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dwt-ann-mav

Motion Amplification Video (MAV)

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Architecture of the Algorithm used in MAV

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Features of MAV

  • Visualization of Subtle Motions: Amplifies minor vibrations and movements, making them visible for analysis.
  • Non-Invasive Monitoring: Requires only video recording of the motor, eliminating the need for physical sensors.
  • High Sensitivity: Capable of detecting low-amplitude vibrations that are indicative of early-stage faults.
  • Real-Time Analysis: Provides immediate feedback on motor condition, enabling prompt maintenance actions.

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Integrated AI-driven Condition Monitoring and Fault Diagnosis for Induction Motors

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