Intelligent Electric Grid Maintenance via an Adaptive Predictive Maintenance Optimization Algorithm
Kiran Thatikonda Kiran Thatikonda
Abstract:This study presents a novel framework for the predictive maintenance of electric grid infrastructure, leveraging an Adaptive Predictive Maintenance Optimization (APMO) algorithm. Our comprehensive system architecture integrates IoT sensors and drone surveillance, harnessing grid computing for data processing and machine learning for analytics. The APMO algorithm, underpinned by reinforcement learning, dynamically refines maintenance schedules, enhancing operational efficiency. Results from simulated sensor dat… Show more
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