title of your presentation - shipping and the la diagnostic system: ... spare part management. a...
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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