Deck 12: Statistically Based Quality Improvement for Attributes
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Deck 12: Statistically Based Quality Improvement for Attributes
1
Use the following table to answer the question(s) below.

A manufacturer of FAX machines checks samples of 50 units for functionality at the conclusion of the assembly process. The results of 10 samples are shown below:
What sample is out of control?
A) 1
B) 2
C) 3
D) 4
E) none of the samples are out of control

A manufacturer of FAX machines checks samples of 50 units for functionality at the conclusion of the assembly process. The results of 10 samples are shown below:

What sample is out of control?
A) 1
B) 2
C) 3
D) 4
E) none of the samples are out of control
B
2
________ attributes relate to time.
A) Structural
B) Sensory
C) Performance
D) Temporal
E) Tactile
A) Structural
B) Sensory
C) Performance
D) Temporal
E) Tactile
D
3
Use the following table to answer the question(s) below.

A producer of contact lenses regularly takes samples of 100 lenses and inspects them for scratches. If a lens has a single scratch, it cannot be sold. The results of 10 samples are shown below: What sample is out of control?
A) 2
B) 4
C) 6
D) 8
E) none of the samples are out of control

A producer of contact lenses regularly takes samples of 100 lenses and inspects them for scratches. If a lens has a single scratch, it cannot be sold. The results of 10 samples are shown below: What sample is out of control?
A) 2
B) 4
C) 6
D) 8
E) none of the samples are out of control
E
4
________ attributes relate to the physical characteristics of a particular product or service.
A) Structural
B) Sensory
C) Performance
D) Temporal
E) Ethical
A) Structural
B) Sensory
C) Performance
D) Temporal
E) Ethical
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5
Use the following table to answer the question(s) below.

A manufacturer of FAX machines checks samples of 50 units for functionality at the conclusion of the assembly process. The results of 10 samples are shown below: What is the average proportion defective?
A) 0.07
B) 0.14
C) 0.21
D) 0.28
E) 0.35

A manufacturer of FAX machines checks samples of 50 units for functionality at the conclusion of the assembly process. The results of 10 samples are shown below: What is the average proportion defective?
A) 0.07
B) 0.14
C) 0.21
D) 0.28
E) 0.35
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6
________ attributes relate to senses of touch, smell, taste, and sound.
A) Structural
B) Sensory
C) Performance
D) Consensual
E) Ethical
A) Structural
B) Sensory
C) Performance
D) Consensual
E) Ethical
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7
Use the following table to answer the question(s) below.

A producer of contact lenses regularly takes samples of 100 lenses and inspects them for scratches. If a lens has a single scratch, it cannot be sold. The results of 10 samples are shown below: What is the average proportion defective?
A) 0.012
B) 0.014
C) 0.020
D) 0.028
E) 0.035

A producer of contact lenses regularly takes samples of 100 lenses and inspects them for scratches. If a lens has a single scratch, it cannot be sold. The results of 10 samples are shown below: What is the average proportion defective?
A) 0.012
B) 0.014
C) 0.020
D) 0.028
E) 0.035
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8
Defectives are monitored using ________.
A) c charts
B) g charts
C) u charts
D) p charts
E) d charts
A) c charts
B) g charts
C) u charts
D) p charts
E) d charts
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9
Use the following table to answer the question(s) below.

The producers of the Yugo automobile periodically inspect samples of 80 hoods for dents and scratches. A single flaw in a hood renders it unsuitable for installation in one of their fine automobiles. The results of the last 10 samples are shown below. Calculate the standard error, snp, for the np chart.
A) 7.75
B) 0.10
C) 0.31
D) 2.78
E) 2.95

The producers of the Yugo automobile periodically inspect samples of 80 hoods for dents and scratches. A single flaw in a hood renders it unsuitable for installation in one of their fine automobiles. The results of the last 10 samples are shown below. Calculate the standard error, snp, for the np chart.
A) 7.75
B) 0.10
C) 0.31
D) 2.78
E) 2.95
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10
The first step in developing an attribute process chart is to ________.
A) determine whether the critical product characteristic is a variable or an attribute
B) establish control limits
C) identify critical product characteristics
D) identify critical operations where process inspection might be needed
E) select the appropriate process chart from the many types of charts
A) determine whether the critical product characteristic is a variable or an attribute
B) establish control limits
C) identify critical product characteristics
D) identify critical operations where process inspection might be needed
E) select the appropriate process chart from the many types of charts
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11
An irregularity or problem with a larger unit is a(n) ________.
A) defect
B) defective
C) flaw
D) mistake
E) error
A) defect
B) defective
C) flaw
D) mistake
E) error
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12
Use the following table to answer the question(s) below.

A producer of contact lenses regularly takes samples of 100 lenses and inspects them for scratches. If a lens has a single scratch, it cannot be sold. The results of 10 samples are shown below: What are the lower and upper 3-sigma control limits?
A) (-0.021, 0.012)
B) (-0.021, 0.000)
C) (0.012, 0.035)
D) (0.000, 0.035)
E) (0.000, 0.049)

A producer of contact lenses regularly takes samples of 100 lenses and inspects them for scratches. If a lens has a single scratch, it cannot be sold. The results of 10 samples are shown below: What are the lower and upper 3-sigma control limits?
A) (-0.021, 0.012)
B) (-0.021, 0.000)
C) (0.012, 0.035)
D) (0.000, 0.035)
E) (0.000, 0.049)
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13
________ attributes relate to whether or not a particular product or service performs as it is supposed to.
A) Structural
B) Sensory
C) Performance
D) Temporal
E) Ethical
A) Structural
B) Sensory
C) Performance
D) Temporal
E) Ethical
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14
Use the following table to answer the question(s) below.

A manufacturer of FAX machines checks samples of 50 units for functionality at the conclusion of the assembly process. The results of 10 samples are shown below: What are the lower and upper 3-sigma control limits?
A) (-0.01, 0.09)
B) (-0.01, 0.00)
C) (-0.01, 0.09)
D) (0.00, 0.09)
E) (0.00, 0.29)

A manufacturer of FAX machines checks samples of 50 units for functionality at the conclusion of the assembly process. The results of 10 samples are shown below: What are the lower and upper 3-sigma control limits?
A) (-0.01, 0.09)
B) (-0.01, 0.00)
C) (-0.01, 0.09)
D) (0.00, 0.09)
E) (0.00, 0.29)
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15
A painter paints a wall and when too much paint is applied, drips result. In the language of attribute charts, the drips are ________.
A) defectives
B) defects
C) variables
D) critical
E) temporal
A) defectives
B) defects
C) variables
D) critical
E) temporal
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16
________ attributes answer whether a service provider is empathetic or if their accounting systems report properly.
A) Structural
B) Sensory
C) Performance
D) Temporal
E) Ethical
A) Structural
B) Sensory
C) Performance
D) Temporal
E) Ethical
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17
Which of the following is not used for monitoring defects or defectives?
A) p charts
B) np charts
C) u charts
D) c charts
E) r charts
A) p charts
B) np charts
C) u charts
D) c charts
E) r charts
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18
A unit that, as a whole, is not acceptable or does not meet performance requirements is a(n) ________.
A) defect
B) defective
C) flaw
D) mistake
E) error
A) defect
B) defective
C) flaw
D) mistake
E) error
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19
Which of the following is an example of a statistic based on an attribute?
A) s (standard deviation)
B) R (range)
C) p (proportion defective)
D) MR (moving range)
E) X bar (process population average)
A) s (standard deviation)
B) R (range)
C) p (proportion defective)
D) MR (moving range)
E) X bar (process population average)
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20
Attributes that are more internal and engineering-oriented are called ________ attributes.
A) structural
B) sensory
C) performance
D) customer-based
E) production-related
A) structural
B) sensory
C) performance
D) customer-based
E) production-related
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21
A system is to be composed of 5 identical components in series. What is the lowest reliability component that can be used in order to have an overall system reliability of 0.90?
A) 0.98
B) 0.97
C) 0.96
D) 0.95
E) 0.94
A) 0.98
B) 0.97
C) 0.96
D) 0.95
E) 0.94
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22
Use the following table to answer the question(s) below.

A parks and recreation worker counts the number of paint drips on each standard size park bench. The results from the last 10 benches are shown below. If the Parks Department decides to make a c chart, what should the lower and upper 3-sigma control limits be?
A) (-9.2, 9.2)
B) (0.0, 20)
C) (0.1, 18.3)
D) (3.1, 13.1)
E) (3.1, 18.3)

A parks and recreation worker counts the number of paint drips on each standard size park bench. The results from the last 10 benches are shown below. If the Parks Department decides to make a c chart, what should the lower and upper 3-sigma control limits be?
A) (-9.2, 9.2)
B) (0.0, 20)
C) (0.1, 18.3)
D) (3.1, 13.1)
E) (3.1, 18.3)
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23
A system is composed of three components. Two of the items are in parallel and have reliabilities of 0.95 and 0.90. The third item has a reliability of 0.98 and this item is in series with the first combination. What is the overall system reliability?
A) 0.995
B) 0.985
C) 0.975
D) 0.965
E) 0.955
A) 0.995
B) 0.985
C) 0.975
D) 0.965
E) 0.955
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24
A quality engineer notes that a process produces data that are binomial and has been obtained using a sample space that is not constant. The primary interest of the process manager is in the percentage of bad parts. An appropriate control chart to use would be a(n) ________.
A) np chart
B) p chart
C) c chart
D) u chart
E) d chart
A) np chart
B) p chart
C) c chart
D) u chart
E) d chart
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25
A system is composed of three components in series having reliabilities of 0.99, 0.98, and 0.97. What is the overall system reliability?
A) 0.97
B) 0.96
C) 0.95
D) 0.94
E) 0.93
A) 0.97
B) 0.96
C) 0.95
D) 0.94
E) 0.93
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26
A system is composed of three components in series having reliabilities of 0.85, 0.92, and 0.90. What is the overall system reliability?
A) 0.90
B) 0.85
C) 0.80
D) 0.75
E) 0.70
A) 0.90
B) 0.85
C) 0.80
D) 0.75
E) 0.70
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27
Use the following table to answer the question(s) below.

A parks and recreation worker counts the number of paint drips on each standard size park bench. The results from the last 10 benches are shown below. If the Parks Department decides to make a c chart, what should the center line be?
A) 6.9
B) 8.4
C) 9.2
D) 10.7
E) 11.3

A parks and recreation worker counts the number of paint drips on each standard size park bench. The results from the last 10 benches are shown below. If the Parks Department decides to make a c chart, what should the center line be?
A) 6.9
B) 8.4
C) 9.2
D) 10.7
E) 11.3
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28
The reliability model that shows that products are more likely to fail either very early in their useful life or very late in their useful life is called the ________.
A) half-moon hazard function
B) saucer-shaped hazard function
C) half-circle hazard function
D) cone-shaped hazard function
E) bathtub-shaped hazard function
A) half-moon hazard function
B) saucer-shaped hazard function
C) half-circle hazard function
D) cone-shaped hazard function
E) bathtub-shaped hazard function
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29
The vertical axis on the bathtub function is ________.
A) failure rate
B) time
C) predicted life
D) design reliability
E) useful life
A) failure rate
B) time
C) predicted life
D) design reliability
E) useful life
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30
System unreliability is increased with ________.
A) a redundant system
B) a parallel system
C) a backup system
D) high reliability components
E) low reliability components
A) a redundant system
B) a parallel system
C) a backup system
D) high reliability components
E) low reliability components
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31
The horizontal axis on the bathtub function is ________.
A) failure rate
B) time
C) useful life
D) design reliability
E) predicted life
A) failure rate
B) time
C) useful life
D) design reliability
E) predicted life
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32
Use the following table to answer the question(s) below.

The producers of the Yugo automobile periodically inspect samples of 80 hoods for dents and scratches. A single flaw in a hood renders it unsuitable for installation in one of their fine automobiles. The results of the last 10 samples are shown below. What are the lower and upper control limits for the np chart?
A) (-8.35, 2.8)
B) (2.8, 8.35)
C) (0.3, 17.1)
D) (8.7, 17.1)
E) (0.4, 8.7)

The producers of the Yugo automobile periodically inspect samples of 80 hoods for dents and scratches. A single flaw in a hood renders it unsuitable for installation in one of their fine automobiles. The results of the last 10 samples are shown below. What are the lower and upper control limits for the np chart?
A) (-8.35, 2.8)
B) (2.8, 8.35)
C) (0.3, 17.1)
D) (8.7, 17.1)
E) (0.4, 8.7)
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33
Use the following table to answer the question(s) below.

The producers of the Yugo automobile periodically inspect samples of 80 hoods for dents and scratches. A single flaw in a hood renders it unsuitable for installation in one of their fine automobiles. The results of the last 10 samples are shown below. What is the center line for the np chart?
A) 2.4
B) 5.8
C) 7.2
D) 8.7
E) 10.1

The producers of the Yugo automobile periodically inspect samples of 80 hoods for dents and scratches. A single flaw in a hood renders it unsuitable for installation in one of their fine automobiles. The results of the last 10 samples are shown below. What is the center line for the np chart?
A) 2.4
B) 5.8
C) 7.2
D) 8.7
E) 10.1
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34
A system is to be composed of 10 identical components in series. What is the lowest reliability component that can be used in order to have an overall system reliability of 0.90?
A) 0.99
B) 0.98
C) 0.97
D) 0.96
E) 0.95
A) 0.99
B) 0.98
C) 0.97
D) 0.96
E) 0.95
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35
A quality engineer notes that a process produces data that are binomial and has been obtained using a sample space that is not constant. The primary interest of the process manager is in the number of discrepancies per part. An appropriate control chart to use would be a(n) ________.
A) np chart
B) p chart
C) c chart
D) u chart
E) d chart
A) np chart
B) p chart
C) c chart
D) u chart
E) d chart
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36
Use the following table to answer the question(s) below.

A parks and recreation worker counts the number of paint drips on each standard size park bench. The results from the last 10 benches are shown below. If the Parks Department decides to make a c chart, what bench number is out of control?
A) 1
B) 3
C) 5
D) 7
E) none of these observations are out of control

A parks and recreation worker counts the number of paint drips on each standard size park bench. The results from the last 10 benches are shown below. If the Parks Department decides to make a c chart, what bench number is out of control?
A) 1
B) 3
C) 5
D) 7
E) none of these observations are out of control
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37
Reliability models assume statistical independence between failure events. This means that ________.
A) components do not fail
B) if one component fails, the entire system fails
C) parallel systems are unnecessary
D) the failure of one component does not influence another to fail
E) series systems are unnecessary
A) components do not fail
B) if one component fails, the entire system fails
C) parallel systems are unnecessary
D) the failure of one component does not influence another to fail
E) series systems are unnecessary
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38
Use the following table to answer the question(s) below.

The producers of the Yugo automobile periodically inspect samples of 80 hoods for dents and scratches. A single flaw in a hood renders it unsuitable for installation in one of their fine automobiles. The results of the last 10 samples are shown below. What sample is out of control?
A) 1
B) 3
C) 5
D) 4
E) 10

The producers of the Yugo automobile periodically inspect samples of 80 hoods for dents and scratches. A single flaw in a hood renders it unsuitable for installation in one of their fine automobiles. The results of the last 10 samples are shown below. What sample is out of control?
A) 1
B) 3
C) 5
D) 4
E) 10
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39
A quality engineer notes that a process produces data that are binomial and has been obtained using a sample space that is constant. The primary interest of the process manager is in the percentage of bad parts. An appropriate control chart to use would be a(n) ________.
A) p chart
B) r chart
C) c chart
D) u chart
E) d chart
A) p chart
B) r chart
C) c chart
D) u chart
E) d chart
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40
A system is composed of three components in series having reliabilities of 0.99, 0.95, and 0.90. What is the overall system reliability?
A) 0.95
B) 0.90
C) 0.85
D) 0.80
E) 0.75
A) 0.95
B) 0.90
C) 0.85
D) 0.80
E) 0.75
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41
What is the useful life in hours for a product having a reliability of 0.985 and a failure rate of 0.015 failures per hour?
A) 120
B) 200
C) 280
D) 360
E) 440
A) 120
B) 200
C) 280
D) 360
E) 440
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42
Fifty defibrillators are tested for 48 hours per machine. Of all the machines tested, 2 experience malfunctions during the test. What is the failure rate for the machines?
A) 0.004
B) 0.042
C) 0.01
D) 0.008
E) 0.0008
A) 0.004
B) 0.042
C) 0.01
D) 0.008
E) 0.0008
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43
What is the reliability of a product with a failure rate of 0.001 per operating hour and a useful life of 1500 hours?
A) 0.14
B) 0.22
C) 0.50
D) 0.78
E) 0.86
A) 0.14
B) 0.22
C) 0.50
D) 0.78
E) 0.86
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44
A local university is deciding between three different computer networks. The network servers have a mean time between failure and mean time to repair as shown in the table. MTBF MTTR
Server A 100 hrs 1 hour
Server B 250 hrs 2 hours
Server C 400 hrs 3 hours
Which server(s) will provide the greatest availability?
A) Server A
B) Server B
C) Server C
D) Server A and Server B
E) Server B and Server C
Server A 100 hrs 1 hour
Server B 250 hrs 2 hours
Server C 400 hrs 3 hours
Which server(s) will provide the greatest availability?
A) Server A
B) Server B
C) Server C
D) Server A and Server B
E) Server B and Server C
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45
Two components of reliability 0.95 are in parallel and this subsystem is connected in series to a component with a reliability of 0.90. The overall system reliability is ________.
A) 0.82
B) 0.84
C) 0.86
D) 0.88
E) 0.90
A) 0.82
B) 0.84
C) 0.86
D) 0.88
E) 0.90
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46
What is the system availability for something that has a mean time between failures of 50 hours and needs an average of 1 hour to repair when it does fail?
A) 0.98
B) 0.92
C) 0.86
D) 0.80
E) 0.74
A) 0.98
B) 0.92
C) 0.86
D) 0.80
E) 0.74
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47
What is the useful life in hours for a product having a reliability of 0.999 and a failure rate of 0.015 failures per hour?
A) 400
B) 420
C) 440
D) 460
E) 480
A) 400
B) 420
C) 440
D) 460
E) 480
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48
A local university is deciding between three different copy machines. The copy machines have a mean time between failure and mean time to repair as shown in the table. MTBF MTTR
Copier A 48 hrs 1 hour
Copier B 168 hrs 5 hours
Copier C 300 hrs 8 hours
What system(s) will provide the greatest availability?
A) Copier A
B) Copier B
C) Copier C
D) Copier A and Copier B
E) Copier B and Copier C
Copier A 48 hrs 1 hour
Copier B 168 hrs 5 hours
Copier C 300 hrs 8 hours
What system(s) will provide the greatest availability?
A) Copier A
B) Copier B
C) Copier C
D) Copier A and Copier B
E) Copier B and Copier C
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49
What is the approximate useful life in hours for a product having a reliability of 0.9978 and a failure rate of 0.001 failures per hour?
A) 6120
B) 5600
C) 5000
D) 4400
E) 3800
A) 6120
B) 5600
C) 5000
D) 4400
E) 3800
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50
A system has an availability of 90% and a mean time to repair of 48 hours. What is the mean time between failures?
A) 400 hours
B) 432 hours
C) 464 hours
D) 496 hours
E) 528 hours
A) 400 hours
B) 432 hours
C) 464 hours
D) 496 hours
E) 528 hours
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51
What is the system availability for something that has a mean time between failures of 168 hours and needs an average of 48 hours to repair when it does fail?
A) 0.98
B) 0.93
C) 0.88
D) 0.83
E) 0.78
A) 0.98
B) 0.93
C) 0.88
D) 0.83
E) 0.78
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52
A system is to be composed of 4 identical components in series. What is the lowest reliability component that can be used in order to have an overall system reliability of 0.85?
A) 0.93
B) 0.94
C) 0.95
D) 0.96
E) 0.97
A) 0.93
B) 0.94
C) 0.95
D) 0.96
E) 0.97
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53
A local fraternity is deciding between three different refrigerators. The refrigerators have a mean time between failure and mean time to repair as shown in the table. MTBF MTTR
Refrigerator A 50 hours 2 hours
Refrigerator B 125 hours 3 hours
Refrigerator C 200 hours 4 hours
What refrigerator(s) will provide the greatest availability?
A) Refrigerator A
B) Refrigerator B
C) Refrigerator C
D) Refrigerator A and Refrigerator B
E) Refrigerator A and Refrigerator C
Refrigerator A 50 hours 2 hours
Refrigerator B 125 hours 3 hours
Refrigerator C 200 hours 4 hours
What refrigerator(s) will provide the greatest availability?
A) Refrigerator A
B) Refrigerator B
C) Refrigerator C
D) Refrigerator A and Refrigerator B
E) Refrigerator A and Refrigerator C
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54
Two components of reliability 0.95 are in parallel and this subsystem is connected in series to a component with a reliability of 0.95. The overall system reliability is ________.
A) 0.93
B) 0.94
C) 0.95
D) 0.96
E) 0.97
A) 0.93
B) 0.94
C) 0.95
D) 0.96
E) 0.97
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55
Two components of reliability 0.90 are in parallel and this subsystem is connected in series to a component with a reliability of 0.95. The overall system reliability is ________.
A) 0.93
B) 0.94
C) 0.95
D) 0.96
E) 0.97
A) 0.93
B) 0.94
C) 0.95
D) 0.96
E) 0.97
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56
What is the reliability of a product with a failure rate of 0.015 per operating hour and a useful life of 250 hours?
A) 0.14
B) 0.12
C) 0.88
D) 0.98
E) 0.02
A) 0.14
B) 0.12
C) 0.88
D) 0.98
E) 0.02
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57
What is the reliability of a product with a failure rate of 0.002 per operating hour and a useful life of 1000 hours?
A) 0.14
B) 0.22
C) 0.50
D) 0.78
E) 0.86
A) 0.14
B) 0.22
C) 0.50
D) 0.78
E) 0.86
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58
What is the system availability for something that has a mean time between failures of 100 hours and needs an average of 4 hours to repair when it does fail?
A) 0.98
B) 0.92
C) 0.96
D) 0.90
E) 0.84
A) 0.98
B) 0.92
C) 0.96
D) 0.90
E) 0.84
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59
Structural attributes have to do with physical characteristics of a particular product or service.
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60
Fifty crash helmets are tested for one hundred hours per helmet. Of all the helmets tested, only one experiences a malfunction during the test. What is the failure rate for the helmets?
A) 0.0002
B) 0.002
C) 0.004
D) 0.0008
E) 0.016
A) 0.0002
B) 0.002
C) 0.004
D) 0.0008
E) 0.016
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61
The np chart is a graph of the number of defectives in a subgroup.
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62
Two items in parallel having a reliability of 0.90 have an overall system reliability of 0.81.
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63
Customer-based attributes are internal and engineering-oriented.
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64
Three items of reliability 0.90 in series has an overall system reliability of 0.73.
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65
Components in a system are in parallel if the performance of the entire system depends on all its components functioning properly.
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66
An attribute is a continuous measurement such as weight, height, or volume.
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67
A p chart can be used whether or not there is a constant sample size.
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68
A winemaker tastes several 750 ml bottles of varying vintages. A good choice for such a test would be a c chart.
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69
A painting contractor wishes to compare the work done by several painters in several rooms of varying sizes. If the contractor is concerned about drips and missed spots, an np chart would be the logical choice.
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70
The u chart is a graph of the number of defects per unit.
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71
The p chart is a process chart that is used to graph the proportion of items in a sample that are defective.
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72
Sensory attributes relate to whether or not a particular product or service performs as it is supposed to.
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73
Reliability models assume independence between failure events.
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74
The horizontal axis on the bathtub curve is reliability.
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75
When testing failure rate, there is no distinction as to whether hours of testing are continuous or performed at separate times.
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76
The vertical axis on the bathtub curve is failure rate.
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77
The lower control limit for a p chart cannot be lower than zero.
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78
An np chart can be used whether or not the sample sizes are the same.
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79
A defect is an irregularity or problem with a larger unit.
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80
The shape of the process line in a p chart and an np chart plot is always identical if the same data are used.
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