Does raceway spalling by itself prove that a bearing simply reached its normal fatigue life?

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Separate the damage description from the explanation

NSK's flaking guidance describes material loss at rolling contacts and lists several possible contributing conditions, including loading, mounting, lubrication and contamination.

The presence of spalling therefore does not, by itself, establish that the machine consumed the bearing's predicted fatigue life under the intended conditions. A photograph can document the surface condition while leaving the operating history unresolved. The investigation should distinguish what is directly observed from what is inferred about its cause. This prevents “normal fatigue” from becoming a convenient label that closes a failure report before the actual load, contact condition and service history have been examined.

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Test the normal-life explanation against the evidence

Record operating hours or cycles with their source, the original calculation if available, actual duty changes, lubricant condition and the position and extent of the damage.

Preserve the bearing's orientation relative to the machine and photograph the contacts before cleaning. Ask whether there is evidence for contamination, abnormal load distribution or another initiating condition. If service hours are unknown, say so rather than assigning an assumed lifetime to support the conclusion. A useful report can retain several explanations until the evidence distinguishes them. Replacing the bearing restores a component, but it does not establish why the previous specimen spalled or prevent the same initiating condition from recurring.