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Transportation Carbon Accounting Module (TCAM) Help

A different set of equations and data sources are used to determine the CO2 equivalent emissions rate per tonne-kilometer of freight for each transportation mode (rail, road, [water|#water_co2ptk). To calculate total CO2 for each transportation mode, this value is multiplied by total tonne-kilometers.

Distance

Mode-specific kilometers traveled from origin to destination.

Default value: User-input/derived from Routing Module
Default value source/justification: NA

Valid values: > 0 km

Value depends on: NA
Value influences: Total Tonne-Kilometers, Time-in-mode Cruise)

Total Tonne-Kilometers

Freight movement is often measured in tonne-km- i.e. the amount weight transported multiplied by the distance it is transported. It is sometimes referred to as 'productivity units'.

Total Tonne-Kilometers = Distance * Shipped Tonnage

Default value: Automatically calculated
Default value source/justification: NA

Valid values: > 0

Value depends on: Shipped Tonnage, Distance
Value influences: Total CO2 for each transportation mode

CO2/L diesel

This value represents the amount of carbon dioxide per liter of diesel fuel. This value is more or less constant and is calculated by the EPA as 10.1 kg/gallon, which translates to 2.6681 kg/L.

Default value: 2.6681
Default value source/justification: EPA

Valid values: > 0

Value depends on: Nothing
Value influences: CO2/Tonne-Kilometer (Road), CO2/Tonne-Kilometer (Rail)

Rail Freight Emissions Model

Fuel Consumption Rate

The amount of diesel fuel consumed (L) per revenue-tonne-km.

Default value: 0.005946 L/tonne-km
Default value source/justification: The default value is derived from the American Associate of Railroads (AAR Railroad Facts 2008), who provide their figure as 436 revenue-ton-miles per gallon of fuel consumed for 2007. To convert ton-miles/gallon to L/tonne-km:
L/tonne-km = 1 / (436 * 0.264 gallons/liter * 1.609 km/mile * 0.907 tonnes/ton) OR
L/tonne-km = 2.5928 / revenue ton-miles/gallon

Valid values: > 0

Value depends on: User-selected
Value influences: CO2/Tonne-Kilometer and descendants

CO2/Tonne-Kilometer

Amount of CO2 (grams) emitted per tonne-km of freight.

CO2/tonne-km = F * C

Where:
F = Fuel Consumption Rate (L fuel consumed per tonne-kilometer)
C = CO2/L of diesel

Default value: None - calculated automatically from Fuel Consumption Rate and CO2/L diesel
Default value source/justification: NA

Valid values: > 0

Value depends on: Fuel Consumption Rate, CO2/L diesel
Value influences: Total CO2

Total CO2

Amount of CO2 (kg) emitted for the given scenario values and distance.

Total CO2 = Total tonne-km * CO2/tonne-km

Default value: Automatically calculated
Default value source/justification: NA

Valid values: > 0

Value depends on: Total Tonne-Kilometers, CO2/Tonne-Kilometers
Value influences: NA

Road Freight Emissions Model

Truck Class

Truck class is based on standard truck weight classifications (1 - 8). Weight classifications are defined by "gross vehicle weight rating" (GVWR), which represents the vehicle's total weight (empty vehicle plus passengers/cargo/fuel). For the purposes of this tool, we have decided to split Class 8 vehicles into two classes: single-unit and combination (i.e. a tractor pulling one or multiple trailers). Class 8 single-unit trucks were given a maximum weight rating of 40,000 lbs. while combination units were given the federal weight maximum limit of 80,000 lbs.

Class GVWR min. GVWR max.
1 0 6000
2 6001 10000
3 10001 14000
4 14001 16000
5 16001 19500
6 19501 26000
7 26001 33000
8 single-unit 33001 40000
8 combination 50000 80000

GVWR = Gross vehicle weight rating
units = lbs.

Default value: Class 8 combination
Default value source/justification: Most common freight hauling vehicle

Valid values: Class 1 - Class 8

Value depends on: User selected
Value influences: Total Vehicle Weight

Total Vehicle Weight

Total vehicle weight is calculated by taking the average of the class-specific minimum and maximum gross vehicle weight rating (GVWR)(see table under Truck Class). These values are for loaded as defaults only; the user is free to input their own values if better information is available.

Default value: Automatically calculated (average of minimum and maximum GVWR)
Default value source/justification: see

Valid values: 0 - 36.3 tonnes (36.3 tonnes = 80,000 lbs., which is the federal weight limit)

Value depends on: Truck Class
Value influences: Fuel Economy

Fuel Economy

Commonly referred to in miles-per-gallon (here in km/L), here it is based on total vehicle weight (in general, the larger, higher weight class vehicle will have lower fuel economy). Data from the table below come from the US DOC Bureau of the Census "2002 Vehicle Inventory and Use Survey" with the exception of the data for Class 8 combination trucks, which comes from the US DOT Federal Highway Administration "Highway Statistics 2007". Class mean weight was calculated by taking the average of the min. and max. range values (for Class 1, minimum was set to 3000 lbs.; for Class 8 single-unit, max was set to 40000 lbs; for Class 8 combination, max was set to 80000).

1 mpg = 0.42514 km/L

Class Mean weight (lbs.) MPG KMPL
1 3000 17.6 7.48
2 8000 14.3 6.08
3 12000 10.5 4.46
4 15000 8.5 3.61
5 17750 7.9 3.36
6 22750 7.0 2.98
7 29500 6.4 2.72
8 single-unit 36500 5.7 2.42
8 combination 56500 5.2 2.21

From this data, a regression equation was derived that calculates fuel economy based on vehicle and cargo weight:

mpg = 772.04 * w^(-0.463)
Where w = weight (lbs.)
R-squared = 0.9605

Default value: automatically calculated based on tonnage
Default value source/justification: See description

Valid values: > 0

Value depends on: Total Vehicle Weight
Value influences: CO2/Tonne-Km and descendants

CO2/Tonne-Kilometer

Amount of CO2 (grams) emitted per tonne-km of freight.

CO2/tonne-km = R * C / W

Where:
R = L fuel consumed per kilometer (1/fuel economy)
C = CO2/L of diesel
W = total vehicle weight

Default value: None - calculated automatically from Fuel Economy, Vehicle Weight, CO2/L diesel
Default value source/justification: NA

Valid values: > 0

Value depends on: Fuel Economy, Total Vehicle Weight, CO2/L diesel
Value influences: Total CO2

Total CO2

Amount of CO2 (kg) emitted for the given scenario values and distance.

Total CO2 = Total tonne-km * CO2/tonne-km

Default value: None - calculated automatically from Total tonne-km and CO2/tonne-km
Default value source/justification: NA

Valid values: > 0

Value depends on: Total Tonne-Kilometers, CO2/Tonne-Kilometers
Value influences: NA

Water Freight Emissions Model

Ship Type

Type of transportation vessel.

Default value: Bulk Carrier
Default value source/justification: Bulk Carriers are used to transport dry bulk goods such as ore.

Valid values: Auto Carrier, Bulk Carrier, Container Ship, Cruise Ship, General Cargo, RORO, Reefer, Tanker

Value depends on: User selected based on type of commodity that is being shipped
Value influences: Ship Size (name) options (specific types for Bulk Carriers, Container Ships, and Tankers), Ship Size (DWT), Number of Auxiliary Engines, Auxiliary Engine Power, Main Engine Power (with Ship Size and/or DWT), Average Speed (all modes), Time-in-mode (Hotelling, RSZ, and Maneuvering), and descendants

Ship Size(name)

Water freight vessels use a variety of classifications to indicate ship size. Often these names are indicative of the ship's ability to traverse certain routes (e.g. "Panamax" refers to the maximum size a ship can be and still be able to traverse the Panama Canal). Named classifications are not exact: they represent a range of values rather than a specific size, many classes overlap, and size classes can differ between ship types (i.e. a "Handymax" bulk carrier generally has a much large DWT than a "Handymax" container ship). For this reason, in this version of the module,Bulk Carriers, Tankers, and Container ships all have a specific size class list associated with them (derived from MAN Diesel sources). Selecting any ship types aside from these three will load a list of general size names.
Sources: MAN Diesel, The World of Shipping

DWT = deadweight tonnage (metric tons) (see description below)

Ship Size(name) DWT min. DWT max. Description
Small Feeder 6200 15000 Generally associated with Container Ships
Feeder 17700 38500 Generally associated with Container Ships
Small Handysize 4000 10000 Generally associated with Bulk Carriers
Handysize 10000 35000 Generally associated with Bulk Carriers
Handymax 30000 60000 Generally associated with Bulk Carriers
Seawaymax 10000 60000 Largest size of ship that can fit through the canal locks of the St. Lawrence Seaway
Aframax 80000 120000 Generally associated with Tankers, the term is based on the Average Freight Rate Assessment (AFRA) tanker rate system
Panamax 38500 80000 Largest size of ship that can pass through the Panama Canal
Post-Panamax 70000 118000 Basically, anything too large to fit through the Panama Canal
New Panamax 143000 157000 Size of ships able to fit through the Panama Canal assuming plans to build bigger locks are enacted
Suezmax 125000 170000 Largest size of ship that can pass through the Suez Canal
Post-Suezmax 200000 350000 Basically, anything too large to fir through the Suez Canal
Malaccamax 280000 300000 Generally associated with Container Ships,the largest size of ship that can navigate the Malacca Straits
Capesize 80000 250000 Ships (usually bulkers) typically too large for the Panama or Suez Canal and must instead traverse the Cape of Good Hope or Cape Horn (hence the name)
Very Large Crude Carrier (VLCC) 150000 320000 specific to Tankers
Ultra Large Crude Carrier (ULCC) 320000 550000 specific to Tankers
Ultra Large Container Vessel (ULCV) 171000 195000 specific to Container Ships
Very Large Bulk Carrier (VLBC) 200000 400000 specific to Bulk Carriers

Default value: Capesize
Default value source/justification: Capesize vessels are fairly commonly used for ocean transportation of ore

Valid values: Small Feeder, Feeder, Small Handysize, Handysize, Seawaymax, Aframax, Panamax, Post-Panamax, New Panamax, Capesize, Suezmax, Post-Suezmax, Malaccamax, VLCC, ULCC, ULCV, VLBC

Value depends on: Ship Type (Bulk Carrier, Tanker, and Container Ships have their own lists)
Value influences: Ship Size (DWT) and descendants

Ship Size(DWT)

DWT (deadweight tonnage) is a measurement of total contents of a ship including cargo, fuel, crew, passengers, food, and water aside from boiler water (Encyclopedia Britannica). Deadweight tonnage is determined based on the ship type and size class.

Default value: Average of the minimum and maximum values of the range that each size class encompasses
Default value source/justification: The variability in DWT by size classes requires an averaged value. User may input their own value if so desired.

Valid values: 0 - 600,000 tonnes

Value depends on: Ship Type, Ship Size
Value influences: Main Engine Power and descendants

Main Engine Power

Defined here as the specified Maximum Continuous Rating (MCR) for the main propulsion engine. It is automatically calculated EITHER based on tabular MAN Diesel data for Bulk Carriers, Tankers, or Container ships based on size classes, OR based on a regression equation developed by the European Environment Agency (EEA) and published by the US EPA that calculates MCR based on the DWT of a ship. Regression equations are specific to each ship type.

Bulk Carriers

Size SMCR min. SMCR. max.
Small 1510 2860
Handysize 2510 7780
Handymax 5950 10600
Panamax 8620 12200
Capesize 9920 18660
VLBC 16580 27160

Container Ships

Size SMCR min. SMCR. max.
Small Feeder 2250 11040
Feeder 8400 30000
Panamax 20900 52000
Post-Panamax 42500 78000
New Panamax 64000 67500
ULCV 67500 106000

F

Tankers

Size SMCR min. SMCR. max.
Small 2000 3840
Handysize 3530 8800
Handymax 6000 9700
Panamax 9000 12100
Aframax 11000 16000
Suezmax 13600 18700
VLCC 21800 30000
ULCC 27800 44000

EEA Regression Equations
Main Engine Power = A(dwt) + B

Ship Type A B r-squared
Auto Carrier 0.4172 7602 0.176
Bulk Carrier 0.0985 6726 0.55
Container Ship 0.80 -749.4 0.59
Cruise Ship 6.81 -4877 0.72
General Cargo 0.288 3046 0.56
RORO 0.5264 4358 0.76
Reefer 1.007 1364 0.58
Tanker 0.1083 6579 0.66

Default value: Based on DWT, either EEA regression equation or MAN&W tabular documentation
Default value source/justification: MAN Diesel, EEA

Valid values: 6,000 - 100,000 kW

Value depends on: Either Ship Type and Ship Size(name) (predefined size classes of bulk carriers, container ships, tankers) OR DWT
Value influences: Main Engine Total CO2 Equivalent Emissions (kg) and descendants

Auxiliary Engine Power

Defined here as the specified Maximum Continuous Rating (MCR) for each auxiliary engine (kW). Values used represent fleet averages. Source: ICF/EPA 2006: Current Methodologies and Best Practices for Preparing Port Emission Inventories

ALF = Auxiliary Engine Loading Factor

Ship Type Av. Prop. Engine (kW) No. Aux. Engines Aux. Power (kW) Total Aux Power (kW) ALF - Cruise ALF - RSZ ALF - Maneuver ALF - Hotel
Auto Carrier 10700 2.9 983 2850 0.13 0.3 0.67 0.24
Bulk Carrier 8000 2.9 612 1776 0.17 0.27 0.45 0.22
Container Ship 30900 3.6 1889 6800 0.13 0.25 0.5 0.17
Cruise Ship 39600 4.7 2340 11000 0.8 0.8 0.8 0.64
General Cargo 9300 2.9 612 1776 0.17 0.27 0.45 0.22
RORO 11000 2.9 983 2850 0.15 0.3 0.45 0.3
Reefer 9600 4 975 3900 0.2 0.34 0.67 0.34
Tanker 9400 2.7 735 1985 0.13 0.27 0.45 0.67

Default value: Various, depending on ship type (see table above)
Default value source/justification: ICF/EPA 2006: Current Methodologies and Best Practices for Preparing Port Emission Inventories

Valid values: 500 - 2,500 kW

Value depends on: Ship Type
Value influences: Auxiliary Engine Total CO2 Equivalent Emissions and descendants

Auxiliary Engine Number

The number of auxiliary engines used by the vessel. Values used represent fleet averages. Source: ICF/EPA 2006: Current Methodologies and Best Practices for Preparing Port Emission Inventories

Default value: Various, depending on ship type (see table in Auxiliary Engine Power section)
Default value source/justification: ICF/EPA 2006: Current Methodologies and Best Practices for Preparing Port Emission Inventories

Valid values: 0 ~ 6

Value depends on: Ship Type
Value influences: Auxiliary Engine Total CO2 Equivalent Emissions and descendants

Main Engine Number

The number of main engines used by the vessel. In general, most freight ships use only a single main propulsion engine, although cruise ships are often configured with multiple main engines.

Default value: 1
Default value source/justification: Most common case for freight vessels

Valid values: 0 ~ 4

Value depends on: NA
Value influences: Main Engine Total CO2 Equivalent Emissions and descendants

Engine Type

The following table describes common engine types:

Engine Abbreviation Name Description
SSD Slow-speed diesel 10-100 MW ([IFC]). Typical engine used for propulsion for large ships (tankers, container ships, bulk carriers)
MSD Medium-speed diesel Used in smaller ships, comprises almost all auxiliary engines, typically < 10MW)
ST Steam turbine Used in some of the largest ships (tankers, cruise ships)
GT Gas turbine Fairly rare [?]

Default value: Main Engines = SSD, Auxiliary Engines = MSD
Default value source/justification: [IFC]. Maritime ConnectorThe default configuration represents probably 95% of all cases.

Valid values: SSD, MSD, ST, GT

Value depends on: NA
Value influences: CO2 equivalent emissions rate (g/kWh)(with Fuel Type)

Fuel Type

The following table describes common marine fuel types [MORE RESEARCH NEEDED HERE]:

Abbreviation Name Description
RO Marine Residual Oil Used most often in main SSD engines
MD Marine Diesel Oil A lower sulfur fuel used most often in auxiliary MSD engines

Fuels are probably often mixed

Default value: Main Engines = RO, Auxiliary Engines = MD
Default value source/justification: Typical configurations based on available resources

Valid values: RO, MD

Value depends on: NA
Value influences: CO2 eq. Emissions Rate(with Engine Type)

Average Speed

Average speed of the vessel in each activity mode. By definition, when a ship is hotelling, the speed is 0. When in RSZ mode, IFC gives 9-12 knots (17-22 km/hr). But we are using 75% of cruise speed since our cruise speed table (below) gives some values BELOW these numbers. When maneuvering, IFC gives 3-8 knots (6-15 km/hr). Cruise speed for each ship type is derived from Lloyd's Register data from a Baltic Sea Study.

Ship Type Average Cruise Speed (knots)
Auto Carrier 18
Bulk Carrier 14
Container Ship 20
Cruise Ship 20
General Cargo 14
RORO 18
Reefer 20
Tanker 15
  • Source: Lloyd's Register and International Maritime Organization, Marine Exhaust
    Emission Quantification Study - Baltic Sea, in MEPC 45/INF.7. 1998.

Default value: Hotelling = 0, RSZ = 10.5, Maneuvering = 0.75 of cruise speed, Cruise = SEE TABLE (knots)
Default value source/justification: IFC/EPA 2006, Lloyd's Register

Valid values: 0 - 30 knots

Value depends on: Ship Type (Cruise)
Value influences: Time-in-mode (Cruise), Engine Loading Factors, and descendants

Time-in-mode

Represents the average or expected amount of time (hours) a vessel is expected to spend in each of the 4 activity modes. Time-in-mode for "Cruise" activity is automatically calculated based by multiplying average cruise speed by the distance traveled (minus distance traveled while in "Maneuvering" and "RSZ" modes). Hotelling times vary widely by ship type. Bulk carriers generally spend the most time in port due to unloading inefficiencies.

Default value: Hotelling = 40, Maneuvering = 1, RSZ = 2, Cruise = automatic calculation
Default value source/justification: Alaska Marine Inventory

Valid values: > 0

Value depends on: Average Speed and Distance (Cruise)
Value influences: Total kWh and descendants

Engine Loading Factors

Engine loading factors refer to a percentage (&) of the total MCR of particular engine used in a particular operating mode. Loading factors differ based on ship type and operating mode.

ALF = Auxiliary Engine Loading Factor
MLF = Main Engine Loading Factors
Source: US EPA Analysis of Marine Vessel Emissions and Fuel Consumption Data

Ship Type ALF - Cruise ALF - RSZ ALF - Maneuver ALF - Hotel MLF - Cruise MLF - RSZ MLF - Maneuver
Auto Carrier 0.13 0.3 0.67 0.24 0.8 0.3 0.15
Bulk Carrier 0.17 0.27 0.45 0.22 0.8 0.4 0.2
Container Ship 0.13 0.25 0.5 0.17 0.8 0.3 0.15
Cruise Ship 0.8 0.8 0.8 0.64 0.8 0.2 0.1
General Cargo 0.17 0.27 0.45 0.22 0.8 0.35 0.2
RORO 0.15 0.3 0.45 0.3 0.8 0.3 0.15
Reefer 0.2 0.34 0.67 0.34 0.3 0.15
Tanker 0.13 0.27 0.45 0.67 0.4 0.2

Default value: Varies based on engine, Ship Type, and mode- see table above
Default value source/justification: EPA

Valid values: 0 - 1

Value depends on: Ship Type(name)
Value influences: Total kWh and descendants

CO2 eq. Emissions Rate

CO2 equivalent emissions (CO2 equivalent of CO2, CH4, and NO2 combined) in grams per kilowatt hour (g/kWh). See table below for specific values. Note: for RSZ operating mode, cruise operating mode emissions factors are loaded as the default.

Source:
SMED Methodology for Calculating Emissions from Ships

Source Engine Type Fuel Activity CO2 CH4 N2O
SMED 2002 SSD MD Cruise 588 0.01 0.03
SMED 2002 SSD RO Cruise 620 0.01 0.03
SMED 2002 MSD MD Cruise 652 0 0.03
SMED 2002 MSD RO Cruise 683 0 0.03
SMED 2002 HSD MD Cruise 652 0 0.03
SMED 2002 HSD RO Cruise 683 0 0.03
SMED 2002 GT MD Cruise 954 0 0.08
SMED 2002 GT RO Cruise 970 0 0.08
SMED 2002 ST MD Cruise 954 0 0.08
SMED 2002 ST RO Cruise 970 0 0.08
SMED 2002 SSD MD Maneuvering 647 0.01 0.03
SMED 2002 SSD RO Maneuvering 682 0.01 0.03
SMED 2002 MSD MD Maneuvering 717 0.01 0.03
SMED 2002 MSD RO Maneuvering 752 0.01 0.03
SMED 2002 HSD MD Maneuvering 717 0.01 0.03
SMED 2002 HSD RO Maneuvering 752 0.01 0.03
SMED 2002 GT MD Maneuvering 1049 0.01 0.08
SMED 2002 GT RO Maneuvering 1067 0.01 0.08
SMED 2002 ST MD Maneuvering 1049 0 0.08
SMED 2002 ST RO Maneuvering 1067 0 0.08
SMED 2002 MSD MD Hotelling 690 0 0.03
SMED 2002 MSD RO Hotelling 722 0 0.03
SMED 2002 HSD MD Hotelling 690 0.01 0.03
SMED 2002 HSD RO Hotelling 722 0.01 0.03

Default value(s): SMED values are used based on fuel type, engine type, and operating mode
Default value source/justification: SMED values represent the most comprehensive database of greenhouse gas emissions from marine activity that were found

Valid values: > 0

Value depends on: Fuel Type, Engine Type
Value influences: Total CO2 eq. Emissions and descendants

Total kWh

Total kilowatt-hours for each engine type and mode.

kWh = nt * Wt * Ltm * Tm

Where:
kWh is total kilowatt-hours for engine type t in mode m
nt is the number of engines of type t on the vessel
Wt is power output of each engine of type t in kW
Ltm is the loading factor for engine type t in mode m
Tm is the time-in-mode for mode m

Default value: Automatically calculated
Default value source/justification: NA

Valid values: > 0

Value depends on: Main Engine Number, Aux. Engine Number, Main Engine Power, Aux. Engine Power, Engine Loading Factors, Time-in-mode
Value influences: Total CO2 eq. Emissions

CO2 eq. Emissions per Mode, Type

Total CO2 emissions (g) for each operating mode and engine type.

Etm = Ktm * Rtm

Where:
Etm is total CO2 equivalent emission for engine type t in mode m in grams
Ktm is total kWh for engine type t in mode m in kilowatt-hours
Rtm is CO2 equivalent emission rate for engine type t in mode m in grams/kilowatt-hour

Default value: Automatically calculated
Default value source/justification: NA

Valid values: > 0

Value depends on: Total kWh, CO2 equivalent emission rate
Value influences: Total CO2/trip

CO2 eq. Emissions per Trip

Total CO2 equivalent emissions (g) for the given scenario.

C = sum(Etm) for each mode m and each type t

Where:
C is total CO2 eq. emission per trip
Etm is total CO2 equivalent emission for engine type t in mode m in grams

Default value: Automatically calculated
Default value source/justification: NA

Valid values: > 0

Value depends on: Total kWh, CO2 equivalent emission rate
Value influences: CO2 / mT-km

CO2/Tonne-kilometer

CO2 equivalent emissions rate (g/mT-km).

CO2/tonne-km = C / (D * W)

Where:
C is CO2 eq. emission per trip in grams
D is distance in km
W is DWT in mT

Default value: Automatically calculated
Default value source/justification: NA

Valid values: > 0

Value depends on: CO2 eq. Emissions per Trip, Distance, DWT
Value influences: None

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