mykori wrote:
I don't think hardware suddenly fails.
it does, all electrical components have a lifespan it's a statistical number it's called mean time to failure,
it being statistical it's the reason behind warranty came to exist
what AI says:
"Mean Time to Failure (MTTF) is a reliability metric that predicts the expected operational lifespan of a non-repairable system or component before it permanently breaks down and must be replaced. It is widely used in engineering, manufacturing, and IT to plan preventive maintenance and manage spare parts inventory. [1, 2, 3]
Calculation and Formula
- Formula: \(\text{MTTF} = \frac{\text{Total Operating Hours}}{\text{Total Number of Failures}}\)
- Example: If 100 sensors run for a combined total of 50,000 hours before 5 of them fail permanently, the MTTF is 10,000 hours.
- Meaning: On average, an individual component will operate for 10,000 hours before its permanent failure. [1, 2, 3]
Key Differences from Related Metrics
- MTTF vs. MTBF: MTTF measures the average time to failure for items that are discarded and replaced (non-repairable like lightbulbs, hard drives, or resistors), whereas Mean Time Between Failures (MTBF) measures the time between failures for systems that are repaired and put back into service [0.6.1, 0.6.5, IBM]. [1, 2, 3, 4, 5]
- MTTF vs. MTTR: MTTF tracks how long a part lasts, while Mean Time to Repair (MTTR) tracks how long it takes to fix or restore a degraded system
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more
mean time to failure - Google-