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12 Third IMO GHG Study 2014<br />

Figure 7: Time series for trends in emissions and drivers of emissions in the container ship fleet 2007–2012.<br />

All trends are indexed to their values in 2007<br />

Figure 8: Time series for trends in emissions and drivers of emissions in the bulk carrier fleet 2007–2012.<br />

All trends are indexed to their values in 2007<br />

Note: Further data on historical trends and relationship between transport supply and demand can be found in the Second<br />

IMO GHG Study 2009.<br />

The bottom-up method constructs the calculations of ship type and size totals from calculations for the fuel<br />

consumption of each individual in-service ship in the fleet. The method allows quantification of both the<br />

variability within a fleet and the influence of slow steaming. Across all ship types and sizes, the average ratio of<br />

operating speed to design speed was 0.85 in 2007 and 0.75 in 2012. In relative terms, ships have slowed down<br />

in line with the reported widespread adoption of slow steaming, which began after the financial crisis. The<br />

consequence of this observed slow steaming is a reduction in daily fuel consumption of approximately 27%,<br />

expressed as an average across all ship types and sizes. However, that average value belies the significant<br />

operational changes that have occurred in certain ship type and size categories. Table 4 describes, for three of<br />

the ship types studied, the ratio between slow steaming percentage (average at-sea operating speed expressed<br />

as a percentage of design speed), the average at-sea main engine load factor (a percentage of the total installed<br />

power produced by the main engine) and the average at-sea main engine daily fuel consumption. Many of the

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