Question

The failure data for 40 electronic components is shown below:

Operating Time (in hours) 0-5 5-10 10-15  15-20 20-25 25-30
Number of Failures 5 7 6 4 5 4
Operating Time (in hours) 30-35  35-40 40-45 45-50 ≥50  
Number of Failures 4 0 2 1 2  

Estimate the reliability, cumulative failure distribution, failure density and failure rate functions.

08 Sep 2023
Answer :
Word Count : 520

To estimate reliability, cumulative failure distribution, failure density, and failure rate functions, we'll use the given failure data for electronic components. We can start by calculating the reliability, cumulative failure distribution, failure density, and failure rate for each time interval. Then, we'll summarize these values for each interval.

1. Reliability (R(t)):
Reliability is the probability that a component will survive beyond a given time t. It can be calculated as the complement of the cumulative failure distribution function.

\small \[ R(t) = 1 - F(t) \]

Where:
- \small \(R(t)\) is the reliability at time t.
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