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Redundancy. Exercises 25 and 26 involve redundancy.

Redundancy in Hospital Generators Hospitals typically require backup generators to provide electricity in the event of a power outage. Assume that emergency backup generators fail 22% of the times when they are needed (based on data from Arshad Mansoor, senior vice president with the Electric Power Research Institute). A hospital has two backup generators so that power is available if one of them fails during a power outage.

a. Find the probability that both generators fail during a power outage.

b. Find the probability of having a working generator in the event of a power outage. Is that probability high enough for the hospital?

Short Answer

Expert verified

a. The probability that both generators fail during a power outage is equal to 0.0484.

b. The probability that a generator will work during a power outage is equal to 0.952.

c. The 95% chance that there will be a working generator during a power outage is not high enough. This implies a 5% chance of total failure, which can be considered a great risk in a hospital as it can lead to the loss of lives.

Step by step solution

01

Given information

The failure rate for a generator in a power outage at a hospital is 22%.

02

Multiplication rule of probability

For a set of two or more events, the probability that they will occur together can be calculated as follows:

PAandB=PAPB|A

Here, PB|Ashows the probability of occurrence of B when A has already occurred.

03

Complementary events

For an event A, the event of occurrence of 鈥渘ot A鈥 or 鈥A鈥漣s computed as follows:

PA=1-PA

Here, A and Acan be considered as complementary events.

04

Compute the probability for the failure of both generators

a.

Let A be the event of failure of the first generator during a power outage.

The probability of failure of the first generator during a power outage is given by:

PA=22100=0.22

Let B be the event of failure of the second generator.

It is known that events A and B appear independently.

Therefore,PBA=PB .

The probability of failure of the second generator, once the first generator fails during a power outage, is given by:

PB=22100=0.22

The probability of failure of both the generators is given by:

PAandB=PAPB=0.220.22=0.0484

Therefore, the probability of failure of both the generators in a power outage is equal to 0.0484.

05

Compute the probability of having a working generator

b.

If A is the event of failure of a generator, then Ais the event that the generator works.

PA=1-PA=1-0.22=0.78

As there are a total of two generators, the probability of having a working generator in a power outage can be divided into three cases:

  • Both the generators are working:

PAandB=PAPB=0.780.78=0.6084

  • The first one is working and the second one is not working:

PAandB=PAPB=0.780.22=0.1716

  • The first one is not working and the second one is working:

PAandB=PAPB=0.220.78=0.1716

Adding the above three probabilities, the probability of a working generator during a power outage is obtained.

Pworkinggenerator=0.6084+0.1716+0.1716=0.9516

Therefore, the probability of having a working generator in a power outage is equal to 0.952.

06

Interpretation of probability

There is a 5% probability of total failure, with two backup generators at the hospital. Thus, there is an approximately 5% chance that none of the two generators will work during a power outage. The event cannot be considered rare.

This can be considered a very high probability in a hospital as there is a greater risk of losing lives if there is a power outage.

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