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: Using thermal imaging, ultrasound, or radiography to evaluate internal damage without compromising the asset's structural integrity. 3. Protection & Safety Protocols

: Creating virtual clones of physical machinery allows engineers to test stress tolerances and simulate repair protocols before deploying teams into the field. repairs11

: Machine learning models process historical performance logs to pinpoint exact component lifespans, removing guesswork from maintenance schedules. : Using thermal imaging, ultrasound, or radiography to

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