Ayoub Mbarek

Papers

Total Citations

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About

Ayoub Mbarek is a researcher specializing in mechanical systems reliability, with a particular focus on fault detection and diagnostics in complex transmission systems. His work centers on early damage detection in planetary gear transmissions, a critical area for improving the safety and efficiency of industrial machinery, wind turbines, and aerospace applications. In his most-cited paper, "Early Damage Detection in Planetary Gear Transmission in Down-Time Regime" (2021), Mbarek introduces innovative methodologies for identifying incipient faults during non-operational periods, enabling proactive maintenance and reducing costly downtime. This contribution is especially valuable for industries where gearbox failures can lead to catastrophic consequences. While his citation count is still growing—reflecting the emerging nature of his research—Mbarek’s work demonstrates a strong potential for impact in the field of condition monitoring and predictive maintenance. His approach combines experimental validation with advanced signal processing techniques, offering practical solutions for real-world engineering challenges. As he continues to publish and collaborate, Mbarek is poised to become a key contributor to the advancement of smart maintenance strategies and the reliability of critical mechanical systems.