Math Problem Statement

Consider the following system:

→ 0.85 → 0.85 →

Determine the probability that the system will operate under each of these conditions:

The system as shown.

Note: Do not round your intermediate calculations. Round your final answer to 4 decimal places.

Each system component has a backup with a probability of .85 and a switch that is 100 percent reliable.

Note: Do not round your intermediate calculations. Round your final answer to 4 decimal places.

Each system component has a backup with a probability of .85 and a switch that is 98 percent reliable.

Note: Do not round your intermediate calculations. Round your final answer to 4 decimal places.

Solution

This problem involves calculating the overall probability of system success based on the given conditions. Let's go through each part step by step:

1. The system as shown (→ 0.85 → 0.85 →)

For this scenario, assume that the system consists of two independent components, each with a probability of success of 0.85. Since the components are arranged in series, the overall probability of the system operating is the product of their individual probabilities.

Psystem=P1×P2=0.85×0.85P_{\text{system}} = P_1 \times P_2 = 0.85 \times 0.85

Let me calculate this.

Psystem=0.852P_{\text{system}} = 0.85^2

Psystem=0.7225P_{\text{system}} = 0.7225

Thus, the probability that the system will operate as shown is 0.7225.


2. Each system component has a backup with a probability of 0.85 and a 100% reliable switch

In this case, each component has a backup, meaning that the main component and the backup component can both try to operate, increasing the reliability of each component.

For each component, the probability of failure is: Pfailure of component=(1Pmain)×(1Pbackup)P_{\text{failure of component}} = (1 - P_{\text{main}}) \times (1 - P_{\text{backup}}) Since the probability of both the main and backup failing is the product of their individual failure probabilities:

Pfailure=(10.85)×(10.85)=0.15×0.15=0.0225P_{\text{failure}} = (1 - 0.85) \times (1 - 0.85) = 0.15 \times 0.15 = 0.0225

So, the probability of success for each component (with a backup) is: Pcomponent success=1Pfailure=10.0225=0.9775P_{\text{component success}} = 1 - P_{\text{failure}} = 1 - 0.0225 = 0.9775

Since the components are in series, the overall probability of the system operating is: Psystem=0.9775×0.9775P_{\text{system}} = 0.9775 \times 0.9775

Let me calculate this.

Psystem=0.97752=0.9555P_{\text{system}} = 0.9775^2 = 0.9555

Thus, the probability that the system will operate under these conditions is 0.9555.


3. Each system component has a backup with a probability of 0.85 and a switch that is 98% reliable

In this case, the switch is 98% reliable, meaning that it introduces an additional probability of failure in the system. The probability of each component operating successfully (including the backup and the switch reliability) becomes:

Pcomponent success=0.9775×0.98P_{\text{component success}} = 0.9775 \times 0.98

Let's calculate this:

Pcomponent success=0.9775×0.98=0.95895P_{\text{component success}} = 0.9775 \times 0.98 = 0.95895

Since the components are in series, the overall probability of the system operating is: Psystem=0.95895×0.95895P_{\text{system}} = 0.95895 \times 0.95895

Let me calculate this.

Psystem=0.958952=0.9196P_{\text{system}} = 0.95895^2 = 0.9196

Thus, the probability that the system will operate under these conditions is 0.9196.


Final Results:

  1. Probability of the system as shown: 0.7225
  2. Probability with backup and 100% reliable switch: 0.9555
  3. Probability with backup and 98% reliable switch: 0.9196

Do you have any questions or would you like additional details?


Here are 5 related questions:

  1. How does adding more components in series affect the overall system reliability?
  2. How would a 90% reliable switch affect the system probability in the third case?
  3. What is the effect of having a backup system with a lower probability of success (e.g., 0.80)?
  4. How would the system probability change if the components were arranged in parallel instead of series?
  5. What would the system reliability be if only one component had a backup?

Tip: For series systems, the reliability decreases as more components are added, but backups can significantly improve the overall probability of success.

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Math Problem Analysis

Mathematical Concepts

Probability
Reliability Theory
Series Systems
Backup Systems

Formulas

P_{system} = P_1 × P_2
P_{failure} = (1 - P_{main}) × (1 - P_{backup})
P_{component success} = 1 - P_{failure}
P_{component success with switch} = P_{component success} × P_{switch reliability}

Theorems

Probability of Independent Events
Series System Reliability

Suitable Grade Level

College or Advanced High School (Grades 11-12)