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Autonomous Predictive Maintenance System for Industrial Robotics Using Edge Neural Networks

Patent #US12948372B2

Public record:Verify on Google Patents

This system utilizes lightweight machine learning models deployed on industrial robots to predict component failures in real-time. By monitoring vibration and heat signatures, it reduces unscheduled downtime in manufacturing lines.

Issue Date

5/4/2026

Inventor

Elena Rodriguez

Seller Location

United States

Price on request

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