[KongchangAI]
Unverified50% confidenceFactExact time

The technical prerequisite for predictive maintenance is the existence of observable early signs, and that the relationship between those signs and the failure has a statistically stable association; if equipment failure is sudden and without precursors, the benefits of predictive maintenance will be significantly limited, and it is then more appropriate to rely on redundancy design and rapid response mechanisms.

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50%
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Long-term
Relevance
10/14/2026
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