Industrial operations rely on the continuous performance of machinery, equipment, and production systems to maintain productivity and deliver consistent results. Unexpected equipment failures can disrupt production schedules, increase maintenance costs, and affect product quality. Traditional maintenance methods, such as fixed service schedules or reactive repairs, often fail to identify issues before they develop into costly operational problems.
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