Voltage sags and swells. Refer to the Electrical Engineering (Vol. 95, 2013) study of transformer voltage sags and swells, Exercise 2.76 (p. 86). Recall that for a sample of 103 transformers built for heavy industry, the mean number of sags per week was 353 and the mean number of swells per week was 184. Assume the standard deviation of the sag distribution is 30 sags per week and the standard deviation of the swell distribution is 25 swells per week. Suppose one of the transformers is randomly selected and found to have 400 sags and 100 swells in a week.
a. Find the z-score for the number of sags for this transformer. Interpret this value.
b. Find the z-score for the number of swells for this transformer. Interpret this value.
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Answer:
z = 1.567
94.15 % = 97 Transformers having lesser sag
z = -3.36
4 % = 4 Transformers having lesser Swells
Step-by-step explanation:
z score = (value - mean) / SD
mean number of sags per week was 353
the standard deviation of the sag distribution is 30 sags per week
transformers randomly selected found to have 400 sags
z = ( 400 - 353)/30
z = 1.567
94.15 % = 97 Transformers having lesser sag
mean number of swells per week was 184
the standard deviation of the swells distribution is 25 swells per week
transformers randomly selected found to have 100 swells
z = ( 100 - 184)/25
z = -3.36
4 % = 4 Transformers having lesser Swells
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