29534917 berth kuliah pelabuhan maritim bu erika i

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    CARGO FORECASTING

    TECHNIQUESErika Buchari

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    INTRODUCTION

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    GENERAL OVERVIEW OF PORT ENGINEERING

    Traffic Forecast

    Terminal Capacity

    1. Connection to Hinterland

    2. Handling Equipment

    3. Land Area Requirement

    4. No. of Berths & Length

    Concept of Terminal

    Layout

    (Land Use)

    Ship types &

    Dimensions

    1. BerthingSpeed

    2. Draught, Beam & Length

    3. Ship Manoeuvradility

    1. Turning Basins

    2. Accsess Channels

    3. Berthing & Mooring Load

    Sum of Nautical

    Requirements

    1. Optimal Port Level

    2. Optimal Location of Berths

    3. Optimal Location of Breakwaters

    4. Optimal Layout of Access Channels

    1. Preliminary design2. Detail Design

    BASIC DESIGN DATA & DATA

    SURVEY :

    - Geotechnical data

    - Meteorological & Hidrographical

    data

    - Geological data

    - Sea bottom character

    - Sea Morphology

    - Topographical data- Tidal data

    - Wind data

    - Wave propogation

    - Other constraints

    RESULTS :

    - Desaign parameters & loads

    - Mathematical model

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    GROWING DEMAND

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    Each transportation mode requiresspace for:

    Access to the port area,

    A place to parktransportation units,

    both full and empty, A place to service the

    units,

    A place to load/unloadthe units,

    A place to store loads inkeeping withtransportationarrival/departure rates.

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    FORECASTING TECHNIQUES

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    TRAFFIC FORECASTING

    The essence of port traffic foresting :

    What kind & tonnages of commodities will move through ?

    How will the commodities be packaged & carried ?

    What ship types, tonnages & frequency of call will result in ?

    The most useful control statistic to each terminal :

    The total tonnage handled

    The average ship turn-round time

    The average tonnage loaded / discharge per ship

    The volume of traffic

    The % of ship using cranes or ramps

    The average ship length

    The maximum draught

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    Trend of Traffic:

    The fact that over the last few years a particular class of traffic

    has been increasing does not in itself mean that the trend will

    continue. Trends can reverse themselves very quickly.

    In developing countries, the reasons of traffic increase will be

    one of the following:

    a) Traffic is directly dependent on the GNP;b) Traffic in a specific commodity or product has been

    deliberately developed or run down (e.g. national self-

    sufficiency in a major foodstuff; development of a new

    industry or of mines);

    c) A gradual shift in regional centers of production orconsumption is occurring;

    d) A gradual shift in transport technology or routing is occurring

    (from break-bulk shipment to containers; from maritime to

    overland transport, etc.).

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    FORECASTING PROCEDURE

    1. Analyze past traffic

    1.1. Define route, etc.

    1.2. Choose cargo classification

    1.3. Tabulate

    1.4. Calculate trends and analyze their causes

    1.5. Extract seasonal effects

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    2. Review market influences on traffic

    and technological trends

    2.1. Survey shippers opinions

    (public and private)

    2.2. Survey shipping companies plans

    3. Estimate systematic traffic growth rates

    3.1. GNP- linked cargoes

    3.2. Special cargoes

    3.3. Regional/hinterland trends

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    4. Investigate expected traffic-influencing

    events

    4.1. Industry plans

    4.2. Agriculture plans

    4.3. Transport links/transit policies

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    5. Combine all information into alternative

    growth and technology scenarios

    5.1. Identify principal scenario themes

    5.2. Combine all data for each theme

    5.3. Remove numerical inconsistencies

    5.4. Write scenarios

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    6. For each scenario, tabulate annual

    forecast in each traffic class

    6.1 Tonnages (weight tons)

    6.2 Numbers/sizes of ships

    6.3 Seasonal effects

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    Define routes

    Choose cargo

    classes

    Analyse

    traffic records

    Past trendsand

    their causes

    Past seasonal

    effects

    Consult

    national

    planners

    Consult

    industry

    planners

    Theoretical

    future trends

    Economic

    indicators

    Industri

    targets

    Probable

    futuretraffic

    Scenario

    A

    Scenario

    B

    Scenario

    C

    Annual

    forecasttables

    Future traffic events

    Tonnages, technologyMarket survey

    ShippersShipping

    componies

    FIGURE: THE FORECASTING PROCEDURE

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    Collect latest

    handling figures

    and update anypast trends

    Check with industry

    planners for anyrecent changes

    Check with port

    users latest opinions

    Deduce upper and

    lower traffic growthrates

    Tabulate high and

    low forecasts forthe whole life of

    the investment

    Check that the

    specific traffic

    for which the

    investment isproposed fits into

    the overall plan

    for the zone / terminal

    13

    4

    5 6

    2

    FIGURE: SIMPLIFIED FORECASTING PROCEDURE

    Simplified forecasting procedure for minor investments

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    RECORDING OF TRAFFICDENSITIES-CARGO VOLUMES

    The recording of traffic densities and cargo volumes shouldgive a detailed account of Cargo and passenger handling

    by day of week, hour of day, Mode of transportation to and

    from the port, for the following:

    Oceangoing tramp ships

    Foreign liner ships Domestic liner ships

    Ferries

    Trucks

    Buses Railway

    Possibly aircraft

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    The annual turnover in the port should be if

    possible be subdivided into the following

    categories:

    Bulk/general cargo

    Trans-shipment ship/ship

    Trans-shipment ship/rail

    Goods carried by coastal

    ships/tramps

    Goods/general cargo

    handled at terminal

    Storage time

    Type of storage

    Customs clearance

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    Commodities should be described in detail :

    Type of cargo

    Present and potential cargo

    tonnage and volume

    Frequency of cargo arrival

    Origin and destination of cargo

    Times of loading and discharging

    Space requirements for cargo

    Cargo handling rate/time of

    storage

    Commodity classification

    Cargo handling operations

    analysis

    Storage requirements (cold and

    warm)

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    It is essential to specify if the goodsrequire special handling equipment, such

    as ;

    Loading and unloading equipment.

    Capacities of cranes (mobile or stationary).

    Fork lift truck requirement.

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    Groups of goods

    1. Agricultural products

    2. Coal, other solid material fuels

    3. Petroleum and petroleum products

    4. Ore and waste of ore and steel

    5. Metal products

    6. Cement, building materials

    7. Chemicals, fertilizers

    8. Machinery, manufactured articles

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    Classical cargoes

    Liquid and dry bulk cargoes

    1. Building materials

    2. Petroleum and derivatives3. Ores

    4. Chemicals

    5. Fertilizers, etc

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    Traffic by ship:

    The conveyors for freight flow to move by the waterway are the

    ships. The movement of the ships makes up the traffic on the

    waterway one of the specialties for the waterway traffic modeling

    is that there are great differences in the conveyors dimensions.

    The deadweight tonnage of the ships in Belgium varies from 250

    tons to 9000 tons. It is interested to know the percentage of thefreights transported by the ships with various deadweight

    tonnage.

    Some following figure show the traffic volume with the indices of:

    number of trips

    ship sailing distance

    tonnage moved

    ton. Km

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    Selected Operating Characteristics of Inland Waterway Craft

    454,0001500935195302,0001000926175

    Galons*)Capacity (tons)Liquid Cargo

    (Tank) Barges

    1500935195

    1000926175

    Capacity (tons)Covered Dry

    cargo Barges

    3000950290

    1500930195

    350926175Capacity (tons)Open HopperBarges

    13501240130

    10001138120

    35093090

    Capacity (tons)Scows

    191036366

    101040257

    Capacity Railroad carsCarfloats1200835195

    900730130

    350626110

    Capacity (tons)Deck barges

    2000 to 450014 to 1530 to 34125 to 150

    1200 to 350012 to 1425 to 3095 to 105

    800 to 120010 to 112490

    350 to 650821 to 2365 to 80

    HorsepowerTugboats 4000 to 60008.640160

    2000 to 4000834142

    1000 to 20007.630117

    HorsepowerTowboat

    Draft (ft)Breadth (ft)Length

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    DISCUSSION OF TOPICS AND ASSIGNMENTS

    1. The first step in a systematic forecasting procedure is to examine

    the existing traffic in detail preferably on a year-by-year basisgoing back for at least three years. List the major cargos handled

    in your port based on two ways; by country of loading or

    discharge, and by major cargo class?

    2. Discuss, briefly, the aims of the market forecast in the

    identification of the potential users and the transport being used

    for the various commodities?

    3. What factors that affected changes in hinterland?

    4. Port A and B, each with its own hinterland demand for traffic of

    100,000 and 40,000 units per year respectively. When both ports

    are served by the trunk route ship (case (a)), each has only the

    standard level of quayside activity associated with its own

    hinterland traffic. In case (b), the trunk road ship stops calling at

    port B and its traffic is carried in a coastal feeder vessel. In case

    (c) the feeder service to B is via land transport. What is the level

    of activity in case (a) and (b), and please draw the effect of feeder

    services on quayside activity in case (a), (b) and (c).

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    DISCUSSION OF TOPICS AND ASSIGNMENTS

    5. Discuss, briefly, what are the technological changes that

    affect the traffic forecast?

    6. For estimating the forecast of the number of calls (the

    ship traffic forecast), and of the related size of ship, whatare the important items should be considered?

    7. What should or should not be done in helping people to

    carry out their own forecasting?

    TABLE

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    TABLE

    SPECIFIC TRAFFIC FORECASTING BY ROUTE (TAHUN 1985)

    Import (a)( in thousand tons )

    Origin Country

    South West Europe South East Asia Japan

    AmericaNorw

    egiaSwedia

    Holland

    German

    British

    French

    Total Malaysia

    Singapure

    Indonesia

    Philipine

    Total

    Liquid Bulk-CPO-Petroleum product-Sulphur (b)-Vegetable oilDry Bulk-Bricks-Iron Seed-Sulphur (b)-Cement (s)-Grains

    -Others

    Containers Load dan ro/ro (c)-Celular Ship-Conventional Ship-Ro/ro ShipPalletized Load-Palletized Tin-Iron and steel product-Other unpalletized cargoBreak-bulk-Sacked Wheat-Sacked Cement

    -Sacked Fertilizer-Fresh Fruit-Vehicles-Machinery-General Cargo

    (a) Main Comm odit ies figu red is the ones that need separate estimation in single po rt. (The list is not complete)

    (b) Those comm odit ies should be div ided into di f ferent traff ic category according to transpor t mode

    (c) ISO Containers and Ro /ro shou ld be Noted in ton and TEUs

    TABLE

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    SPECIAL TRAFFIC FORECASTING DELINEATED IN YEARS

    Import (a)( in thousand tons )

    Scenario A Scenario B

    1985 1986 1987 1990 1995 2000 1985 1986 1987 1990 1995 2000

    Liquid Bulk- CPO- Petroleum product- Sulphur (b)- Vegetable oilDry Bulk- Bricks- Iron Seed- Sulphur (b)- Cement (s)- Grains- Others

    Containers Load dan ro/ro (c)- Celular Ship- Conventional Ship- Ro/ro ShipPalletized Load- Palletized Tin- Iron and steel product- Other unpalletized cargoBreak-bulk- Sacked Wheat

    - Sacked Cement- Sacked Fertilizer- Fresh Fruit- Vehicles- Machinery- General Cargo

    (a) Main Comm odit ies figu red is the ones that need separate estimation in s ingle port. (The list is not c omplete)

    (b) Those comm odit ies should be div ided into di f ferent traff ic category according to transpor t mode

    (c) ISO Containers and Ro /ro shou ld be Noted in ton and TEUs

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    EXAMPLE

    REGRESION LINE

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    Example:From 8 zone, it is known the trip production per day (Y)and ships (X) as shown in the table.

    No of Zone Trip Production per dayThe number of ships

    available

    1 500 200

    2 300 50

    3 1300 500

    4 200 100

    5 400 100

    6 1200 100

    7 900 300

    8 1000 400

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    Find Regression Model, by least square Method in order toget prediction the Y and X ?Solution :

    XY X2 XY

    200 500 40000 100000

    50 300 2500 15000

    500 1300 250000 650000

    100 200 10000 20000

    100 400 10000 40000

    100 1200 10000 120000

    300 900 90000 270000

    400 1000 160000 400000

    1750 5800 572500 1615000

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    Formula for Least Square Method to find the best fit line ofRegression line.

    ( )22

    2

    XXn

    XY

    X

    Y

    X

    A

    -

    -=

    ( )( ) ( )( )

    ( ) ( ) 323,717505725008

    161500017505800572500

    A 2=

    -

    -=

    ( )

    -

    -=

    22X

    X

    n

    YXXYnB

    1.825(1750)(572500)8

    (5800)(1750)(1615000)8B

    2=

    -

    -=

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    Y = A + BX

    Y = 323,7 + 1,825X

    Then,Regression line is :

    regresion line

    y = 0.2716x + 21.863

    R2

    = 0.4957

    0

    100

    200

    300

    400

    500

    600

    0 500 1000 1500

    trip production

    No

    ofShip

    Series1

    Linear (Series1)

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    thankyou