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)
394
method of preparing a table for ensuring safe
minimum distances during a navigational watch
(Rymarz,2007),similartotheonethatwassuggested
basedonthesafetyconsciousnessoftheKoreanship
operators(Parketal.,2010),andproposedabasicVTS
guideline with the ship’s closest point of
approach/time
to the closest point of approach
(CPA/TCPA), collision risk, control frequency, and
minimum safety distance through VHF
communication analysis (Park et al., 2017).
Regardless,thesestudieswereconductedwithrespect
tothegeneralnavigation officers and did not reflect
thecharacteristicbehaviorsoftheapprenticeofficers.
Further, this study intends
to derive the items
intended for ensuring the extensive and effective
trainingofapprenticeofficersthroughananalysisof
the maritime traffic risk assessment model and the
simulation experiment. Additionally, the guidelines
arepresented quantitativelyafter respective analysis
ofthesimulationresults.
2 EXTRACTIONOFTHEEXTENSIVETRAINING
FACTORS
2.1 Analysis
basedonmarinetrafficriskmodel
2.1.1 PARKmodel
The potential assessment of risk factors (PARK)
modelwasusedto evaluate the risk involvedinthe
vessel operators navigating the coastal waters of
Korea (Ngyuen, 2014). Here, the risk factors of the
shipoperatorwereclassifiedasinternalfactors,such
astheshiplength,tonnage,shiptype,andrankofthe
officer, and external factors, such as the crossing
direction, ship speed, and separation distance
between ships. In this model, the risk value can be
calculatedasfollows:
12
/
5.081905
0.002517
0.004930ꞏ 0.430710ꞏ
pf f
ffff f
fiop d
Risk value T T L
WC LP LC
SH S S D
(1)
where,
p
T Own ship type factor ;
f
T Own ship ton factor Ton ;
f
W Own ship width factor m ;
1f
C ship operator s career factor
;
f
L license factor ;
f
P position factor ;
L LOA oftheownship(m);
2f
C crossing situation factor ;
f
S side approaching factor ;
i
o
H inner / outer harbor factor ;
p
S own ship speed factor kt ;
d
S speed difference between ships kt ;and
DdistanceNM .
Only the factors related to the other ship were
identifiedbecausetheinformationabouttheownship
remained constant. Figure 1 denotes the degree of
thesefactorswithrespecttothefinalrisk.
Figure1.RiskfactorbyPARKmodel
ThePARKmodelestimatedthattherangeofrisk
is1–7,thesensitivityofthedistancefactoris2.15355,
the factor of the speed difference between ships is
0.12325, the speed factor is 0.1777098, the inner and
outerharborfactoris 0.062305, thesideapproaching
factoris0.118905,crossingsituationfactor
is0.158458,
and the length overall (LOA) of the other ship is
1.0068. Among these, the distance was 2.15355,
confirming that the distance factor affect on
approximately30.7%ofthetotalrisk.
2.1.2 ESmodel(ESS)
The environmental stress (ES) model is based on
thedifficultyassociatedwiththeoperationoftheship
accompanied by the load imposed on the operator
andattemptstoquantifythenatural,terrain,facility,
and traffic conditions surrounding the operator
(Inoue et al., 1998). This model is subjected to two
types of stress, including stress with respect to the
environment of operation and stress with respect to
the traffic environment. However, this study was
limitedonlybytheanalysisofthetrafficenvironment
stressrelevanttotheshiptraffic.Thedeterminantsof
thetrafficenvironmentstressincludedthedistanceto
oppnentshipandtheaveragelengthoftheownship
andthe opponent ship. In thismodel,the risk value
canbedeterminedasfollows:
Risk value α ( / / ) β
α/ αR
α 0.00192 Lm
RVV Lm
RLm
(2)
Crossingfactorwithothership
starboard crossing β 0.65 ln Lm 2.07
port crossing β 0.65 ln Lm 2.35
Head on β 0.65 ln Lm 2.07
Overtaken β 0.65 ln Lm 0.85
The ES model is based on the difficulty of ship
operationaccompanied by therestrictionof the load
imposed on the operator when the surrounding
conditionssurroundingtheoperator,suchasnatural
conditions,terrainconditions,facilityconditions,and
trafficconditions,itwasamodelthattriedtoquantify
(Inoue et al., 1998). The ES model has stress on the
environment of operation, and stress on the traffic