Xbar Control - Metrologi Industri.xlsx
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Pengamatan Paku Ukuran 12 cm Resolusi Alat Ukur = 0,05 mm kelompok : 3 Anggota : Adi Risman H P Cecep Iskandar Eva Gun Gun Anbia Maman Supratman Rachmat Affandy Yandi Ramadhan Bagian A Sample num 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32
obs 1 5.10 5.25 5.50 5.10 5.15 5.25 5.10 5.10 5.10 5.20 5.20 5.20 5.15 5.25 5.10 5.10 5.15 5.10 5.15 5.25 5.15 5.10 5.10 5.20 5.10 5.20 5.10 5.20 5.10 5.15 5.10 5.10
obs 2 5.25 5.25 5.10 5.15 5.15 5.20 5.10 5.10 5.10 5.10 5.20 5.15 5.15 5.20 5.10 5.10 5.10 5.15 5.20 5.20 5.20 5.10 5.10 5.15 5.15 5.20 5.20 5.20 5.10 5.10 5.20 5.15
16210719514 16210719519 16210719525 16210719528 16210719530 16210719537 16210719546
obs 3 5.10 5.15 5.50 5.10 5.15 5.25 5.15 5.15 5.50 5.20 5.15 5.10 5.15 5.25 5.15 5.20 5.10 5.15 5.15 5.15 5.15 5.10 5.20 5.15 5.20 5.15 5.15 5.15 5.15 5.20 5.15 5.20
obs 4 5.10 5.20 5.50 5.10 5.15 5.25 5.50 5.15 5.10 5.10 5.20 5.15 5.15 5.25 5.50 5.15 5.20 5.10 5.15 5.10 5.25 5.50 5.10 5.15 5.10 5.15 5.10 5.25 5.50 5.20 5.20 5.10
obs 5 Average Range 5.30 5.17 0.20 5.20 5.21 0.10 5.10 5.34 0.40 5.10 5.11 0.05 5.20 5.16 0.05 5.25 5.24 0.05 4.95 5.16 0.55 5.15 5.13 0.05 5.10 5.18 0.40 5.10 5.14 0.10 5.20 5.19 0.05 5.10 5.14 0.10 5.10 5.14 0.05 5.25 5.24 0.05 5.50 5.27 0.40 5.15 5.14 0.10 5.20 5.15 0.10 5.10 5.12 0.05 5.20 5.17 0.05 5.25 5.19 0.15 5.25 5.20 0.10 5.50 5.26 0.40 5.10 5.12 0.10 5.20 5.17 0.05 5.10 5.13 0.10 5.20 5.18 0.05 5.25 5.16 0.15 5.25 5.21 0.10 5.50 5.27 0.40 5.15 5.16 0.10 5.15 5.16 0.10 5.10 5.13 0.10
5.4 5.35 5.3 5.25 5.2 5.15 5.1 5.05 5 4.95
1 2 3 4 5 6
33 34 35
5.10 5.20 5.10
5.20 5.20 5.25
5.15 5.15 5.15
5.15 5.10 5.20
Number Of Sample Number Of Observation Per Samples
35 5
overall mean x-bar = sigma for process = standar error of the mean = z-value for control chart =
5.18 0.10 0.04 3
CL : Center Line = LCL : Lower Control Limit = UCL : Upper Control Limit =
5.18 5.05 5.31
5.20 5.25 5.25 Mean
5.16 5.18 5.19 5.18
0.10 0.15 0.15 0.15
X-bar Control 5.4 5.35 5.3 5.25 5.2 5.15 5.1 5.05 5 4.95
1 2 3 4 5 6 7 8 9 1011121314151617181920212223242526272829303132333435 Average
CL
UCL
LCL
Average CL 5.17 5.21 5.34 5.11 5.16 5.24 5.16 5.13 5.18 5.14 5.19 5.14 5.14 5.24 5.27 5.14 5.15 5.12 5.17 5.19 5.20 5.26 5.12 5.17 5.13 5.18 5.16 5.21 5.27 5.16 5.16 5.13
UCL 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18
LCL 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31
5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05
5.16 5.18 5.19
5.18 5.18 5.18
5.31 5.31 5.31
5.05 5.05 5.05
Pengamatan Paku Ukuran 12 cm Resolusi Alat Ukur = 0,05 mm kelompok : 3 Anggota : Adi Risman H P Cecep Iskandar Eva Gun Gun Anbia Maman Supratman Rachmat Affandy Yandi Ramadhan
Sample num 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35
obs 1 5.10 5.20 5.35 5.10 5.15 5.25 5.10 5.10 5.10 5.20 5.20 5.20 5.15 5.25 5.10 5.10 5.15 5.20 5.25 5.25 5.15 5.10 5.10 5.20 5.10 5.20 5.10 5.20 5.10 5.15 5.10 5.10 5.10 5.20 5.10
obs 2 5.20 5.20 5.15 5.20 5.15 5.20 5.10 5.10 5.10 5.10 5.20 5.15 5.15 5.20 5.10 5.20 5.10 5.15 5.20 5.20 5.20 5.10 5.25 5.15 5.15 5.20 5.20 5.20 5.10 5.10 5.20 5.15 5.20 5.30 5.10
16210719514 16210719519 16210719525 16210719528 16210719530 16210719537 16210719546
obs 3 5.15 5.15 5.30 5.10 5.25 5.25 5.15 5.15 5.35 5.20 5.15 5.10 5.15 5.25 5.15 5.20 5.15 5.15 5.15 5.15 5.15 5.10 5.20 5.15 5.20 5.15 5.15 5.15 5.15 5.20 5.15 5.20 5.15 5.15 5.15
obs 4 5.05 5.25 5.20 5.10 5.15 5.30 5.50 5.20 5.10 5.10 5.25 5.05 5.15 5.20 5.30 5.15 5.20 5.20 5.15 5.15 5.20 5.35 5.10 5.25 5.10 5.10 5.20 5.20 5.35 5.25 5.10 5.15 5.20 5.20 5.20
obs 5 Average Range 5.25 5.15 0.20 5.20 5.20 0.10 5.15 5.23 0.20 5.10 5.12 0.10 5.20 5.18 0.10 5.25 5.25 0.10 5.10 5.19 0.40 5.15 5.14 0.10 5.10 5.15 0.25 5.10 5.14 0.10 5.20 5.20 0.10 5.10 5.12 0.15 5.20 5.16 0.05 5.20 5.22 0.05 5.50 5.23 0.40 5.25 5.18 0.15 5.20 5.16 0.10 5.10 5.16 0.10 5.10 5.17 0.15 5.25 5.20 0.10 5.25 5.19 0.10 5.50 5.23 0.40 5.10 5.15 0.15 5.20 5.19 0.10 5.15 5.14 0.10 5.20 5.17 0.10 5.25 5.18 0.15 5.25 5.20 0.10 5.50 5.24 0.40 5.15 5.17 0.15 5.15 5.14 0.10 5.10 5.14 0.10 5.30 5.19 0.20 5.25 5.22 0.15 5.25 5.16 0.15
Mean Number Of Sample Number Of Observation Per Samples
35 5
overall mean x-bar = sigma for process = standar error of the mean = z-value for control chart =
5.18 0.08 0.04 3
CL : Center Line = LCL : Lower Control Limit = UCL : Upper Control Limit =
5.18 5.07 5.28
5.18
0.16
x-bar control 5.35 5.30 5.25 5.20 5.15 5.10 5.05 5.00 4.95
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 Avera ge
CL
UCL
LCL
Average CL 5.15 5.20 5.23 5.12 5.18 5.25 5.19 5.14 5.15 5.14 5.20 5.12 5.16 5.22 5.23 5.18 5.16 5.16 5.17 5.20 5.19 5.23 5.15 5.19 5.14 5.17 5.18 5.20 5.24 5.17 5.14 5.14 5.19 5.22 5.16
UCL 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18
LCL 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28
5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07
Pengamatan Paku Ukuran 12 cm Resolusi Alat Ukur = 0,05 mm kelompok : 3 Anggota : Adi Risman H P Cecep Iskandar Eva Gun Gun Anbia Maman Supratman Rachmat Affandy Yandi Ramadhan Sample num 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33
obs 1 5.10 5.20 5.20 5.10 5.15 5.25 5.10 5.10 5.10 5.20 5.20 5.20 5.15 5.25 5.10 5.10 5.15 5.20 5.25 5.25 5.15 5.10 5.10 5.20 5.10 5.20 5.10 5.20 5.10 5.15 5.15 5.20 5.10
obs 2 5.20 5.30 5.15 5.20 5.20 5.20 5.10 5.20 5.10 5.10 5.20 5.15 5.15 5.20 5.10 5.20 5.25 5.15 5.20 5.20 5.20 5.10 5.25 5.15 5.15 5.20 5.20 5.20 5.15 5.20 5.20 5.30 5.20
obs 3 5.20 5.15 5.30 5.15 5.25 5.25 5.15 5.15 5.20 5.20 5.15 5.10 5.15 5.25 5.15 5.20 5.15 5.15 5.15 5.15 5.15 5.10 5.30 5.20 5.20 5.15 5.15 5.15 5.20 5.20 5.15 5.20 5.15
obs 4 5.10 5.25 5.20 5.10 5.15 5.20 5.50 5.20 5.10 5.10 5.25 5.20 5.20 5.20 5.30 5.15 5.20 5.25 5.15 5.20 5.20 5.35 5.10 5.25 5.10 5.15 5.10 5.30 5.35 5.25 5.10 5.15 5.20
obs 5 Average Range 5.25 5.17 0.15 5.10 5.20 0.20 5.15 5.20 0.15 5.10 5.13 0.10 5.20 5.19 0.10 5.25 5.23 0.05 5.30 5.23 0.40 5.15 5.16 0.10 5.10 5.12 0.10 5.15 5.15 0.10 5.15 5.19 0.10 5.10 5.15 0.10 5.20 5.17 0.05 5.20 5.22 0.05 5.50 5.23 0.40 5.25 5.18 0.15 5.20 5.19 0.10 5.10 5.17 0.15 5.20 5.19 0.10 5.25 5.21 0.10 5.20 5.18 0.05 5.30 5.19 0.25 5.10 5.17 0.20 5.20 5.20 0.10 5.20 5.15 0.10 5.20 5.18 0.05 5.25 5.16 0.15 5.25 5.22 0.15 5.50 5.26 0.40 5.20 5.20 0.10 5.15 5.15 0.10 5.10 5.19 0.20 5.15 5.16 0.10
16210719514 16210719519 16210719525 16210719528 16210719530 16210719537 16210719546
34 35
5.20 5.10
5.30 5.10
5.30 5.15
5.20 5.20
Number Of Sample Number Of Observation Per Samples
35 5
overall mean x-bar = sigma for process = standar error of the mean = z-value for control chart =
5.19 0.07 0.03 3
CL : Center Line = LCL : Lower Control Limit = UCL : Upper Control Limit =
5.19 5.09 5.28
5.30 5.20 Mean
5.26 5.15 5.19
0.10 0.10 0.14
5.30
x-bar control
5.25 5.20 5.15 5.10 5.05 5.00 4.95
1 2 3 4 5 6 7 8 9 1011121314151617181920212223242526272829303132333435 Col umn V Col umn X
Col umn W Col umn Y
Average CL 5.15 5.20 5.23 5.12 5.18 5.25 5.19 5.14 5.15 5.14 5.20 5.12 5.16 5.22 5.23 5.18 5.16 5.16 5.17 5.20 5.19 5.23 5.15 5.19 5.14 5.17 5.18 5.20 5.24 5.17 5.14 5.14 5.19
UCL 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18
LCL 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28
5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09
5.22 5.16
5.18 5.18
5.28 5.28
5.09 5.09
Pengamatan Paku Ukuran 12 cm Resolusi Alat Ukur = 0,05 mm kelompok : 3 Anggota : Adi Risman H P Cecep Iskandar Eva Gun Gun Anbia Maman Supratman Rachmat Affandy Yandi Ramadhan
Sample num 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32
obs 1 5.25 5.20 5.20 5.10 5.15 5.25 5.10 5.15 5.10 5.20 5.20 5.10 5.25 5.25 5.20 5.15 5.15 5.20 5.25 5.15 5.15 5.20 5.10 5.20 5.10 5.20 5.20 5.20 5.30 5.15 5.10 5.15
obs 2 5.20 5.20 5.25 5.20 5.15 5.25 5.15 5.10 5.10 5.10 5.20 5.15 5.25 5.20 5.30 5.20 5.20 5.25 5.20 5.20 5.20 5.20 5.25 5.15 5.15 5.25 5.20 5.15 5.25 5.20 5.20 5.15
16210719514 16210719519 16210719525 16210719528 16210719530 16210719537 16210719546
obs 3 5.15 5.15 5.30 5.15 5.25 5.25 5.15 5.15 5.35 5.20 5.15 5.10 5.15 5.25 5.15 5.20 5.15 5.20 5.15 5.15 5.25 5.20 5.20 5.15 5.20 5.15 5.15 5.15 5.20 5.25 5.25 5.20
obs 4 5.05 5.30 5.20 5.10 5.15 5.30 5.50 5.20 5.10 5.10 5.20 5.05 5.15 5.20 5.30 5.15 5.20 5.20 5.25 5.15 5.20 5.35 5.10 5.25 5.10 5.25 5.25 5.20 5.35 5.25 5.10 5.20
obs 5 Average Range 5.25 5.18 0.20 5.20 5.21 0.15 5.15 5.22 0.15 5.10 5.13 0.10 5.20 5.18 0.10 5.25 5.26 0.05 5.10 5.20 0.40 5.15 5.15 0.10 5.10 5.15 0.25 5.10 5.14 0.10 5.20 5.19 0.05 5.10 5.10 0.10 5.20 5.20 0.10 5.20 5.22 0.05 5.25 5.24 0.15 5.25 5.19 0.10 5.20 5.18 0.05 5.20 5.21 0.05 5.15 5.20 0.10 5.30 5.19 0.15 5.25 5.21 0.10 5.35 5.26 0.15 5.10 5.15 0.15 5.20 5.19 0.10 5.15 5.14 0.10 5.20 5.21 0.10 5.25 5.21 0.10 5.25 5.19 0.10 5.30 5.28 0.15 5.15 5.20 0.10 5.25 5.18 0.15 5.10 5.16 0.10
33 34 35
5.10 5.25 5.10
5.30 5.30 5.10
5.15 5.15 5.25
5.20 5.20 5.20
Number Of Sample Number Of Observation Per Samples
35 5
overall mean x-bar = sigma for process = standar error of the mean = z-value for control chart =
5.19 0.07 0.03 3
CL : Center Line = LCL : Lower Control Limit = UCL : Upper Control Limit =
5.19 5.10 5.28
5.30 5.25 5.25 Mean
5.21 5.23 5.18 5.19
0.20 0.15 0.15 0.13
x-bar control 5.30 5.25 5.20 5.15 5.10 5.05 5.00
1 2 3 4 5 6 7 8 9 1011121314151617181920212223242526272829303132333435 Average
CL
UCL
LCL
Average CL 5.18 5.21 5.22 5.13 5.18 5.26 5.20 5.15 5.15 5.14 5.19 5.10 5.20 5.22 5.24 5.19 5.18 5.21 5.20 5.19 5.21 5.26 5.15 5.19 5.14 5.21 5.21 5.19 5.28 5.20 5.18 5.16
UCL 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19
LCL 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28
5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10
5.21 5.23 5.18
5.19 5.19 5.19
5.28 5.28 5.28
5.10 5.10 5.10
obs 1 5.10 5.25 5.50 5.10 5.15 5.25 5.10 5.10 5.10 5.20 5.20 5.20 5.15 5.25 5.10 5.10 5.15 5.10 5.15 5.25 5.15 5.10 5.10 5.20 5.10 5.20 5.10 5.20 5.10 5.15 5.10 5.10
obs 2 5.25 5.25 5.10 5.15 5.15 5.20 5.10 5.10 5.10 5.10 5.20 5.15 5.15 5.20 5.10 5.10 5.10 5.15 5.20 5.20 5.20 5.10 5.10 5.15 5.15 5.20 5.20 5.20 5.10 5.10 5.20 5.15
16210719514 16210719519 16210719525 16210719528 16210719530 16210719537 16210719546
obs 3 5.10 5.15 5.50 5.10 5.15 5.25 5.15 5.15 5.50 5.20 5.15 5.10 5.15 5.25 5.15 5.20 5.10 5.15 5.15 5.15 5.15 5.10 5.20 5.15 5.20 5.15 5.15 5.15 5.15 5.20 5.15 5.20
obs 4 5.10 5.20 5.50 5.10 5.15 5.25 5.50 5.15 5.10 5.10 5.20 5.15 5.15 5.25 5.50 5.15 5.20 5.10 5.15 5.10 5.25 5.50 5.10 5.15 5.10 5.15 5.10 5.25 5.50 5.20 5.20 5.10
obs 5 Average Range 5.30 5.17 0.20 5.20 5.21 0.10 5.10 5.34 0.40 5.10 5.11 0.05 5.20 5.16 0.05 5.25 5.24 0.05 4.95 5.16 0.55 5.15 5.13 0.05 5.10 5.18 0.40 5.10 5.14 0.10 5.20 5.19 0.05 5.10 5.14 0.10 5.10 5.14 0.05 5.25 5.24 0.05 5.50 5.27 0.40 5.15 5.14 0.10 5.20 5.15 0.10 5.10 5.12 0.05 5.20 5.17 0.05 5.25 5.19 0.15 5.25 5.20 0.10 5.50 5.26 0.40 5.10 5.12 0.10 5.20 5.17 0.05 5.10 5.13 0.10 5.20 5.18 0.05 5.25 5.16 0.15 5.25 5.21 0.10 5.50 5.27 0.40 5.15 5.16 0.10 5.15 5.16 0.10 5.10 5.13 0.10
5.4 5.35 5.3 5.25 5.2 5.15 5.1 5.05 5 4.95
1 2 3 4 5 6
33 34 35
5.10 5.20 5.10
5.20 5.20 5.25
5.15 5.15 5.15
5.15 5.10 5.20
Number Of Sample Number Of Observation Per Samples
35 5
overall mean x-bar = sigma for process = standar error of the mean = z-value for control chart =
5.18 0.10 0.04 3
CL : Center Line = LCL : Lower Control Limit = UCL : Upper Control Limit =
5.18 5.05 5.31
5.20 5.25 5.25 Mean
5.16 5.18 5.19 5.18
0.10 0.15 0.15 0.15
X-bar Control 5.4 5.35 5.3 5.25 5.2 5.15 5.1 5.05 5 4.95
1 2 3 4 5 6 7 8 9 1011121314151617181920212223242526272829303132333435 Average
CL
UCL
LCL
Average CL 5.17 5.21 5.34 5.11 5.16 5.24 5.16 5.13 5.18 5.14 5.19 5.14 5.14 5.24 5.27 5.14 5.15 5.12 5.17 5.19 5.20 5.26 5.12 5.17 5.13 5.18 5.16 5.21 5.27 5.16 5.16 5.13
UCL 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18
LCL 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31 5.31
5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05 5.05
5.16 5.18 5.19
5.18 5.18 5.18
5.31 5.31 5.31
5.05 5.05 5.05
Pengamatan Paku Ukuran 12 cm Resolusi Alat Ukur = 0,05 mm kelompok : 3 Anggota : Adi Risman H P Cecep Iskandar Eva Gun Gun Anbia Maman Supratman Rachmat Affandy Yandi Ramadhan
Sample num 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35
obs 1 5.10 5.20 5.35 5.10 5.15 5.25 5.10 5.10 5.10 5.20 5.20 5.20 5.15 5.25 5.10 5.10 5.15 5.20 5.25 5.25 5.15 5.10 5.10 5.20 5.10 5.20 5.10 5.20 5.10 5.15 5.10 5.10 5.10 5.20 5.10
obs 2 5.20 5.20 5.15 5.20 5.15 5.20 5.10 5.10 5.10 5.10 5.20 5.15 5.15 5.20 5.10 5.20 5.10 5.15 5.20 5.20 5.20 5.10 5.25 5.15 5.15 5.20 5.20 5.20 5.10 5.10 5.20 5.15 5.20 5.30 5.10
16210719514 16210719519 16210719525 16210719528 16210719530 16210719537 16210719546
obs 3 5.15 5.15 5.30 5.10 5.25 5.25 5.15 5.15 5.35 5.20 5.15 5.10 5.15 5.25 5.15 5.20 5.15 5.15 5.15 5.15 5.15 5.10 5.20 5.15 5.20 5.15 5.15 5.15 5.15 5.20 5.15 5.20 5.15 5.15 5.15
obs 4 5.05 5.25 5.20 5.10 5.15 5.30 5.50 5.20 5.10 5.10 5.25 5.05 5.15 5.20 5.30 5.15 5.20 5.20 5.15 5.15 5.20 5.35 5.10 5.25 5.10 5.10 5.20 5.20 5.35 5.25 5.10 5.15 5.20 5.20 5.20
obs 5 Average Range 5.25 5.15 0.20 5.20 5.20 0.10 5.15 5.23 0.20 5.10 5.12 0.10 5.20 5.18 0.10 5.25 5.25 0.10 5.10 5.19 0.40 5.15 5.14 0.10 5.10 5.15 0.25 5.10 5.14 0.10 5.20 5.20 0.10 5.10 5.12 0.15 5.20 5.16 0.05 5.20 5.22 0.05 5.50 5.23 0.40 5.25 5.18 0.15 5.20 5.16 0.10 5.10 5.16 0.10 5.10 5.17 0.15 5.25 5.20 0.10 5.25 5.19 0.10 5.50 5.23 0.40 5.10 5.15 0.15 5.20 5.19 0.10 5.15 5.14 0.10 5.20 5.17 0.10 5.25 5.18 0.15 5.25 5.20 0.10 5.50 5.24 0.40 5.15 5.17 0.15 5.15 5.14 0.10 5.10 5.14 0.10 5.30 5.19 0.20 5.25 5.22 0.15 5.25 5.16 0.15
Mean Number Of Sample Number Of Observation Per Samples
35 5
overall mean x-bar = sigma for process = standar error of the mean = z-value for control chart =
5.18 0.08 0.04 3
CL : Center Line = LCL : Lower Control Limit = UCL : Upper Control Limit =
5.18 5.07 5.28
5.18
0.16
x-bar control 5.35 5.30 5.25 5.20 5.15 5.10 5.05 5.00 4.95
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 Avera ge
CL
UCL
LCL
Average CL 5.15 5.20 5.23 5.12 5.18 5.25 5.19 5.14 5.15 5.14 5.20 5.12 5.16 5.22 5.23 5.18 5.16 5.16 5.17 5.20 5.19 5.23 5.15 5.19 5.14 5.17 5.18 5.20 5.24 5.17 5.14 5.14 5.19 5.22 5.16
UCL 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18
LCL 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28
5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07 5.07
Pengamatan Paku Ukuran 12 cm Resolusi Alat Ukur = 0,05 mm kelompok : 3 Anggota : Adi Risman H P Cecep Iskandar Eva Gun Gun Anbia Maman Supratman Rachmat Affandy Yandi Ramadhan Sample num 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33
obs 1 5.10 5.20 5.20 5.10 5.15 5.25 5.10 5.10 5.10 5.20 5.20 5.20 5.15 5.25 5.10 5.10 5.15 5.20 5.25 5.25 5.15 5.10 5.10 5.20 5.10 5.20 5.10 5.20 5.10 5.15 5.15 5.20 5.10
obs 2 5.20 5.30 5.15 5.20 5.20 5.20 5.10 5.20 5.10 5.10 5.20 5.15 5.15 5.20 5.10 5.20 5.25 5.15 5.20 5.20 5.20 5.10 5.25 5.15 5.15 5.20 5.20 5.20 5.15 5.20 5.20 5.30 5.20
obs 3 5.20 5.15 5.30 5.15 5.25 5.25 5.15 5.15 5.20 5.20 5.15 5.10 5.15 5.25 5.15 5.20 5.15 5.15 5.15 5.15 5.15 5.10 5.30 5.20 5.20 5.15 5.15 5.15 5.20 5.20 5.15 5.20 5.15
obs 4 5.10 5.25 5.20 5.10 5.15 5.20 5.50 5.20 5.10 5.10 5.25 5.20 5.20 5.20 5.30 5.15 5.20 5.25 5.15 5.20 5.20 5.35 5.10 5.25 5.10 5.15 5.10 5.30 5.35 5.25 5.10 5.15 5.20
obs 5 Average Range 5.25 5.17 0.15 5.10 5.20 0.20 5.15 5.20 0.15 5.10 5.13 0.10 5.20 5.19 0.10 5.25 5.23 0.05 5.30 5.23 0.40 5.15 5.16 0.10 5.10 5.12 0.10 5.15 5.15 0.10 5.15 5.19 0.10 5.10 5.15 0.10 5.20 5.17 0.05 5.20 5.22 0.05 5.50 5.23 0.40 5.25 5.18 0.15 5.20 5.19 0.10 5.10 5.17 0.15 5.20 5.19 0.10 5.25 5.21 0.10 5.20 5.18 0.05 5.30 5.19 0.25 5.10 5.17 0.20 5.20 5.20 0.10 5.20 5.15 0.10 5.20 5.18 0.05 5.25 5.16 0.15 5.25 5.22 0.15 5.50 5.26 0.40 5.20 5.20 0.10 5.15 5.15 0.10 5.10 5.19 0.20 5.15 5.16 0.10
16210719514 16210719519 16210719525 16210719528 16210719530 16210719537 16210719546
34 35
5.20 5.10
5.30 5.10
5.30 5.15
5.20 5.20
Number Of Sample Number Of Observation Per Samples
35 5
overall mean x-bar = sigma for process = standar error of the mean = z-value for control chart =
5.19 0.07 0.03 3
CL : Center Line = LCL : Lower Control Limit = UCL : Upper Control Limit =
5.19 5.09 5.28
5.30 5.20 Mean
5.26 5.15 5.19
0.10 0.10 0.14
5.30
x-bar control
5.25 5.20 5.15 5.10 5.05 5.00 4.95
1 2 3 4 5 6 7 8 9 1011121314151617181920212223242526272829303132333435 Col umn V Col umn X
Col umn W Col umn Y
Average CL 5.15 5.20 5.23 5.12 5.18 5.25 5.19 5.14 5.15 5.14 5.20 5.12 5.16 5.22 5.23 5.18 5.16 5.16 5.17 5.20 5.19 5.23 5.15 5.19 5.14 5.17 5.18 5.20 5.24 5.17 5.14 5.14 5.19
UCL 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18 5.18
LCL 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28
5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09 5.09
5.22 5.16
5.18 5.18
5.28 5.28
5.09 5.09
Pengamatan Paku Ukuran 12 cm Resolusi Alat Ukur = 0,05 mm kelompok : 3 Anggota : Adi Risman H P Cecep Iskandar Eva Gun Gun Anbia Maman Supratman Rachmat Affandy Yandi Ramadhan
Sample num 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32
obs 1 5.25 5.20 5.20 5.10 5.15 5.25 5.10 5.15 5.10 5.20 5.20 5.10 5.25 5.25 5.20 5.15 5.15 5.20 5.25 5.15 5.15 5.20 5.10 5.20 5.10 5.20 5.20 5.20 5.30 5.15 5.10 5.15
obs 2 5.20 5.20 5.25 5.20 5.15 5.25 5.15 5.10 5.10 5.10 5.20 5.15 5.25 5.20 5.30 5.20 5.20 5.25 5.20 5.20 5.20 5.20 5.25 5.15 5.15 5.25 5.20 5.15 5.25 5.20 5.20 5.15
16210719514 16210719519 16210719525 16210719528 16210719530 16210719537 16210719546
obs 3 5.15 5.15 5.30 5.15 5.25 5.25 5.15 5.15 5.35 5.20 5.15 5.10 5.15 5.25 5.15 5.20 5.15 5.20 5.15 5.15 5.25 5.20 5.20 5.15 5.20 5.15 5.15 5.15 5.20 5.25 5.25 5.20
obs 4 5.05 5.30 5.20 5.10 5.15 5.30 5.50 5.20 5.10 5.10 5.20 5.05 5.15 5.20 5.30 5.15 5.20 5.20 5.25 5.15 5.20 5.35 5.10 5.25 5.10 5.25 5.25 5.20 5.35 5.25 5.10 5.20
obs 5 Average Range 5.25 5.18 0.20 5.20 5.21 0.15 5.15 5.22 0.15 5.10 5.13 0.10 5.20 5.18 0.10 5.25 5.26 0.05 5.10 5.20 0.40 5.15 5.15 0.10 5.10 5.15 0.25 5.10 5.14 0.10 5.20 5.19 0.05 5.10 5.10 0.10 5.20 5.20 0.10 5.20 5.22 0.05 5.25 5.24 0.15 5.25 5.19 0.10 5.20 5.18 0.05 5.20 5.21 0.05 5.15 5.20 0.10 5.30 5.19 0.15 5.25 5.21 0.10 5.35 5.26 0.15 5.10 5.15 0.15 5.20 5.19 0.10 5.15 5.14 0.10 5.20 5.21 0.10 5.25 5.21 0.10 5.25 5.19 0.10 5.30 5.28 0.15 5.15 5.20 0.10 5.25 5.18 0.15 5.10 5.16 0.10
33 34 35
5.10 5.25 5.10
5.30 5.30 5.10
5.15 5.15 5.25
5.20 5.20 5.20
Number Of Sample Number Of Observation Per Samples
35 5
overall mean x-bar = sigma for process = standar error of the mean = z-value for control chart =
5.19 0.07 0.03 3
CL : Center Line = LCL : Lower Control Limit = UCL : Upper Control Limit =
5.19 5.10 5.28
5.30 5.25 5.25 Mean
5.21 5.23 5.18 5.19
0.20 0.15 0.15 0.13
x-bar control 5.30 5.25 5.20 5.15 5.10 5.05 5.00
1 2 3 4 5 6 7 8 9 1011121314151617181920212223242526272829303132333435 Average
CL
UCL
LCL
Average CL 5.18 5.21 5.22 5.13 5.18 5.26 5.20 5.15 5.15 5.14 5.19 5.10 5.20 5.22 5.24 5.19 5.18 5.21 5.20 5.19 5.21 5.26 5.15 5.19 5.14 5.21 5.21 5.19 5.28 5.20 5.18 5.16
UCL 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19 5.19
LCL 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28 5.28
5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10 5.10
5.21 5.23 5.18
5.19 5.19 5.19
5.28 5.28 5.28
5.10 5.10 5.10
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