Math Problem Statement
10 items have failed out of 1010 put on test during a period of 5000 hours, calculate the failure rate reliability questions solve
Solution
To calculate the failure rate and other reliability-related metrics, we need to consider the following:
1. Failure Rate (λ):
The failure rate is calculated using the formula:
Total Operating Time is the product of the number of items and the total time period:
Given:
- Number of items = 1010
- Test period = 5000 hours
- Number of failures = 10
Thus:
Now, calculate the failure rate:
2. Mean Time Between Failures (MTBF):
The MTBF is the inverse of the failure rate:
3. Reliability (R(t)):
Reliability is the probability that an item will perform without failure over a specific period. It is calculated as:
Where is the time period for which you want to calculate the reliability.
For example, to calculate the reliability over 1000 hours:
This means there is approximately a 99.8% chance that an item will not fail within 1000 hours.
Summary of Results:
- Failure Rate (λ):
- MTBF:
- Reliability for 1000 hours (R(1000)):
Do you want more details or have any questions?
Here are some related questions:
- How does the failure rate change if the test period is doubled?
- What happens to the reliability if the number of failures increases to 20?
- How do you calculate the reliability for a different time period, say 2000 hours?
- What is the impact of reducing the number of items tested on the reliability estimate?
- How is the MTBF interpreted in practical applications?
Tip: The reliability of a system typically decreases over time, so it's crucial to know the period you're calculating reliability for.
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Math Problem Analysis
Mathematical Concepts
Failure Rate
Reliability
Exponential Distribution
Formulas
Failure Rate (λ) = Number of Failures / Total Operating Time
MTBF = 1 / λ
Reliability (R(t)) = e^(-λt)
Theorems
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Suitable Grade Level
Advanced
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