System Failure and Monte Carlo Simulation
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How do i calculate the probaility of system failure if the probability of failure of 4 independent components are as follows, A=0.01, B=0.04, C=0.06, D=0.03. Also, how would i relate this to monte carlo simulation
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William Rose
2021-3-30
Does the system fail if any 1 or more fails, or do they all hav to fail at once for the system to fail?
If system fails when all fail at once, then you multiply the probabilities (since they are independent).
If failure of any one or more causes system failure then you "OR" them:
Pfail=1-Pnonefail=1-(1-A)*(1-B)*(1-C)*(1-D)
logan jackson
2021-3-30
William Rose
2021-3-30
See the ealrier comment about not-a-homeowrk-servce. And my 2nd answer did tak that into account.
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Shubham Khatri
2021-4-9
0 个投票
Hello,
Given that the probabilities of failure are A=0.01, B=0.04, C=0.06, D=0.03. We calculate the probability that none of the components would fail and subract that probability with 1. This gives us the probability where atleast one component fails (including the possibility that more than one componant fails).
To know more about ,how to use the Monte-Carlo Simulation, please refer to this file exchange link to guide you with the code.
Hope it helps
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