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)
622
ΣXpresentsthesumofalltheobservations(x)inthe
populationof48whichsizeismarkedbyN:
X
N
(1)
Populationvariance(σ
2
)iscalculatedbyequation
(2):
22
1
1
σ()
N
i
i
x
N
(2)
Usingequations(1)and(2),realAtoNpopulation
meanis
1=‐2,7778whileV‐AtoNpopulationmean
is
2=‐0,3333. Population variance in case of real
AtoN is
2
1=68.61728 and in case of V‐AtoN is
2
2
=240.66667.
Squarerootofpopulationvariance(
2
),bringsthe
standarddeviation()incaseofrealAtoN
1=8.28355,
and in case of V‐Aton
2=15.51343. Values of XTD
withstandarddeviation()barsareshownonfigure
5.
Figure5. Comparison of average XTD [m] in real and V‐
AtoNenvironment
AsshowninFigure5,therearesomeoverlapping
ofstandarderrorbars,markedonX‐axisas1,2,4and
8. Intense overlapping in these areas means that
deviation from the middle of the fairway was not
muchdifferentinrealandvirtualenvironment.Also,
thereisaslight
overlappinginarea3.Inotherareas,
there is no overlapping at all. Deviations from the
middleofthefairwayareintensifiedinarea7,where
vessels are trying to get back on track, experiencing
highdriftanglesandROTs,whichculminatesinarea
9attheendofthe
markedfairway.
7 CONCLUSIONS
The objective of this study was to evaluate
manoeuvring patterns of vessel transiting through
deep water fairway marked with real and virtual
AtoN. Simulations using TRANSAS Navi Trainer
5000 and TRANSAS ECDIS 4000 simulators are
executed assuming that the ordinary seamanship
practice is applied all the time.
The results of this
study indicate that there is a difference in
manoeuvring trajectory of vessel sailing through the
fairway marked with real or virtual AtoN,
respectively.Analysingshiptrajectoriesuponrunning
totally48simulations,itisconcludedthatmovement
patterns in case of virtually marked fairway are
significantly different. Several important parameters
such as drift angle and ROT found with huge
discrepancies.Also,XTDundoubtfullyshowsthatoff
route deviations are larger in case of V‐AtoN
environment. Such results indicate that OOW feels
more relaxed in virtual AtoN environment thus
reducing overall level of safety at sea. Contrary, in
case when the fairway is marked with real AtoN,
passage is smoother, with smaller drift angles, ROT
andXTD.Despitealltheeffortsmadeinrecentyears
bytheIMOandotherstakeholdersforthesakeofthe
virtual maritime environment in order to improve
digitalization, connectivity, and reduce costs,
it is
necessary to make additional efforts, primarily in
terms of increasing awareness of the risks coming
from the V‐AtoN environment. Undoubtedly, one
way to achieve that is through implementation of
additional‐specific ECDIS training which will enable
OOW to become better acquainted with virtual
environment. Such specific training should
focus on
peculiaritiesofvirtualenvironmentanditsdifferences
in relation to physical one. Through different
scenarios OOW should be able to become more
competent,skilledandaware.Futureresearchshould
focusonfindingwaystomakeusageofV‐AtoNmore
usefulandsafer.
REFERENCES
[1]A.Weintrit,J.Pietraszkiewicz,W.Piotrzkowski,andW.
Tycholiz,“e‐Navigatinginhighly‐constrainedwaters:a
casestudyoftheVistulaLagoon,”J.Navig.,vol.74,no.
3, pp. 505–514, May 2021, doi:
10.1017/S0373463320000661.
[2]K. An, “E‐navigation Services for Non‐SOLAS Ships,”
Int.J.e‐NavigationMarit. Econ.,
vol. 4, pp. 13–22,Jun.
2016,doi:10.1016/j.enavi.2016.06.002.
[3]R.G.WrightandM. Baldauf,“VirtualElectronicAidsto
Navigation for Remote and Ecologically Sensitive
Regions,”J.Navig.,vol.70,no.2,pp.225–241,Mar.2017,
doi:10.1017/S0373463316000527.
[4]R. G. Wright and M. Baldauf, “Correlation of Virtual
Aids to
Navigation to the Physical Environment,”
TransNav, Int. J. Mar. Navig. Saf. Sea Transp., vol. 10,
no.2,pp.287–299,2016,doi:10.12716/1001.10.02.11.
[5]F.DiCiaccio,P.Menegazzo,andS.Troisi,“Optimization
of the Maritime Signaling System in the Lagoon of
Venice,”Sensors,vol.19,no.5,p.1216,Mar.2019,
doi:
10.3390/s19051216.
[6]F.Bojic,I.Karin,I.Juricevic,andM.Cipcic,“Designand
ApplicationofanAutomatedSmartBuoyinIncreasing
Navigation Safety and Environmental Standards in
Ports,” TransNav, Int. J. Mar. Navig. Saf. Sea Transp.,
vol. 15, no. 2, pp. 373–380, 2021, doi:
10.12716/1001.15.02.14.
[7]G. Fukuda, H.
Tamaru, and R. Shoji, “Estimation of
Changes in Marine Traffic Flow Due to Installation of
Virtual Buoys Based on the OZT Method,” TransNav,
Int. J. Mar. Navig. Saf. Sea Transp., vol. 15, no. 2, pp.
445–453,2021,doi:10.12716/1001.15.02.24.
[8]N.M.Quy,K.Łazuga,L.Gucma,J.K.Vrijling,and
P.H.
A. J. M. van Gelder, “Towards generalized ship’s
manoeuvremodelsbasedonrealtimesimulationresults
inportapproachareas,”OceanEng.,vol.209,p.107476,
Aug.2020,doi:10.1016/j.oceaneng.2020.107476.