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1850 1900 1950 2000

CO

2/

10

00

t m

ile

years

lb fuel/ 1000 ton miles

Coal Oil

Source: Maritime Economics M. Stopford

Data analytics

Time

Analyze

historical

data

Streaming

analytics

machine-

learning

model

Continuous

improvement

Statistical and predictive model

Machine learning algorithm

• Engine performance optimization

• Engine predictive maintenance

• Maintenance and repair planning

• Troubleshooting, supporting crews and

technical team

• Extension of Time Between Overhaul

• Training on the job

Engine diagnostic system: the applications

Engine Diagnostic System: Easy user interface

Engine Performance diagnostic

Engine Performance diagnostic

Engine components diagnostic

Troubleshooting module

Troubleshooting module

Dynamic maintenance plan

Spare part management