Author

Uduak Udoka

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Open access Sep 2026

AI-Driven Predictive Maintenance Framework for Smart Engineering Systems Using Multivariate Sensor Data

Deployment simulations demonstrate that the AI-PdM framework generalizes with greater than 90% accuracy, reduces unplanned downtime by approximately 60% (range 50-70%), and lowers overall maintenance cost by approximately 35% (range 25-40%) relative to reactive and preventive strategies.

Midighe Usoh, Uduak Udoka, Ufot Okon · Systemic Analytics · 0 citations