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8/3/2019 Ricardo Study_with Cover
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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
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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
1214161820
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).