A Survey on Data-Driven Fault Diagnostic Techniques for Marine Diesel Engines
Abdulkarim Youssef, Hassan Noura, Abderrahim El Amrani, El-Mostafa El Adel, Mustapha Ouladsine
Abstract
Fault diagnosis in marine diesel engines is vital for maritime safety and operational efficiency. These engines are integral to marine vessels, and their reliable performance is crucial for safe navigation. Swift identification and resolution of faults are essential to prevent breakdowns, enhance safety, and reduce the risk of catastrophic failures at sea. Proactive fault diagnosis facilitates timely maintenance, minimizes downtime, and ensures the overall reliability and longevity of marine diesel engines. This paper explores the importance of fault diagnosis, emphasizing subsystems, common faults, and recent advancements in data-driven approaches for effective marine diesel engine maintenance.