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Flanders Hydraulics Research (FHR) has developed a tool to analyze AIS data in a flexible and effective way. AIS data contain useful information that can for example be used to analyze shipping traffic for operational purposes or to analyze specific manoeuvres at particular locations. However, the mere size of the data files are a real challenge to work with.
The AIS data analysis tool therefore sorts vessel data based on the passing times of predefined entry lines. The data can then be filtered based on different parameters, such as ship characteristics (dimensions, type) or voyage characteristics (destination, in- or outbound sailing, draught, time). For visualisation purposes the tool also provides export options in different formats, which can be opened with GIS-viewers.
On behalf of the Common Nautical Authority, the Knowledge Centre used the tool to analyze historic ship speeds for different ship types and destinations on the Western Scheldt. AIS data of 2012 and 2013 were supplied by the Scheldt Radar Chain. In order to reduce the dataset, the study was limited to vessels longer than 200 m and wider than 30 m. The study provided insight in the influence of ship type, draught, tidal conditions and operational boundary conditions on actual ship speed for inbound and outbound manoeuvres to Flushing Sloehaven and Antwerp.
The AIS analysis tool was also applied for several other projects. One example is the analysis of passing distances and vessel speeds close to a wave gauge on the Western Scheldt in order to correlate water level changes with ship waves. Another example is a replay function of ship trajectories between two entry lines in the port of Zeebrugge in order to evaluate realistic manoeuvring speeds and rate of turn for a selection of vessels.
CFD offers the opportunity to study specific hydrodynamic problems which are difficult or impossible to study by experimental means. In addition, due to the relative short computing times, CFD can be used as a practical and cost-effective alternative for one-off experimental research. With decreasing costs of computing facilities and improvements in numerical algorithms, more complicated configurations can be tackled by CFD.
However , shallow water conditions and confined environments are still a challenge. The interaction with a nearby bottom or wall leads to a highly complex flow, which requires a much finer mesh in certain critical areas and thus longer computing times.
The software package FINETM/Marine, which is developed by NUMECA, computes the turbulent air-water flow around a vessel with the Reynolds-Averaged Navier-Stokes equations. Initial research focused on recreating experimental cases that were investigated in the towing tank at Flanders Hydraulics Research, such as ship-bank interaction and ship-ship interaction. Currently, research focuses on the behaviour in shallow water of ships with a drift angle of 30 degrees. The figure at the right shows the mass fraction on the hull and streamlines to visualize the massive separation region that originates at the bow in this condition.