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    Impact of Vehicle Weight Reduction on Fuel Economy

    for Various Vehicle Architectures

    Research ReportConducted by Ricardo Inc.

    for The Aluminum Association

    2008-04

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    Ricardo Inc 2007FB769 - RD.07/71602.2

    Impact of Vehicle Weight Reduction on FuelEconomy for Various Vehicle Architectures

    Prepared for: The Aluminum Association, Inc.

    By: Anrico Casadei and Richard Broda

    Project FB769

    RD.07/71602.2

    Technical Approval: __Reviewed by [Frederic Jacquelin]______________

    Date: _________________ (20-Dec-2007)

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    Content

    Ricardo vehicle model development for high-level representation of existingvehicles

    Baseline vehicle selection

    Model inputs and assumptions

    Model validation

    Simulation Methodology

    Results

    Gasoline vehicles

    Diesel vehicles

    Conclusions

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    Vehicle Modeling Using MSC.EASY5TM

    A full forward-looking, physics-based model was developed for each baselinevehicle using commercially available MSC.EASY5TM simulation software with

    Ricardo proprietary data as well as published information. The model simulates what happens to the vehicle when the driver applies the

    accelerator and/or brake pedal in order to achieve a certain vehicle speed ata certain time.

    The simulation runs on a millisecond-by-millisecond basis and predicts thefuel usage and actual speed with time as the model driver follows a certainvehicle speed trace (drive cycle).

    The model physics includes torques and inertias as well as detailed sub-models for the influence of factors such as turbocharger lag and engineaccessories.

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    Example of Model Developed Using MSC.EASY5TM Software

    Fuel EconomyPost-processing

    Tools

    Driver Model

    PowertrainModel

    Vehicle Model

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    Vehicle Model and Sub-Model Components

    Engine

    Torque curves for full load and closed throttle motoring correlated to

    published power ratings Fuel consumption rates covering entire speed and load range

    Idle and redline speeds

    Rotational inertia

    Turbo-lag model for turbocharged diesel engines Alternator parasitic load (constant throughout drive cycle)

    Power steering parasitic load as a function of engine speed

    Cooling fan parasitic load

    Electric (Small Car, Mid-Size Car, Small SUV) fan loads specific to dutycycle

    Belt-driven (Large SUV, Truck) fan loads as a function of engine speed

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    Vehicle Model and Sub-Model Components

    Transmission

    Torque converter characteristic curves for torque ratio and capacity factor

    Gear ratios Shift and lock-up clutch strategy maps for all engine throttle positions and

    vehicle speeds

    Efficiency and pumping losses for each gear

    Rotational inertias

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    Vehicle Model and Sub-Model Components

    Final drive differential

    Gear ratio

    Efficiency Rotational inertia

    The spin losses of the 4-wheel drive vehicles front axle were also included inthe model to simulate the fuel economy and performance of the 4-wheel drivepowertrain operating in 2-wheel drive mode (similar to EPA procedure foremissions and fuel economy certification testing).

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    Vehicle Model and Sub-Model Components

    Vehicle Configuration (FWD, RWD or AWD)

    Weight (front / rear distribution)

    Center of gravity

    Wheelbase

    Frontal area

    Coefficient of drag (Cd)

    Wheels / Tires Rolling resistance coefficients

    Rotational inertia

    Rolling radius (tire size)

    Maximum friction coefficient Slip at peak tire force

    Driver

    Drive cycle (time vs. velocity trace)

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    Vehicle Selection

    Five vehicle classes were chosen to represent a variety of vehicle weights andengine sizes in the U.S passenger and light-duty truck vehicle fleet.

    A specific comparator vehicle for each class was chosen to verify that eachvehicle model was representative of the class.

    Vehicle Class / Comparator Vehicle:

    Small Car / Mini Cooper Mid-Size Car / Ford Fusion

    Small SUV / Saturn Vue

    Large SUV / Ford Explorer

    Truck / Toyota Tundra

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    Model Input Vehicle Parameters

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    Model Input Baseline Gasoline Engine and Transmission

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    Diesel Engine Selection

    Diesel engines were selected to provide improved fuel economy andacceptable (not equivalent) vehicle performance.

    The characteristic turbocharged diesel power curve (high torque at low speed)has more torque in the typical cruising and light acceleration engine operatingrange (1100 3000 RPM). At 50 to 70 MPH in 6th gear the diesel providesmore reserve torque so that light pedal tip-in acceleration demands aresuperior to the gasoline engine. Full pedal (WOT) accelerations at these

    speeds will be slower due to the lower maximum engine speed of the diesel(4000 RPM) and resultant lower horsepower vs. the high speed gasolineengine (5600 6500 RPM).

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    Diesel Engine Power Curve

    2.7L V6 Diesel vs. 3.6L V6 Gasoline Engines

    0

    50

    100

    150

    200

    250

    300

    350

    0 1000 2000 3000 4000 5000 6000 7000Engine RPM

    Eng

    ine

    Torque

    /HP

    2.7L Diesel Torque

    3.6L Gas Torque

    2.7L Diesel HP

    3.6L Gas HP

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    Model Input Baseline Diesel Engine and Transmission

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    Model Input Downsized Gasoline Engines(Displacement reduced to provide equivalent performance to baseline vehicles)

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    Model Input Downsized Diesel Engines(Displacement reduced to provide equivalent performance to baseline vehicles)

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    Model Validation

    Each vehicle model was run and the simulation output for total vehicle roadloadtractive effort from 0 to 60 MPH and EPA City and Highway fuel economy wascompared to published data for the comparator vehicle.

    No attempt was made to calibrate the model to achieve a given output result.

    SimulationRoadload Force

    Simulated Fuel Economy vs. Comparator (% diff)

    VEHICLE MaximumVariation vs.

    Comparator

    EPA City EPA Highway Combined

    Small Car 0.2% 2.5% -0.6% 1.3%

    Mid-Size Car 2.5% 0.2% -1.4% -0.4%

    Small SUV 1.1% 1.8% -4.4% -0.4%

    Large SUV 1.7% 5.9% -1.1% 3.5%

    Truck -1.3% 2.2% -1.9% 0.7%

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    Vehicle Simulations

    Vehicle fuel economy (MPG) is simulated over the following drive cycles at EPAEquivalent Test Weight (ETW):

    EPA FTP75 (city)

    EPA HWFET (highway)

    ECE (European)

    Steady State 30, 45, 60 and 75 MPH

    All simulations are performed with an engine at normal operating temperature.The EPA FTP (city) cycle result is obtained by using a bag #1 correction factor

    of 0.8 (bag #1 fuel economy = 80% of bag #3 fuel economy) Vehicle acceleration performance (sec.) is simulated over the following drive

    cycles at loaded vehicle weight conditions (GCVW for truck):

    0 10 MPH

    0 60 MPH 30 50 MPH

    50 70 MPH

    Each vehicle is weight reduced by 5%, 10% and 20% and the enginedownsized to match the baseline vehicle acceleration performance. Fueleconomy benefits are recorded.

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    Simulation Drive Cycles

    0

    10

    20

    30

    40

    50

    60

    0 200 400 600 800 1000 1200 1400 1600 1800

    Time (sec)

    Ve

    hicleVel

    oc

    ity

    (MPH)

    Euro ECE

    EPA City

    EPA Highway

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    Vehicle Performance Matching

    The Wide Open Throttle (WOT) performance of each vehicle is simulated at aloaded weight condition to approximate what a customer would expect from agiven class of vehicle (number of passengers, luggage or trailer towing). All

    fuel economy simulations are performed at ETW.

    Additional Performance Weight:

    Small Car 300 lb. (2 passengers)

    Mid-Size Car 450 lb. (3 passengers)

    Small SUV 550 lb. (3 passengers + 100 lb. Luggage)

    Large SUV 750 lb. (5 passengers)

    Truck 9800 lb. (Trailer + load to rated combined weight of 15,800 lb.)

    Engines were downsized in displacement to give the weight reduced vehiclesequivalent performance to the baseline vehicle with a priority given to passingmaneuvers (30-50 and 50-70 MPH).

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    Fuel Economy Labeling of Vehicles

    The EPA requires that all new light-duty motor vehicles have a fuel economy label thatgives the consumer an estimate of the city and highway fuel economy. This estimate isused to compare to the fuel economy of other vehicles that they may be considering forpurchase.

    Prior to the 2008 model year, the City fuel economy prediction for the vehicle windowsticker was calculated as 90% of the EPA Federal Test Procedure (FTP) result and theHighway fuel economy was 78% of the EPA Highway Fuel Economy Test (HWFET)result.

    Starting with the 2008 model year, new test methods that include high speeds,

    aggressive accelerations, cold temperatures and the use of air conditioning have beenintroduced to more accurately reflect real world fuel economy.

    As a transition to the increased testing requirements, a manufacturer has the option ofusing a derived 5-cycle approach for fuel economy labels for the 2008-2010 modelyears that uses only the FTP and HWFET tests based on regression formulae derivedfrom the fuel economy test results of more than 600 vehicles in the EPA database(subject to revision as more data becomes available).

    City MPG = 1 / (0.003259 + (1.1805 / FTP MPG))

    Highway MPG = 1 / (0.001376 + (1.3466 / HWFET MPG))

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    Results

    Vehicles with Gasoline Engines

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    Small Car 1.6L-4V gas engine with variable intake and exhaust camtiming and lift

    Fuel Economy Simulation Results

    EPA fuel economy label projections are based on the derived 5-cycle regression equation for the 2008 model year.

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    Small Car 1.6L-4V gas engine with variable intake and exhaust camtiming and lift

    Vehicle Performance Simulation Results at Wide Open Throttle (WOT)

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    Mid-Size Car 3.0L-4V gas engine with variable intake cam timing

    Fuel Economy Simulation Results

    EPA fuel economy label projections are based on the derived 5-cycle regression equation for the 2008 model year.

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    Mid-Size Car 3.0L-4V gas engine with variable intake cam timing

    Vehicle Performance Simulation Results at Wide Open Throttle (WOT)

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    Mid-Size Car Additional Engine Downsizing Study

    Fuel economy simulation results with gasoline engine downsized to vehicle performance level at ETW(Degraded vehicle acceleration performance vs. baseline at loaded weight)

    Engine displacement is further reduced by 0.1% per 1% of weight reduction with a resultantimprovement in fuel economy of 0.1%

    EPA fuel economy label projections are based on the derived 5-cycle regression equation for the 2008 model year.

    Mid Size Car Additional Engine Downsizing Study

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    Mid-Size Car Additional Engine Downsizing Study

    Vehicle performance simulation results with gasoline engine downsized to vehicle performance levelat ETW (Degraded vehicle acceleration performance vs. baseline at loaded weight)

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    Small SUV 3.6L-4V gas engine with variable intake cam timing

    Fuel Economy Simulation Results

    EPA fuel economy label projections are based on the derived 5-cycle regression equation for the 2008 model year.

    S ll SUV 3 6L V i i h i bl i k i i

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    Small SUV 3.6L-4V gas engine with variable intake cam timing

    Vehicle Performance Simulation Results at Wide Open Throttle (WOT)

    L SUV 4 6L 3V i

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    Large SUV 4.6L-3V gas engine

    Fuel Economy Simulation Results

    EPA fuel economy label projections are based on the derived 5-cycle regression equation for the 2008 model year.

    L SUV 4 6L 3V i

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    Large SUV 4.6L-3V gas engine

    Vehicle Performance Simulation Results at Wide Open Throttle (WOT)

    Truck 5 7L-4V gas engine with variable intake and exhaust cam

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    Truck 5.7L 4V gas engine with variable intake and exhaust camtiming

    Fuel Economy Simulation Results

    EPA fuel economy label projections are based on the derived 5-cycle regression equation for the 2008 model year.

    Truck 5 7L 4V gas engine with variable intake and exhaust cam

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    Truck 5.7L-4V gas engine with variable intake and exhaust camtiming

    Vehicle Performance Simulation Results at Wide Open Throttle (WOT)

    Fuel Economy Improvement (%) per 100 lb Weight Reduction -

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    Fuel Economy Improvement (%) per 100 lb. Weight Reduction -Gasoline Engines

    Drive Cycle Fuel Economy Improvement (%) per 100 lb. Weight Reduction -

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    y y p ( ) p gGasoline Engines

    0.0

    0.5

    1.0

    1.5

    2.0

    2.5

    3.0

    Fuel

    Economy

    Increase

    per 100 lb.

    Weight

    Reduction

    (%)

    FTP75

    Hwy

    Combined

    ECE

    Truck

    Large SUVSmall SUV

    Mid-Size Car

    Small Car

    Engine Downsizedto Baseline Performance

    0.0

    0.5

    1.0

    1.5

    2.0

    2.5

    3.0

    Fuel

    EconomyIncrease

    per 100 lb.

    Weight

    Reduction

    (%)

    FTP75

    Hwy

    C

    om

    bine

    dECE

    Truck

    Large SUV

    Small SUV

    Mid-Size Car

    Small Car

    Baseline Engine

    Steady State Fuel Economy Improvement (%) per 100 lb. Weight Reduction -

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    Gasoline Engines

    0.0

    0.5

    1.0

    1.5

    2.0

    2.5

    Fuel

    Economy

    Increase

    per 100 lb.

    Weight

    Reduction

    (%)

    30

    MPH

    45

    MPH

    60

    MPH

    75

    MPH

    Truck

    Large SUV

    Small SUV

    Mid-Size Car

    Small Car

    Engine Downsizedto Baseline Performance

    0.0

    0.5

    1.0

    1.5

    2.0

    2.5

    Fuel

    Economy

    Increase

    per 100 lb.

    Weight

    Reduction

    (%)

    3

    0MPH

    4

    5MPH

    6

    0MPH

    7

    5MPH

    Truck

    Large SUV

    Small SUV

    Mid-Size Car

    Small Car

    Baseline Engine

    EPA City (FTP75) Drive Cycle Fuel Economy Improvement (%) -

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    EPA City (FTP75) Drive Cycle Fuel Economy Improvement (%) Gasoline Engines

    0246810

    12141618

    Fuel

    Economy

    Increase

    (%)

    Sma

    llCar

    Mid-S

    iz

    eCar

    Sma

    llSUV

    Large

    SUV

    Truc

    k

    5%

    10%

    20%

    We ight

    R e d u c t io n

    (%)

    Baseline Engine

    0246810

    12141618

    Fuel

    Economy

    Increase

    (%)

    SmallCar

    Mid-SizeCar

    SmallSUV

    Large

    SUV

    T

    ruck

    5%

    10%

    20%

    We ight

    R e d u c t io n

    (%)

    Engine Downsized

    to Baseline Performance

    EPA Highway (HWFET) Drive Cycle Fuel Economy Improvement (%) -

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    g y ( ) y y p ( )Gasoline Engines

    02468

    1012141618

    Fuel

    Economy

    Increase(%)

    Sma

    llCar

    Mid-Size

    Car

    Sma

    llSUV

    Larg

    eSUV

    Truc

    k

    5%

    10%

    20%

    We ight

    Redu c t io n

    (%)

    Baseline Engine

    0246810

    12141618

    Fuel

    Economy

    Increase

    (%)

    SmallCar

    Mid-SizeCar

    SmallSUV

    Large

    SUV

    T

    ruck

    5%

    10%

    20%

    We ight

    R e d u c t io n

    (%)

    Engine Downsized

    to Baseline Performance

    EPA Combined Drive Cycle Fuel Economy Improvement (%) -

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    y y p ( )Gasoline Engines

    02468

    1012141618

    Fuel

    Economy

    Increase(%)

    Sm

    allCar

    Mid-Size

    Car

    Sma

    llSUV

    Larg

    eSUV

    Truc

    k

    5%

    10%

    20%

    We ight

    Redu c t io n

    (%)

    Baseline Engine

    0246810

    12141618

    Fuel

    Economy

    Increase

    (%)

    SmallCar

    Mid-SizeCar

    SmallSUV

    Large

    SUV

    T

    ruck

    5%

    10%

    20%

    We ight

    R e d u c t io n

    (%)

    Engine Downsized

    to Baseline Performance

    European (ECE) Drive Cycle Fuel Economy Improvement (%) -

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    Gasoline Engines

    0246810

    1214161820

    Fuel

    Economy

    Increase(%)

    Sm

    allCar

    Mid-Size

    Car

    Sma

    llSUV

    Larg

    eSUV

    Truc

    k

    5%

    10%

    20%

    We ight

    Redu c t io n

    (%)

    Baseline Engine

    02468

    10

    1214161820

    Fuel

    Economy

    Increase

    (%)

    SmallCar

    Mid-SizeCar

    SmallSUV

    Large

    SUV

    T

    ruck

    5%

    10%

    20%

    We ight

    R e d u c t io n

    (%)

    Engine Downsized

    to Baseline Performance

    Results

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    Results

    Vehicles with Diesel Engines

    Mid-Size Car 2.2L I4 diesel engine

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    Fuel Economy Simulation Results

    EPA fuel economy label projections are based on the derived 5-cycle regression equation for the 2008 model year.

    Mid-Size Car 2.2L I4 diesel engine

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    Vehicle Performance Simulation Results at Full Engine Load (WOT)

    Small SUV 2.7L V6 diesel engine

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    Fuel Economy Simulation Results

    EPA fuel economy label projections are based on the derived 5-cycle regression equation for the 2008 model year.

    Small SUV 2.7L V6 diesel engine

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    Vehicle Performance Simulation Results at Full Engine Load (WOT)

    Large SUV 3.2L V6 diesel engine

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    Fuel Economy Simulation Results

    EPA fuel economy label projections are based on the derived 5-cycle regression equation for the 2008 model year.

    Large SUV 3.2L V6 diesel engine

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    Vehicle Performance Simulation Results at Full Engine Load (WOT)

    Truck 4.8L V8 diesel engine

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    Fuel Economy Simulation Results

    EPA fuel economy label projections are based on the derived 5-cycle regression equation for the 2008 model year.

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    Fuel Economy Improvement (%) per 100 lb. Weight Reduction -Diesel Engines

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    Diesel Engines

    Drive Cycle Fuel Economy Improvement (%) per 100 lb. Weight Reduction -Diesel Engines

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    0.0

    0.5

    1.0

    1.5

    2.0

    2.5

    3.0

    Fuel

    EconomyIncrease

    per 100 lb.

    Weight

    Reduction

    (%)

    FTP75

    Hwy

    Combined

    ECE

    Truck

    Large SUV

    Small SUV

    Mid-Size Car

    Engine Downsized

    to Baseline Performance

    0.0

    0.5

    1.0

    1.5

    2.0

    2.5

    3.0

    Fuel

    Economy

    Increase

    per 100 lb.

    Weight

    Reduction

    (%)

    FTP75

    Hwy

    Combined

    ECE

    TruckLarge SUV

    Small SUV

    Mid-Size Car

    Baseline Engine

    Steady State Fuel Economy Improvement (%) per 100 lb. Weight Reduction -Diesel Engines

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    0.0

    0.5

    1.0

    1.5

    2.0

    2.5

    FuelEconomy

    Increase

    per 100 lb.

    Weight

    Reduction

    (%)

    30MPH

    45MPH

    60MPH

    75MPH

    Truck

    Large SUV

    Small SUV

    Mid-Size Car

    Engine Downsized

    to Baseline Performance

    0.0

    0.5

    1.0

    1.5

    2.0

    2.5

    FuelEconomy

    Increase

    per 100 lb.

    Weight

    Reduction

    (%)

    30MPH

    45MPH

    60MPH

    75MPH

    Truck

    Large SUV

    Small SUV

    Mid-Size Car

    Baseline Engine

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    EPA Highway (HWFET) Drive Cycle Fuel Economy Improvement (%) -Diesel Engines

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    0246810

    12141618

    Fuel

    Economy

    Increase

    (%)

    Mid-S

    ize

    Car

    Sm

    allSUV

    Large

    SUV

    Truc

    k

    5%

    10%

    20%

    We ight

    Redu c t io n

    (%)

    Baseline Engine

    0246810

    12141618

    Fuel

    Economy

    Increase

    (%)

    Mid-Siz

    eCar

    SmallSUV

    LargeSUV

    Truck

    5%

    10%

    20%

    We ight

    R e d u c t io n

    (%)

    Engine Downsized

    to Baseline Performance

    EPA Combined Drive Cycle Fuel Economy Improvement (%) -Diesel Engines

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    02468

    1012141618

    Fuel

    Economy

    Increase(%)

    Mid-S

    ize

    Car

    Sm

    allSUV

    Large

    SUV

    Truc

    k

    5%

    10%

    20%

    We ight

    Redu c t io n

    (%)

    Baseline Engine

    0246810

    12141618

    Fuel

    Economy

    Increase

    (%)

    Mid-Siz

    eCar

    Sma

    llSUV

    LargeSUV

    Truck

    5%

    10%

    20%

    We ight

    R e d u c t io n

    (%)

    Engine Downsized

    to Baseline Performance

    European (ECE) Drive Cycle Fuel Economy Improvement (%) -Diesel Engines

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    0246810

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    Fuel

    Economy

    Increase(%)

    Mid-S

    ize

    Car

    Sm

    allSUV

    Large

    SUV

    Truc

    k

    5%

    10%

    20%

    We ight

    Redu c t io n

    (%)

    Baseline Engine

    02468

    101214161820

    Fuel

    Economy

    Increase

    (%)

    Mid-Siz

    eCar

    Sma

    llSUV

    LargeSUV

    Truck

    5%

    10%

    20%

    We ight

    R e d u c t io n

    (%)

    Engine Downsized

    to Baseline Performance

    Summary EPA Combined Drive Cycle -% Improvement in Fuel Economy per % Weight Reduction

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    The fuel economy benefit from weight reduction is similar for gasoline and diesel powered light dutyvehicles.

    Truck engines were downsized to a lesser degree than the passenger vehicle engines due to theperformance demands on trucks when loaded. Vehicles rated to tow a trailer benefit the least fromweight reduction and subsequent engine downsizing if acceleration performance while towing is

    maintained.

    % Improvement in Fuel Economy / % Weight Reduction

    EPA Combined (Metro-Highway) Drive Cycle

    Passenger Vehicle Truck

    DownsizedEngine

    DownsizedEngine

    0.33% 0.47%

    0.39% 0.46%

    Base Engine Base Engine

    Gasoline 0.65% 0.35%

    Diesel 0.63% 0.36%

    Conclusions / Observations

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    Reducing vehicle weight (mass) results in less tractive effort required to accelerate the vehicle and

    less rolling resistance from the tires. Drive cycles with more acceleration events (EPA city andEuropean) show greater fuel economy benefits from weight reduction than highway or steady stateconditions. Also, at higher vehicle speeds the engine is typically at higher throttle (better BSFC)operating points and provides less opportunity for improvement. Since the tire losses are a greaterpercentage of total tractive effort at lower speeds (aerodynamic losses increase by velocity squared)the potential for fuel economy gain from weight reduction is greater at lower vehicle speeds.

    Fuel economy results (and improvements) at the steady 30 MPH drive condition vary because mostvehicles are not in top gear yet and are operating the engine at a higher speed / lower load point thatis less efficient.

    Less tractive effort results in less engine torque demand at a given point in the drive cycle. The lowerload (throttle) demand puts the engine at a less efficient point with more pumping loss and lowerbrake specific fuel consumption (grams fuel / power produced). Reducing the engine displacement ofthe weight-reduced vehicle to equal baseline vehicle performance increases the brake mean effectivepressure (BMEP) of the engine operating points and improves efficiency. A final drive ratio changecould also partially offset the pumping loss increase but was not investigated.

    The Small Car with a 1.6L engine with variable valve timing and variable lift technologies that reduce

    pumping losses shows the largest % fuel economy benefit with the baseline engine since it canoperate at the reduced engine load points more effectively (0.42% fuel economy benefit / % weightreduction vs. other gas engine vehicles at 0.27-0.32% FE benefit). When the engine is downsized itproduces fuel economy gains similar to the other passenger vehicles (0.66 vs. 0.61-0.68 % FE / %weight reduction).