![](data:image/png;base64,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)
36
inventor M. McLean. In 1966 the first ship with 236
containersonboardsailed[3]andin1968a1000TU
containershipwasbuilt.Between1970and1980there
was rapid development of container transport
technology;in1983around12millioncontainerswere
employedaroundtheworld.
Application and
development of containerization
all over the world strengthened globalization in
maritime trade [4, 5]. Container ships sailed at high
speed of over 20 knots which required accuracy in
navigation. Time tables and rotation to the ports
required timely arrival at ports. Anew model of
navigation process was created. After
2000 large
container ships were built, i.e. over 3000 TU.
Container vessels were employed on Asian and
Americanlines.
After 2000 the turnover of 300 million of 20‐foot
containers was reported worldwide. A new
commercialprocesswasdevelopedintheformdoor‐
to‐doorchain.Thiswasarevolutionarychange
inthe
operation of commercial vessels in the shipping
industry.Themainadvantageofcontainerizationwas
the efficiency of cargo transport; an example is the
comparisonofthecostofcargohandling.In1956the
costoftranshipmentofonetonneofbulkcargowas
5.86US$ and after the
introduction of the
containerizedshipmentthecostdecreasedto0.16US$
[6].
There was tonnage specialization. Large vessels
with drafts above 15‐20 meters were built. Large
vessels had problems navigating in shallow areas
(ports, roadsteads, fairways). There was a need for
shore based assistance to control the movement of
vessels.
Thedevelopmentofcomputerizationopened
up new possibilities for the development of
navigationtechnology.Navigatorsonbridgesofhigh‐
speedships received more and more information so
they needed help from shore to cope with them
quicklyand correctly. Competitionforcedtheuseof
scientificandtechnologicaladvancestobe
employed
insailing.Kalmanfilter[7]wasusedforinformation
processingandnavigationintegration.
The development of shore systems began
supporting the captain’s decisions in navigating the
vesselinareascoveredbyVesselTrafficManagement
(VTS).Advicewasrenderedfromspecializedcentres
to optimize the ship’s passage in ocean shipping.
Traffic
Separation Systems were introduced in
congested areas and in difficult navigable areas.
Radar anti‐collision algorithms were applied and
computer systems were developed to support radar
observation of vessel motion (ARPA). Global
positioning systems (GPS) were established. Earthʹs
artificial satellites were used for maritime
communication. Distress alerting system was
established (GMDSS). New models of electronic
chartswere created. It is mandatory to plan a shipʹs
passagefromberthinportAtoaberthinportB.
In the late 90‐ties electronic charts and ECDIS
system began to be widely used in shipping and in
the future, after
a certain period they must replace
paperchartsonboardtheships.Adynamicmodelfor
determining under keel clearance was created. Full
maritime integrated navigation is used on
standardized navigational bridges. A new e‐
navigationmodelisbeingcreated.Foryearsthenew
model was discussed and improved on
the IMO
forum. Automatic identification of vessels (AIS) on
bridgesismandatoryanditisastartingpointofthe
process of creating a new navigational model in
marinenavigation.
2 CHARACTERISTICSOFTHECLASSICAL
MODELOFTHEMID‐20
TH
CENTURY
NAVIGATION
Phasesofnavigationweredividedintofourseparate
navigationareas:
1 Restrictedwaters;
2 Coastalnavigation;
3 Land approach from the ocean or the open sea
(landfall);
4 Oceannavigation(Figure1).
Voyageplanningprocessconsistedofoperational
preparation of the vessel regarding water supply,
bunkers,spareparts
andshipmaintenancematerials.
Preparing for navigation concerned the selection of
charts and aid to navigation such as: Pilots, Sailing
Directions,ListofLights,charts,etc.
Figure1. The phases of navigation and method for
determining the position in the classical model
ofnavigation[author’sownwork]
The process of planning included plotting the
coursesfromPortAtoPortBonchartsappropriately
segregated. The courses were plotted from buoys
whenleavingtheporttobuoysmarkingtheentrance
to port (pilots). Shipping routes were developed on
the basis of Ocean Passages for the World as climatic
routes,inconsultationwiththePilotbookscovering
givenarea.Theroutesvariedaccordingtoregionand
timeofsailing.
Thepositionontheoceanwasdeterminedasdead
reckoning, corrected by astronomical observations.
Duringthedaythepositionwasdeterminedfromthe
sun (planets or moon) whereas in the
morning and
evening(twilight, dusk) the positionwasfixedfrom
stars and planets. On approaching the land radio
navigation systems were used (on some ships that
had such systems installed). In restricted areas and
coastal navigation, compass bearings and radar or
seamarksandsystems suchasbuoys,lightshipsand
leadinglines
wereused.
The working conditions of navigators were
complex; they had to prepare a comprehensive
processforfixingship’spositionwhichwasmadeup
of planning, measurements and their correction,
calculatingandplottingtheresultsonapaperchart.
The duration of the process varied and was time‐