Quadratic Time-Frequency Analysis of Vibration Signals for Diagnosing Bearing Faults

no code implementations • 2 Jan 2024 • Mohammad Al-Sa'd, Tuomas Jalonen, Serkan Kiranyaz, Moncef Gabbouj

Diagnosis of bearing faults is paramount to reducing maintenance costs and operational breakdowns.

Real-Time Vibration-Based Bearing Fault Diagnosis Under Time-Varying Speed Conditions

no code implementations • 30 Nov 2023 • Tuomas Jalonen, Mohammad Al-Sa'd, Serkan Kiranyaz, Moncef Gabbouj

Detection of rolling-element bearing faults is crucial for implementing proactive maintenance strategies and for minimizing the economic and operational consequences of unexpected failures.

Real-Time Damage Detection in Fiber Lifting Ropes Using Convolutional Neural Networks

no code implementations • 23 Feb 2023 • Tuomas Jalonen, Mohammad Al-Sa'd, Roope Mellanen, Serkan Kiranyaz, Moncef Gabbouj

The health and safety hazards posed by worn crane lifting ropes mandate periodic inspection for damage.