In industrial systems where a single turbine blade failure costs $1.2 million/hour in downtime, degradation modeling has become the linchpin of predictive maintenance. Yet 43% of manufacturers still rely on reactive repairs, according to 2023 McKinsey data. Why does this knowledge gap persist when sensor networks generate petabytes of operational data daily?
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