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)
468
and it is still in progress, there is a point to focus
especially on gantry operations. The increasing
importanceof the subjectmay justify the long term
growing trend in container operations which is
noticed in many sea ports, for instance in Poland
whichisdepictedinfigure2.
Figure1.Hazardstostability[4]
Figure2. Increase in container operations in the Baltic
Container Terminal Ltd. in Gdynia, Poland (source of
data:[10])
The gradual evolution of sea transportation
market and steady grow in container sector
operations results in the modernization of cargo
handling equipment. Especially fast moving
container gantries are in common use in sea port
worldwide.
As a gantry isfirmly establishedon the ground,
usuallyonadedicatedrailsystem,itseemstoallowa
smooth cargo shipment down to ship’s holds and
tweendecks.However,thesurfaceofdecksandta
nk
topspersistsinpermanentmovementwiththewhole
body of ship’s hull, creating control challenges
resultingfromthisrelative motionofthegantryand
the cargo destination position. This motion is an
int
egralpartofsea vesselscargooperationsandthus
has to be dealt with as preciselyas itis reasonably
possible. Any increase in the accuracy of gantry
control in terms of relative motion compensation,
improves the overall performance of the cargo
handling process. The essential problem of gantry
controlisconsideredbyma
nyauthors,nevertheless
they omit the problem of a moving base of cargo
destination. Even when the dynamic modeling and
adaptive control of a gantry is researched and
applied the efforts are aimed at the tracking errors
reduction with no consideration dealing with
unstablepositionofship’sdeckorcargohold[8].
The contemporary gantry control systems found
in sea ports might be relat
ively advanced and
sophisticated but they do not capture any external
data describing ship rolling, heaving and pitching.
Even is such extreme conditions like cargo transfer
carriedoutongasandoiloffshorefieldsthemoving
ships tra
nsmit no information enabling her motion
estimation.Thelack ofshipmotionestimationduring
cargooperationsinportsisevidenttoo.Bothremarks
result from authors’ sea service experience onboard
ships and series of reviews with ship masters and
chief mates responsible for cargo loading and
stowage.
One of the asp
ect of interactions taking pla ce
between loaded or discharged cargo and a vessel
reflectspossiblehazardstoshipandcargoresulting
fromtooimpetuousplacementofapieceofcargo,for
instance a container, on deck or tank top [5]. This
may cause some damages to ship construction or
loaded cargo and always generates an economical
loss.Theexp
lanationofsuchaphenomenonisbased
onasimpleremark,thatcargoissmoothlylowered
byagantrytobereleasedwhenincontactwithdeck,
while the vessel rolls and pitches due to some
external excitation or other cargo influence.
However, the problem of moving ba
se which
impedes and slows down cargo operations in sea
port, can be solved by means of gantry control
improvement and an application of proper
compensation[5].
Themainpurposeofthepaperistoconsiderhow
the deck elevation can change due to container
loading.Thecargooperationisfoundasastochastic
process with two independent gantries working
simult
aneously.Thefeasibilityofeffectivemodeling
of this elevation is an important step towards
elaboration of a gantry control and optimization
system.
2 3DOFMODELINGOFSHIPMOTIONDUETO
CARGOLOADINGINPORT
The contemporary a
pproach towards modeling of
shipbehaviorunderexternalexcitationduetocargo
loadinginaportisfocusedonthetransversestability
performance. It is an vital issue because the
significant rise in a vertical center of gravity is
inherently related to cargo loading on‐board. The
negligenceofoperatorsoccurringatanystageofthe
processma
yleadtoverydangerousincidentslikefor
instance capsizing of M/V Stella Mare [9] or M/V
Deneb [3]. Both of them suffered an improper
operation and rolled over in ports. However, the
standard approach based on ship’s metacentric
heightofarightingarmcurvedoesnotprovideany
informat
ion in time domain, thus, it cannot be
effectively used for the purposeof container gantry
control.
Shipmotionunderexcitationforcesduetocargo
loadinginaportneedstobemodeledtoprovidethe
time‐dependentinformationaboutmomentaryship’s
deckelevationatanyspot.Onceacontainerisloaded
on‐boa
rd its weight acting at a specified location
arousesrolling,pitchingandheavingoftheship. As
a result of these motions any spot of subsequently