Modul kuliah desain eksperimen - Teknik Industri - pertemuan 4 -desain faktorial umum

1. General Factorial
Design
ARIF RAHMAN
1

2. Experiments
Hypothesis/
Conjecture
Design of
Experiment
Conduct
Experiment
Analysis of
Data
Discussion &
Conclusion
Refine
the Model
2

3. Elements of Design of
Experiments
1. Conjecture or hypothesis
2. Response variable
3. Factors, levels and ranges
4. Treatments of factors
5. Blockings
6. Tools and methods for experiments and
measurements
7. Effect models (independent or interaction factors)
8. Replication, randomization and local factor
3

4. P Diagram
Signal
Factors
(m)
Noise
Factors
(x)
Control
Factors
(z)
Scaling
Factors
(r)
Response
Variables
(y)
F(x,m,z,r)
4
Inputs
Controllable Factors
(x)
Uncontrollable Factors
(z)
Output
(y)
F(x,z)

5. Basic Definition and Principles
5

6. Basic Definition and Principles
6

7. Basic Definition and Principles
7

8. Basic Definition and Principles
8

9. Basic Definition and Principles
9

10. Basic Definition and Principles
10

11. Basic Definition and Principles
11

12. Basic Definition and Principles
12

13. Basic Definition and Principles
13

14. Basic Definition and Principles
14

15. The Advantage of Factorial
15

16. The Advantage of Factorial
16

17. Two Factor Factorial Design
17
factor A factor B Replication Random
1 1 y111 55744
1 1 y112 78380
1 1 y113 20575
: : : :
i j yij1 98982
i j yij2 45009
i j yij3 75867
: : : :
a b yab(n-2) 10761
a b yab(n-1) 30938
a b yabn 92788

18. Two Factor Factorial Design
18

19. Two Factor Factorial Design
19

20. Two Factor Factorial Design
20

21. Two Factor Factorial Design
21

22. Two Factor Factorial Design
22

23. Two Factor Factorial Design
23

24. Two Factor Factorial Design
24

25. Two Factor Factorial Design
25

26. Two Factor Factorial Design
26

27. an Example: Battery Design
Experiment
27

28. an Example: Battery Design
Experiment
28

29. an Example: Battery Design
Experiment
29

30. an Example: Battery Design
Experiment
30

31. an Example: Battery Design
Experiment
31

32. an Example: Battery Design
Experiment
32

33. an Example: Battery Design
Experiment
33

34. an Example: Battery Design
Experiment
34

35. an Example: Battery Design
Experiment
35

36. an Example: Battery Design
Experiment
36

37. an Example: Battery Design
Experiment
37

38. an Example: Battery Design
Experiment
38

39. an Example: Battery Design
Experiment
39

40. Three Factor Factorial Design
40

41. Three Factor Factorial Design
41

42. Three Factor Factorial Design
42

43. Three Factor Factorial Design
43

44. an Example: Soft Drink Bottling
Experiment
44

45. an Example: Soft Drink Bottling
Experiment
45

46. an Example: Soft Drink Bottling
Experiment
46

47. an Example: Soft Drink Bottling
Experiment
47

48. an Example: Soft Drink Bottling
Experiment
48

49. General Factorial Design
49

50. General Factorial Design
50

51. One Observation per Cell
51

52. One Observation per Cell
52

53. One Observation per Cell
53

54. One Observation per Cell
54

55. an Example: Chemical Impurity
Experiment
55

56. an Example: Chemical Impurity
Experiment
56

57. an Example: Chemical Impurity
Experiment
57

58. Response Curve and Reponse
Surface
58

59. an Example: Battery Design
Experiment
59

60. an Example: Battery Design
Experiment
60

61. an Example: Battery Design
Experiment
61

62. an Example: Battery Design
Experiment
62

63. an Example: Cutting Tool Design
Experiment
63

64. an Example: Cutting Tool Design
Experiment
64

65. an Example: Cutting Tool Design
Experiment
65

66. an Example: Cutting Tool Design
Experiment
66

67. an Example: Cutting Tool Design
Experiment
67

68. an Example: Cutting Tool Design
Experiment
68

69. an Example: Cutting Tool Design
Experiment
69

70. an Example: Cutting Tool Design
Experiment
70

71. an Example: Cutting Tool Design
Experiment
71

72. Blocking
72

73. Blocking
73

74. Blocking
74

75. Blocking
75

76. an Example: Radar Target
Detection
76

77. an Example: Radar Target
Detection
77

78. an Example: Radar Target
Detection
78

79. an Example: Radar Target
Detection
79

80. an Example: Radar Target
Detection
80

81. an Example: Radar Target
Detection
81

82. an Example: Radar Target
Detection
82

83. an Example: Radar Target
Detection
83

84. an Example: Radar Target
Detection
84

85. 85
That’s all
... Any Questions ???