Stats - Independence (circuits)

Click For Summary
SUMMARY

The discussion centers on calculating the probability of a circuit operating based on the functionality of its devices. The user correctly applied the principle of independence to derive the probability that at least one path of functional devices exists, resulting in a final probability of 0.929258. An alternative method using the formula P(A ∪ B) = P(A) + P(B) - P(A ∩ B) was also presented, confirming the same result. Both methods demonstrate the application of independent probabilities in circuit functionality analysis.

PREREQUISITES
  • Understanding of probability theory, specifically independent events
  • Familiarity with circuit design and functionality
  • Knowledge of basic statistical formulas, including union and intersection of events
  • Experience with calculating probabilities for multiple independent events
NEXT STEPS
  • Study advanced probability concepts, including conditional probability and Bayes' theorem
  • Explore circuit reliability analysis techniques
  • Learn about Markov chains and their applications in reliability engineering
  • Investigate software tools for simulating circuit behavior under varying probabilities
USEFUL FOR

Students and professionals in electrical engineering, statisticians, and anyone involved in reliability analysis of systems and circuits.

mattmns
Messages
1,129
Reaction score
5
Hello, my book has this question, and no examples (very) similar to it, so I am wondering if I did it correct :smile:
---------

The following circuit operates if and only if there is a path of functional devices from left to right. The probability that deach device functions is as shown. Assume that the probability that a device is functional does not depend on whether or not other devices are functional. What is the probability that the circuit operates?---[/color]|----0.9------0.8-------0.7-----|
---|-------------------------------[/color]|-----
---[/color]|----0.95----0.95------0.95-----|-----------------

So what I did was:

Let T denote the event that the entire top is true, meaning that everything functions on the top.
Let B denote the event that the entire bottom is true.

P(T \cup B) = 1 - P(T' \cap B')
P(T' \cap B') = P(T')P(B')
P(T') = 1 - P(T1 \cap T2 \cap T3) = 1 - P(T1)P(T2)P(T3) T1 is the first thing on the top being functional (meaning 0.9), T2 being 0.8, etc
P(B') = 1 - P(B1 \cap B2 \cap B3) = 1 - P(B1)P(B2)P(B3)
P(T') = 1 - (0.9)(0.8)(0.7) = 0.496
P(B') = 1 - (.95)(.95)(.95) = 0.142625
P(T' \cap B') = (0.496)(0.142625) = 0.070742
P(T \cup B) = 1 - 0.070742 = 0.929258
Which is my answer.

Does that look correct?
Thanks!
 
Last edited:
Physics news on Phys.org
Reply

Hi! Your answer looks all right, but there is an alternative.

P(A\cup B) = P(A) + P(B) - P(A\cap B)

So P(A) = (0.9)(0.8)(0.7)...<br /> P(B) = (0.95)(0.95)(0.95)...<br /> P(A\cap B) = (0.9)(0.8)(0.7)(0.95)(0.95)(0.95)...

You will also obtain the same answer of 0.929258.
 
Last edited:

Similar threads

Replies
14
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 8 ·
Replies
8
Views
3K
  • · Replies 16 ·
Replies
16
Views
4K
  • · Replies 3 ·
Replies
3
Views
1K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 3 ·
Replies
3
Views
2K