Propulsion modelling: More efficient ship propulsion through statistical modelling and control.

Data

Data sets

Download the raw dataset here. The article A Machine-Learning Approach to Predict Main Energy Consumption under Realistic Operational Conditions gives an introduction to the dataset given here. The article can be downloaded under the Publications section.

It is not known how some of the measurements correspond to the physical setup, e.g. the rudder and pitch measurements. Here the measured voltage output from the devices are given.

Filename	Description	Units
fuelDensity.csv	Fuel density	kg/l
fuelTemp.csv	Fuel temrature	C
fuelVolumeFlowRate.csv	Fuel volume flow rate	L/s
inclinometer-raw.csv	Inclinometer trim angle	degrees
latitude.csv	Latitude
longitude.csv	Longitude
level1median.csv	Port level measurements	m
level2median.csv	Starboard level mearurements	m
longitudinalWaterSpeed.csv	Speed through watre (STW)	kn
portPitch.csv	Port propeler pitch	-10 - 10 V
portRudder.csv	Port rudder angle	-10 - 10 V
speedKmh.csv	Speed over ground (SOG)	Km/h
speedKnots.csv	Speed over ground (SOG)	Kn
starboardPitch.csv	Starboard propeller pitch	-10 - 10 V
starboardRudder.csv	Starboard rudder angle	-10 - 10 V
trackDegreeMagnetic.csv	Track degree magnetic	degrees
trackDegreeTrue.csv	Track degree true	degrees
trueHeading.csv	True heading	degrees
windAngle.csv	Wind angle	degrees
windSpeed.csv	Wind speed	m/s

We are very interested in knowing about similar datasets. So if you know of any, please don't hesitate to contact us :)

Return to Top
Page last modified Tue Jul 19 14:58:39 2011.

Modelling

Publications

Data

Software

Implementation