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Reliability of CD-ROMs. In Reliability Ques (March 2004), the exponential distribution was used to model the lengths of life of CD-ROM drives in a two-drive system. The two CD-ROM drives operate independently, and at least one drive must be operating for the system to operate successfully. Both drives have a mean length of life of 25,000 hours.

a. The reliability R(t) of a single CD-ROM drive is the probability that the life of the drive exceeds t hours. Give a formula for R(t).

b. Use the result from part a to find the probability that the life of the single CD-ROM drive exceeds 8,760 hours (the number of hours of operation in a year).

c. The Reliability S(t) of the two-drive/CD-ROM system is the probability that the life of at least one drive exceeds thours. Give a formula for S(t). [Hint: Use the rule of complements and the fact that the two drives operate independently.]

d. Use the result from part c to find the probability that the two-drive CD-ROM system has a life whose length exceeds 8,760 hours.

e. Compare the probabilities you found in parts b and d.

Short Answer

Expert verified

a. The formula for Reliability is Rt=e-t25000.

b. The probability that the life of the single CD-ROM drive exceeds 8760 hours is 0.7044.

c. The formula of the Reliability of the CD-ROM system is St=2e-t25000-e-2t25000.

d. The probability that the two-drive CD-ROM system has a life whose length exceeds 8,760 hours is 0.9126.

e. The Reliability of the single CD-ROM drive is 0.7044 while that of a two-drive CD-ROM system is 0.9126, which means the system with two drives CD-ROM is more reliable than the single CD-ROM drive.

Step by step solution

01

Given information

The two CD-ROM drives operate independently in a two-drive system. The length of life of CD-ROM drives in a two-drive system is exponentially distributed with a mean of 25000 hours.

Let T1and T2represents the length of life of two CD-ROMs, respectively.

The probability density function of each is:

ft=125000e-t25000;t>0

.

02

Obtaining the formula for the reliability function

a.

The formula of a single CD-ROM drive is obtained as follows:

Rt=PT>t=e-t25000.

Thus the formula for Reliability is Rt=e-t25000.

03

Computing the required probability

b.

The probability that the life of the single CD-ROM drive exceeds 8760 hours is obtained as:

PT>8760=e-876025000=e-0.3504=0.7044.

Therefore, the required probability is 0.7044.

04

Obtaining the formula for the Reliability of the CD-ROM System

c.

The system's Reliability is that the life of at least one drive exceeds t hours.

That is, 1-PNodriveexceesthours.

Where,

PNodriveexceesthours=PT1⩽tandT2⩽t.

Since the two drives operate independently,

PNodriveexceesthours=PT1⩽tPT2⩽t=1-PT1>t×1-PT2>t=1-e-t250001-e-t25000=1-2e-t25000+-e-2t25000

Therefore,

St=1-PNodriveexceesthours=1-1-2e-t25000+e-2t25000=2e-t25000-e-2t25000.

Thus, the formula for the Reliability of the CD-ROM system is St=2e-t25000-e-2t25000.

05

Computing the Reliability of the CD-ROM system

d.

The probability that the two-drive CD-ROM system has a life whose length exceeds 8,760 hours is obtained as:

S8760=2e-876025000-e-2×876025000=2e-0.3504-e-0.7008=2×0.7044-0.4962=1.4088-0.4962=0.9126.

Thus the required probability is 0.9126.

06

Comparison of the results 

e.

The Reliability of the single CD-ROM drive is 0.7044 while that of a two-drive CD-ROM system is 0.9126, which means the system with two drives CD-ROM is more reliable than the single CD-ROM drive.

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