A Survey on Data-Driven Fault Diagnostic Techniques for Marine Diesel
  Engines
Ayah Youssef Hassan Noura Abderrahim El Amrani El Mostafa El Adel Mustapha Ouladsine
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 safenavigation. Swift identification and
resolution of faults are essential to prevent breakdowns,enhance safety, and
reduce the risk of catastrophic failures at sea. Proactive fault
diagnosisfacilitates timely maintenance, minimizes downtime, and ensures the
overall reliability andlongevity of marine diesel engines. This paper explores
the importance of fault diagnosis,emphasizing subsystems, common faults, and
recent advancements in data-driven approachesfor effective marine diesel engine
maintenance