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)
492
Description
Unit Denomination Value
TotalQuayLength
[m]
L 3500
Turnoverbysimulationinterval
[teu/interval]
Q 10000
STSproducivity
[move/hour]
P
0
25
TEUfactor
[teu /b ox]
K
teu
1,00
Shipcapacityutilization
shp
1,00
Mooringgap
un
0,10
ProductivitydecreasebytheNoofSTS
lin
1,00
Simulationinterval
[hou r] T
8760
Annualcargoturnover
[teu/year]
Qyear 10000
RTGproducivity(Sea‐>CY)
[move/hour]
P1 8
RTGproducivity(CY‐>Land)
[move/hour]
P2 8
RTGproducivity(Land‐>CY)
[move/hour]
P3 8
RTGproducivity(CY‐>Sea)
[move/hour]
P4 8
Cargoturnoversimulationrange Begining End Step Noofsteps
Annualcargoturnover 1600000 2800000 100000 12
Figure6.Generaldataontheproject
Shiptypes v1 v2 v3 v4 v5 v6 v7 v8 v9 v10
Capacity
[te u]
v
i
1000 882 1890 2178 2430 2836 2926 1828 9000 10000
Importparty
[te u]
Imv
i
1000 441 945 1089 1215 1418 1463 1645,2 8100 9000
Exportparty
[te u]
Exv
i
0 441 945 1089 1215 1418 1463 1645,2 8100 9000
Shareofcargoturnover α
i
1000000 000
Numberofcalls N
i
10000000 000
STSrequired n
i
4222445 566
LOA
[m]
l
i
180 180 180 180 300 350 400 400 400 400
Auxilliaryoperationtime
[ho ur]
τ
i
0444223 333
Cargooperationtime
[ho ur]
t
i
10,0 17,6 37, 8 43,6 24, 3 28,4 23, 4 26,3 108, 0 120,0
unl oading
[ho ur]
Imt
i
10 8, 82 18,9 21,78 12,15 14,18 11,704 13,1616 54 60
loading
[ho ur]
Ext
i
0 8, 82 18,9 21,78 12,15 14,18 11,704 13, 1616 54 60
Totalhandlingtime
[ho ur]
T
i
10,0 21,6 41, 8 47,6 26, 3 30,4 26, 4 29,3 111, 0 123,0
Callintervaldistribution
code
равномерно эрланг эрланг эрланг эрланг эрланг эрланг эрланг эрланг эрланг
Parameter1 2222222 222
Parameter2
Figure7.Shipsdescription
Ships v1 v2 v3 v4 v5 v6 v7 v8 v9 v10 Berthlength NoofSTS
STSal ocate d 4222445566
BERTHS [m] [unit]
B1 1111111 200 2
B2 1111111 200 2
B3 1111111 200 3
B4 1111111 380 3
B5 380 4
B6 380 4
B7 440 5
B8 440 5
B9 440 6
B10 440 6
Figure8.Berthsdescriptionandship/berthcompatibility
Figures 9‐10 display the screenshots of the
model’s serial run over some interval where the
cargo turnover reaches maximally accepted values
for a given ship capacity distribution and specified
berth’scharacteristics.
Figure9.Waitingratiogrowthwithcargoturnover
Figure10.Bertutilizationgrowthwithcargoturnover
6 CONCLUSIONS
1 Theapproachisdescribedwhichcouldbetreated
asalogicalextensionofthequeueringtheoryfor
modernberthsandcargohandlingequipmentin
portdesignprocedures.
2 The adequacy of the approach is proven by the
comparison with the queuering theory results
whenapplicable.
3 The approach is implemented both in a highly
specificproduct(builtinthefull‐scalesimulation
model used for the task of global resource
optimizationsoftwareunderdevelopment)anda
stand‐aloneversionusingMSEXCELasafriendly
interface.
4 TheMS EXCELversion proved to beuseful and
efficientatthestage ofport and terminal design
fortheoptimizationofberthnumberandSTSfleet
justification.
5 The product could be recommended for any
persons engaged in the optimization of the
number of berths, berth productivity, number of
cranes on the berths, the influence on the port
capacityofthedifferentshipcallsdistribution.
6 Especiallyusefullythisinstrumentcouldbewhen
design and planning of port operations for non‐
interchangeableberths.
7 Any interested specialists could apply for an
advancedsimulationtoolswithmuchwidescope
andenhancedresearchfeatures.
LITERATURE
[1]Port development. A handbook for planners in
developing countries. Second edition. UNCTAD, NY,
1985,ISBN92‐1‐112160‐4.
[2]KuznetsovA.L.etal.(2010)Simulationasanintegrated
platform for container terminal developmentlife‐cycle
The proceedings of the 13th Internationalconference
on Harbor Maritime Multimodal Logistics Modeling
and
Simulation,Fez,October2010,ISBN2‐9524747‐4‐5,
p159‐162
[3]Kirichenko A.V., Kuznetsov A.L., Izotov O.A. (2013)
Methodology decisions in transport logistics. Final
Report on the scientific work. Admiral Makarov State
University of Maritime and Inland Shipping, Saint
Petersburg.№reg.01201172251.
[4]KuznetsovA.L.,EglitJ.J.,KirichenkoA.V.
(2013)Onthe
issue of organizing the operation of a transport hub.
TransportoftheTransportofRussianFederation.№1
(44).С.30–33.
[5]Kuznetsov A. L. (2009) The Methodology of modern
container terminal’s technological design.Academy of
TransportoftheRussianFederation,SaintPetersburg.