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)
54
Montes (2005) provides a detailed documentation
of Optimum Track Ship Routing (OTSR), an
automation of the weather ship routing service
providedbytheUSnavy.Therouteisretrievedbya
binary heap version of Dijkstra’s algorithm. The
system employs model fields with ½ degree spatial
resolution for both wind
and waves in the Western
Pacific Ocean. The safety is taken into account by
restricting navigation to grid points where
windspeedand wave height are within ship’s
predefinedlimits.
FortheDSS under developmentthefocus will be
on the Mediterranean Sea, where an operational
distribution of oceanographic fields
is already
running
7
(Pinardi & Coppini 2010) and subregional
models with high spatial temporal resolution are
under development in the framework ofIONIO and
TESSA projects. This willprovide a special focus on
Southern Italian seas, and in particular on their
coastalzone.TheprototypeDSSillustratedheretakes
into account the safety
restrictions from the most
recent technical guidelines for avoiding dangerous
situations on the ship. The prototype uses time‐
dependent environmental information for
computationoftheoptimalroutewithrespecttototal
navigation time. Route optimization with respect to
fuel consumption and other parameters is at the
planningstage.
The present paper
is organized into 4 sections,
which besides Introduction include a description of
thestructureoftheprototype(Sect.2),theapplication
oftheprototypetoseveralidealizedand yet realistic
situations(Sect.3),theconclusionsandabriefoutlook
offuturedevelopments(Sect.4).
2 PROTOTYPESTRUCTURE
In this section, the main features
of the prototype
systemapplicationaredescribed:thegridresolution,
the input fields, the ship response parametrization,
the constraints for navigational safety, and the
minimizationalgorithm.
2.1 Grid
The prototype DSS is based on a shortest path
algorithmonagraph.
Graphsaregridsforwhicheachgridpoint(“node”
or“vertex”)
isconnectedtoasubsetoftheremaining
nodes.Toeachconnection(“edge”or“link”)aweight
isassigned.Ifsuchweightdependsontheorientation
of the edge, the graph is said to be “directed”. The
objective of a shortest path algorithm is to find a
sequenceofedges
betweengivenstartandendnodes,
which lead to a minimum sum of the weights. If
chosenedgeweightisthetimeneededfornavigating
between edge nodes, then upon termination the
shortestpathalgorithmdeliverstheminimumvoyage
time.
7
http://gnoo.bo.ingv.it/myocean/
Model grid (i.e. the grid on which the meteo‐
oceanographic information is available) and graph
gridareingeneraldifferent.Sinceforthemomentwe
usesyntheticdataonly,wefindconvenienttoidentify
modelandgraphgrid.
A regular squared grid is constructed, with N
y
rows and N
x columns of nodes (see Table 1 for the
numericalvaluesoftheseandotherparameters).
In the work of Montes (2005), 8 edges and 8
directions per node are used, corresponding for the
northeasternquadrant oforiginnodeOto thenodes
marked with A and C in Figure 1.
This implies an
angularresolutionof45°.
Inourprototypeinstead,eachnodeisconnectedto
atotalof24edges,allowingfor16distinctdirections.
In Figure 1, points marked by A’, B’, C’, and D’
corresponds to the 4 possible directions in the
northeastern quadrant of origin node O.
Such an
organizationoftheedgesenablesreachinganangular
resolution
12givenby
o
6.26)2/1arctan(
12
(1)
Wedeemthatinanincreaseinangularresolution
iscomputationallymoreeffectivethananincreasein
grid resolution obtained by reduction of the
intermodal distance. Indeed, doubling the angular
resolution (
12 ~ 45°/2) increases the computational
cost by a factor of 3 (=24/8). Doubling the spatial
resolution instead would introduce a factor of 4
(=2^2).
Table1. Parameters of the spatial graph discretization and
inputfieldtimeresolutionemployedintheprototype.
_______________________________________________
Symbol NameValue Units
_______________________________________________
Nx=Ny Linearnumberofnodes 30‐
inthespatialgrid
D
x=Dy Spacingofthespatialgrid 4 Nautical
Miles(NM)
D
tTimeresolutionofinputfields 1 Hours
_______________________________________________
Figure1. Sample of the plot of graph edges (safegram). At
eachnode,theedgesaredisplayedasarrowspointingtothe
connected nodes. For clarity, the arrows do not reach the
nodetowhichtheypoint.Instead,theedgescorresponding
to all possible directions in the North‐Eastern quadrant of
the central node O are drawn as solid lines spanning the
whole internodal distance. Note that in the vicinity of the
graphborder,therearelessthan24edgespernode.