Calibration-free visual vibration monitoring of power equipment using SiamRPN with frame-modified scale correction

Key Points

• Calibration-free visual monitoring improves accuracy in vibration analysis, enhancing operational efficiency.
• The approach employing SiamRPN integrates innovative frame-modified scale correction, resulting in improved measurement outcomes.
• Observational analysis utilizes advanced algorithms, demonstrating new techniques for detecting vibrations in equipment.
• Implications include enhanced predictive maintenance capabilities, allowing for timely interventions and reduced downtime.