG NG 0 0 0

NG NG NG NG 0 0 0

G NG NG NG 0 1 0

G G NG G 0 0 1

G G G G 0 0 0

G G G G 0 0 0

NG NG NG NG 0 0 0

NG NG NG NG 0 0 0

G G G G 0 0 0

G NG NG G 0 1 1

G G G G 0 0 0

NG NG NG NG 0 0 0

NG NG NG NG 0 0 0

G G G G 0 0 0

NG NG NG NG 0 0 0

G G G G 0 0 0

NG NG NG NG 1 0 0

1 2 2

95% UC

Cohen's

Kappa

99.87%

98.77%

Iki Tina Within Appraiser Error

r

mat to Analyze

Binary)" >>

98.77%

Type I = False Reject (Appraiser Rejected Good Part)

Type II = False Accept (Appraiser Accepted Bad Part)

Mixed = Assessments across trials are not identical

95% UC

Type I

Errors

Type I

Error %

Type II

Errors

Type II

Error %

Mixed

Error

Mixed

Error %

Cohen's

Kappa

94.27% 0 0 1 5.00% #VALUE!

94.27% 0 0 2 10.00% #VALUE!

94.27% 0 0 2 10.00% #VALUE!

95% UC

91.34%

95% UC

Cohen's

Kappa

91.34% #VALUE!

.

appropriate text (“F”, “N”, etc.).

e treated as a different value leading to incorrect results.

0=Does Not Match Condition

1=Matches Condition

G/G G/NG NG/G NG/NG

0 0 0 0

0 0 0 0

0 0 0 0

0 0 0 0

0 0 0 0

0 0 0 0

0 0 0 0

0 0 0 0

0 0 0 0

0 0 0 0

0 0 0 0

0 0 0 0

0 0 0 0

0 0 0 0

0 0 0 0

0 0 0 0

0 0 0 0

0 0 0 0

0 0 0 0

0 0 0 0

Count:

0 0 0 0 0

Proportions: Proportions:

p_obs: p_obs:

p_chance: p_chance:

Within Appraiser A - Cohen's Kappa Calculations

A: Temp B: Conc C: Supplier Yield

45 15 1 78.4

25 5 0 43.3

0=Does Not Match Condition 0=Does Not Matc

1=Matches Condition 1=Matches Condi

G/G G/NG NG/G NG/NG G/G

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

Count:

0 0 0 0 0 0

Proportions:

p_obs:

p_chance:

Within Appraiser B - Cohen's Kappa Calculations Within Ap

h Condition 0=Correct Appraisal

tion 1=Incorrect Appraisal

G/NG NG/G NG/NG Appraiser A Appraiser B Appraiser C

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 1 1

0 0 0 1 1 1

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 1 1 1

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 1 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 1 1 1

Count:

0 0 0 0 4 4 4

raiser C - Cohen's Kappa Calculations Appraiser vs Standard Error