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Lubricant Effects on Combustion, Emissions, and Efficiency
Presenter: Brian WestMelanie DeBusk, Shean Huff, Sam Lewis,Faustine Li, Eric Nafziger, Alex Pawlowski, Scott Sluder, Derek Splitter, John Storey, James Szybist, John Thomas, Robert Wagner (PI)
Oak Ridge National Laboratory
This presentation does not contain any proprietary, confidential, or otherwise restricted information.
2016 DOE Annual Merit ReviewProject ID # FT036June 8, 2016
Technology Managers: Kevin Stork and Michael WeismillerFuels and Lubricants Technology
Vehicle Technologies Office
2 FT036 2016 AMR
Project Overview
• Effort is ongoing; re-focused annually to address DOE and industry needs
• FY13: Lubricants activity separated from “fuels and lubes”– Lubricant Additive Catalyst Effects, Lube
Effects on GDI PM, Low-Speed Pre-Ignition, Vehicle-level Fuel Economy
• FY17: 4-lab team response to Labcall
Timeline
Budget
Barriers
Partners• Industry Collaborators
– GM, Driven Racing Oil, Ford, Umicore• National Laboratories
– ANL, NREL, PNNL• Academic
– Univ. of Tennessee
• Inadequate data on long-term impact of fuel and lubricants on engines and emissions control systems. – MYPP 2.4 E
• FY15: $750k
• FY16: $750k
• Covers 3 sub-projects
3 FT036 2016 AMR
Objectives and Relevance Objectives
• Explore/understand cause(s) of Low-Speed Pre-ignition (LSPI)
• Elucidate lubricant property impacts on emissions and emissions control systems
• Identify concerns associated with new lubricants
• Develop vehicle-based protocol to evaluate lubricants that can improve fuel economy
Relevance:
• Downspeeding and boosting are limited by LSPI
• Important to ensure new/novel lubricant or lubricant additives do not contribute to increased PM emissionsor impact emissions control durability in a negative way
• Small fuel economy gain across legacy fleet can have significant impact on national fuel consumption
4 FT036 2016 AMR
Fuel and lubricant effects on PM formation in DISI enginesExploring LSPI in engines
Approach
Compatibility of advanced lubes with emissions control devices (FT014)
Vehicle-based fuel economy evaluation of advanced lubes
(CH2)5CH3P
(CH2)5CH3
(CH2)13CH3
H3C(H2C)5 -OP
O OCH2CH(C2H5)CH2CH2CH2CH3
OCH2CH(C2H5)CH2CH2CH2CH3
9 nm
40 nm 18 nm
HCs
PM
Filter
Empore
HCs
PM
Filter
Empore
Bring together targeted, engine, vehicle, and flow-reactor studies with in-depth characterization of combustion, PM, HCs, emissions control devices, and fuel economy to better understand fuel and lubricant effects and interactions
IL-18:
Catalyst
-20 0 20 40 60 80 1000
25
50
75
100
125
150
175
200
Crank Angle (°CA aTDCf)
Cyl
inde
r Pre
ssur
e (b
ar)
Average LSPI (cycle #116)
Spark timing
0.0
2.5
5.0
7.5
10.0
12.5
Spar
k Pr
imar
y C
oil S
igna
l (vo
lt)
Spark timing
5 FT036 2016 AMR
Milestones met or on track (=completed)
• Low-Speed Pre-Ignition
Successfully sampled/analyzed from Top Ring Zone in utility engine (FY15)
Completed setup of single-cylinder GDI engine (FY16)
– Report experimental results (FY16)
• Lubricant and Fuel impacts on GDI particulate emissions
Characterized PM morphology and lubricant contribution (FY14 and FY15)
– Commission GDI Engine Start Cart and collect cold start PM data (FY16)
• Complete vehicle experiments to measure fuel economy differences betweenlubricants on multiple vehicles
Cadillac SRX, DOHC V6 (same engine as Sequence VID test – FY14)
Chevrolet Silverado pushrod V8 (FY15-16)
FY15 – commercially available Lube
FY16 – PNNL Lube (FT035)
– Repeat on 4-cylinder engine (FY16)
6 FT036 2016 AMR
Summary of Technical Accomplishments• Low-Speed Pre-Ignition Study
– Successfully sampled and analyzed liquid in top ring zone (TRZ) of running utility engine• Speciation of sample shows boiling point dependence – mostly larger aromatics• Increased load or decreased temperature increases TRZ liquid
– Established dedicated single-cylinder GDI engine• Ford 1.6L EcoBoost (DRIVVEN controller)• Partner providing custom lubes for parametric variation of lubricants
• Effects of Lubricants/Fuels on Emissions– Quantified effects of lubricant additives on catalysts (FT014)– Examined lube and fuel impacts on GDI particulate emissions
• Confirmed higher PM emissions for Start/Stop operation (Malibu GDI e-Assist)• No evidence of lubricant on PM collected on filters• Ethanol blend lowers, isobutanol increases PM mass and soot fraction
– Established engine Start Cart to support future experiments
• Vehicle Fuel Economy– Developed and demonstrated vehicle-based test protocol to screen
lubricants for improved fuel economy• Completed four campaigns (2 campaigns x 2 vehicles)
7 FT036 2016 AMR
• Low-Speed Pre-Ignition Study– Successfully sampled and analyzed liquid in top ring zone (TRZ) of running
utility engine• Speciation of sample shows boiling point dependence – mostly larger aromatics• Increased load or decreased temperature increases TRZ liquid
– Established dedicated single-cylinder GDI engine• Ford 1.6L EcoBoost (DRIVVEN controller)• Partner providing custom lubes for parametric variation of lubricants
• Effects of Lubricants/Fuels on Emissions– Quantified effects of lubricant additives on catalysts (FT014)– Examined lube and fuel impacts on GDI particulate emissions
• Confirmed higher PM emissions for Start/Stop operation (Malibu GDI e-Assist)• No evidence of lubricant on PM collected on filters• Ethanol blend lowers, isobutanol increases PM mass and soot fraction
– Established engine Start Cart to support future experiments
• Vehicle Fuel Economy– Developed and demonstrated vehicle-based test protocol to screen
lubricants for improved fuel economy• Completed four campaigns (2 campaigns x 2 vehicles)
Summary of Technical Accomplishments
8 FT036 2016 AMR
Downspeeding and Downsizing Trend is Increasing Conditions Conducive to LSPI
• OEMs increasingly relying on downsped, downsized, turbocharged engines for Fuel Economy improvement
• Data mined from Ward’s shows increase in rated power and BMEP for boosted engines since 2000
– Increased use of >6 speed transmissions, CVTs lead to higher BMEP in real-world operation
– Note: rated power and torque shown, not average over cycle
LSPI Relevance
1000 2000 3000 4000 5000 6000 70008
10
12
14
16
18
20
power
power
torque
torque
BM
EP
(ba
r)
Engine Speed (RPM)
turbocharged
naturally aspirated
20002004200820122014
BMEP vs Engine SpeedModel Years 2000 - 2014
1 Pawlowski, Alexander, and Derek Splitter. SI Engine Trends: A Historical Analysis with Future Projections. No. 2015-01-0972. SAE Technical Paper, 2015.
9 FT036 2016 AMR
Understanding the interactions of fuel and oil in LSPI are critical for realizing fuel economy potential of SI engines
Hypothesis: LSPI occurs from ignition source of liquid ejection from ringland area
Proof-of-concept Experiment
• In-situ top-ring zone (TRZ) sampling and speciation– Air cooled utility-engine generator used•Direct liquid sampling from TRZ of running engine•GC/MS of sampled liquid employed
Setup of Modern Research Engine Experiment
• Dedicated LSPI single-cylinder engine– Ford 1.6-L EcoBoost, converted to SCE
LSPI Approach
10 FT036 2016 AMR
Completed sampling and analysis of liquid from Top Ring Zone (TRZ) on running utility engine
• Inexpensive development tool, proof of concept
• Air-cooled, carbureted generator NOT representative of modern GDI engines
• Samples from TRZ collected during operation under multiple conditions
• Gas chromatography/mass-spectrometry (GC/MS) applied to raw fuel, raw lube, TRZ samples
• Results show significant fuel (23%) in TRZ liquid after 1 hour operation
• Results complementary to literature; Samples show change in TRZ fuel fraction with change in operating conditions
– Fuel fraction of TRZ liquid highest for low coolant temperature and increased load
– Literature: High load and low coolant temp leads to LSPI
LSPI Technical Accomplishment
5 10 15 20 25 30 35 40 450.0
2.0x106
4.0x106
6.0x106
8.0x106
1.0x107
1.2x107
1.4x107
GC response to raw S.S. uncondensed 1 hr. TRZ sample
Abun
danc
e (a
.u.)
Retention Time (min)
Lube.Fuel
11 FT036 2016 AMR
Fuel retention in TRZ is condition and species dependent
0
1x105
2x105
3x105
4x105
5x105
Abu
ndan
ce (a
.u.)
0
1x105
2x105
3x105
4x105
5x105
Abu
ndan
ce (a
.u.)
0
1x105
2x105
3x105
4x105
5x105
Abu
ndan
ce (a
.u.)
0
1x105
2x105
3x105
4x105
5x105
Abu
ndan
ce (a
.u.)
8 10 12 14 16 18 20 220
1x105
2x105
3x105
4x105
5x105
Abu
ndan
ce (a
.u.)
retention time (min)
0
1x105
2x105
3x105
4x105
5x105
Abu
ndan
ce (a
.u.)
8 10 12 14 16 18 20 220
1x105
2x105
3x105
4x105
5x105
Abu
ndan
ce (a
.u.)
retention time (min)8 10 12 14 16 18 20 22
retention time (min)
warmup @ 1/3 load
warmup @ idle
1 hr. S.S. @ idle sump @ 2.5 hr.
LSPI Technical Accomplishment
• Raw fuel sample shown in black on all plots
• Results illustrate TRZ fuel is load and temperature dependent.
– Lighter components in less abundance on warm engine, very little fuel in sump
• Naphthalene present in all samples
12 FT036 2016 AMR
Single-cylinder Ford Ecoboost Set Up For Hi-Fidelity Measurements With Improved Control
• Ford 1.6L EcoBoost converted to single-cylinder
– Simulated Turbocharging– Independent control of intake
temperature and pressure, lube and coolant temperature, exhaust backpressure, etc.
• Engine experiments conducted on automated cycle
– Alternate high/low load– Record ~15,000 consecutive
combustion cycles per high load cycle• Engine failure “accomplishment”
– Hot spot runaway occurred at 26 bar IMEP, 2000 RPM
• New engine operational– Experiments underway– Exploring means to sample from TRZ
LSPI Technical Accomplishment
-20 0 20 40 60 80 1000
25
50
75
100
125
150
175
200
Crank Angle (°CA aTDCf)
Cyl
inde
r Pre
ssur
e (b
ar)
Average LSPI (cycle #116)
Spark timing
0.0
2.5
5.0
7.5
10.0
12.5
Spar
k Pr
imar
y C
oil S
igna
l (vo
lt)
Spark timing
13 FT036 2016 AMR
0
400
800
1200
1600
2000
2400
2800
FR20
Mob
il 1
CPO
-61
CPO
-81
CPO
-80
CPO
-112
CPO
-83
CPO
-63
CPO
-64
CPO
-65
CPO
-85
CPO
-84
CPO
-113
CPO
-114
CPO
-115
Conc
entr
atio
n (p
pm)
Calcium Magnesium Zinc Molybdenum Tungsten Sodium
Established Partnerships for LSPI Experiments
• Partnering with Driven Racing Oil – Providing custom lubes
• Parametric variation of lubricant properties in common basestock
– All lubes 5W-20, Group III (except Mobil 1)
– Vary additive package in parametric manner
• Leverage Co-Optima effort with fuel effects
• Partnering with NREL to measure ignition delay – Same lubes, fresh
and aged, evaluated in IQT
Production
Lubes
Vary Ca Vary Zn (P)
anti-wear
Vary
anti-oxi.
Vary
Mg vs. Ca
Vary
Mg vs. Ca vs. Na
LSPI Accomplishment, Collaboration
14 FT036 2016 AMR
• Low-Speed Pre-Ignition Study– Successfully sampled and analyzed liquid in top ring zone (TRZ) of running
utility engine• Speciation of sample shows boiling point dependence – mostly larger aromatics• Increased load or decreased temperature increases TRZ liquid
– Established dedicated single-cylinder GDI engine• Ford 1.6L EcoBoost (DRIVVEN controller)• Partner providing custom lubes for parametric variation of lubricants
• Effects of Lubricants/Fuels on Emissions– Quantified effects of lubricant additives on catalysts (FT014)– Examined lube and fuel impacts on GDI particulate emissions
• Confirmed higher PM emissions for Start/Stop operation (Malibu GDI e-Assist)• No evidence of lubricant on PM collected on filters• Ethanol blend lowers, isobutanol increases PM mass and soot fraction
– Established engine Start Cart to support future experiments
• Vehicle Fuel Economy– Developed and demonstrated vehicle-based test protocol to screen
lubricants for improved fuel economy• Completed four campaigns (2 campaigns x 2 vehicles)
Summary of Technical Accomplishments
15 FT036 2016 AMR
Effect of Start-Stop Operation on GDI Vehicle PM Emissions Will fuel saving technology of start-stop impact GDI PM emissions? How do lube and fuel impact PM?• Previously observed highest GDI PM
during cold start of FTP• Obtained and evaluated 2014 Malibu
e-Assist vehicle • Fuel chemistry may impact both fuel
and lube contribution to PM• Focus on Start-Stop effect on PM
mass, soot and number– Tier 3 mass standard = 3 mg/mi– PM soot ≈ black carbon, a potent
“greenhouse gas”– Particle number is currently regulated
in Europe • Malibu PN ~10-100 times Euro 6 limit
0
1
2
3
4
5
Start-Stop No Start-Stop
PM m
ass e
mis
sion
s (m
g/m
ile) E0E20IBu12
Tier 3 PM limit is 3 mg/mile
GDI PM - Technical Accomplishment
16 FT036 2016 AMR
Negligible Lubricant HCs Detected on PM sample filters• Thermal desorption/pyrolysis GC/MS method developed at
ORNL to chemically characterize PM– HC fraction desorbed and analyzed by GC/MS– Heavier compounds such as lubricant HCs have longer retention time
• Three consecutive cold cycles on cold start filter, 27consecutive cycles on hot start filter
• Soot emissions by photoacoustic sensor indicate majority ofGDI PM is soot carbon
0.0E+00
1.0E+06
2.0E+06
3.0E+06
5 10 15 20 25 30 35 40 45
Amou
nt (a
rbitr
ary
units
)
Time (min)
Hot startCold start
Lube HCs appear here if presentHCs
PM
Filter
HCs
PM
Filter
2 mm
40 nm9 nm
GDI PM - Technical Accomplishment
17 FT036 2016 AMR
Established Mobile Start Cart Apparatus for Measuring Lubricant Effects on Emissions and Fuel Consumption• Research tool to study cold start and
hot re-start emissions and fuel consumption
• 2013 2.0-L Ford Focus ST engine– Modern turbocharged GDI
– Dyno-ready ECU provided by Ford
• Mobile cart - Set up in Vehicle Laboratory for full-flow dilution emissions sampling
• Instrumented for cylinder pressure, crank angle, fuel flow, etc.
• Scheduled for investigating lubricant and fuel effects on GDI cold start particulate matter (PM)
High accuracy fuel flow meter
High speed DAQ and control
Cold-start and idle fuel consumption
GDI PM - Technical Accomplishment
18 FT036 2016 AMR
• Low-Speed Pre-Ignition Study– Successfully sampled and analyzed liquid in top ring zone (TRZ) of running
utility engine• Speciation of sample shows boiling point dependence – mostly larger aromatics• Increased load or decreased temperature increases TRZ liquid
– Established dedicated single-cylinder GDI engine• Ford 1.6L EcoBoost (DRIVVEN controller)• Partner providing custom lubes for parametric variation of lubricants
• Effects of Lubricants/Fuels on Emissions– Quantified effects of lubricant additives on catalysts (FT014)– Examined lube and fuel impacts on GDI particulate emissions
• Confirmed higher PM emissions for Start/Stop operation (Malibu GDI e-Assist)• No evidence of lubricant on PM collected on filters• Ethanol blend lowers, isobutanol increases PM mass and soot fraction
– Established engine Start Cart to support future experiments
• Vehicle Fuel Economy– Developed and demonstrated vehicle-based test protocol to screen
lubricants for improved fuel economy• Completed four campaigns (2 campaigns x 2 vehicles)
Summary of Technical Accomplishments
19 FT036 2016 AMR
“Energy Conserving” Lubricants are qualified on ASTM D7589 Sequence Test• Lubricants compared to “ASTM Base Lube” (BL)
– 20W-30 oil, provided to all Sequence test labs– GM V6 engine
• BSFC with test lubricant (TL) compared to BSFC with BL at six modal conditions after 16 and 100 hours of aging
– Modal tests at relatively light load (backup slide)– Constant temperatures (115, 65, 35°C)– Weighted modes produce “Fuel Economy
Improvement” (FEI) rating– Typical test result: “2.0% FEI” = FEI1 + FEI2
• No correlation to mpg, single engine result
Objective• Develop vehicle-based test protocol to bridge
Sequence Test results to “real-world” mpg• Investigate lubricant impact on FEI in broader
scope (e.g., 4, 6, 8 cylinder)
Fuel Economy Relevance and Approach
20 FT036 2016 AMR
Fuel Economy Improvements from <1% to >3% Measured in Vehicle Experiments Compared to ASTM BL (backup slide)
• Protocol includes City (FTP), Highway Fuel Economy Test (HFET), and Steady State Fuel Economy test (SSFE)
– All Test Lubes anchored to ASTM Base Lube from Sequence VID/VIE (ASTM D7589)
• Completed 4 campaigns (2 veh x 2 campaigns)– Statistically significant FE improvement measured– Up next, vehicle with 4 cylinder engine
Cadillac SRX has same DOHC V6 engine used in Sequence VID test
Results show ability of careful vehicle FTP tests to distinguish fuel economy improvement of <1% to over 3%. Range bars show max and min of multiple tests.
(similar results for HFET and SSFE)
Experiment repeated in vehicle with pushrod V8 engine on 2 lubes
(Mobil1 and PNNL prototype)
Technical Accomplishment
14.0
15.0
16.0
17.0
18.0
19.0
20.0
Bag 1 Bag 2 Bag 3 Weighted
FTP
Fuel
Eco
nom
y (m
pg)
Avg ASTM Base Lube (15 runs)Mobil 1 (5 runs)
Chevrolet Silverado
21 FT036 2016 AMR
2015 Review (FT007 – Fuel and Lubricant Effects on Emissions Control)
Emissions efforts reviewed last year as FT007. Score (3.3/4.0)Reviewer Comments Favorable/Supportive:• Good approach• Multiple independent subprojects, broadens
impact• Milestones met in timely fashion• Determining start-stop has no major impact on
PM is addressing emissions barriers• Interesting data on oxidative character of GDI PM• Excellent collaboration• Understanding fuel/lubricant interaction is
complex, requires lots of effort• Supports DOE goals• Engine and flow-reactor studies with in-depth
characterization of PM, HCs, and emissions control devices…successful
22 FT036 2016 AMR
Collaborators and Partners• Low Speed Pre-Ignition:
– Driven Racing Oils – custom lubricants– NREL – IQT applied to fresh and used oils– Informal support from major OEM
• Fuel and lubricant formulation impacts on GDI particulate emissions:– Umicore: gasoline particulate filter washcoating– Ford – engine controller for start cart– PNNL: PM collection and characterization campaigns
• Lube Effects on Vehicle Fuel Economy– PNNL – Prototype Lube evaluated– ASTM Test Monitoring Center – provide ASTM lubes
• 2017 Labcall partners– ANL, PNNL, NREL
• Compatibility of emerging fuels and lubricants with emissions control devices (FT014):
– NREL, Ford, Cummins, MECA – GM, Lubrizol, Shell: Ionic liquid development and evaluation
23 FT036 2016 AMR
Future Directions• Low-Speed Pre-Ignition – Lube/fuel chemistry
• LSPI mechanics – wall impingement effects
• Effects of Lubricants on Fuel Economy
• Lubricant and fuel formulation impacts on GDI particulate emissions
Understanding Lubricant/Fuel Interactions critical to ameliorating LSPI
Quantify LSPI tendency with matrix of custom-blended lubes
Does fuel impingement exacerbate LSPI? Explore and quantify impingement effects with injector indexing
Will small FE improvements be less detectable in downsped / downsized applications?
Evaluate additional engine types.Explore means to predict vehicle mpg change from Sequence test
No direct contribution of lubricant to PM noted, but how do fuel switching or lubricant switching affect PM?
Examine PM from cold and hot starts with range of lubricants and fuels
Remaining Challenges
24 FT036 2016 AMR
Summary• Relevance: Studies provide understanding of impacts of lubricants on LSPI,
PM emissions, and fuel economy.
• Approach: Targeted engine, vehicle, and flow-reactor studies with in-depth characterization of PM, HCs, and fuel economy to better understand lubricant effects and interactions.
• Collaborations: Wide-ranging collaboration with industry, academia, and other national labs designed to maximize impact and lead to marketable solutions
• Technical Accomplishments:– Developed and employed engine-based test stands to explore LSPI, emissions, and
fuel economy impacts of lubricants• Speciation of top-ring zone liquid confirms boiling point dependence and effect of engine conditions
• Established vehicle-based method to measure mpg improvement from lubricants
• Quantification of fuel and lubricant impacts on GDI PM
• Future Work: well-designed plans in place to address remaining barriers; guidance from industry incorporated into future directions
25 FT036 2016 AMR
TECHNICAL BACKUP SLIDES
26 FT036 2016 AMR
Measuring Lubricant Effect on Vehicle Fuel Economy Currently Focused on 3 Cycles
• Federal Test Procedure (FTP), also known as City Cycle
– Includes “cold” start at 75°F
– Used in emissions and fuel economy certification
• HFET – Highway Fuel Economy Test– Also for FE certification, warm engine
• Steady State Fuel Economy Test– Custom cycle, 5 min at each of 9 speeds
0
10
20
30
40
50
60
70
0 100 200 300 400 500 600 700 800
Time (s)
Spee
d (m
ph)
0
10
20
30
40
50
60
70
80
0 500 1000 1500 2000 2500
Time (s)
Spee
d (m
ph)
"Bag 1""Phase 1"
"Cold Transient"505s
"Bag 2""Phase 2"
"Cold Stabilized"867s
10 minute soak"Bag 3"
"Phase 3""Hot Transient"
505 s
LA- 41372s, 7.45 mi
FTP11 mi
30
40
50
60
70
80
90
0 500 1000 1500 2000 2500 3000 3500 4000
Spee
d (m
ph)
Time (s)
Steady State Fuel Economy Test
War
mup
Cool down
FTP
HFETHighway Fuel Economy Test
SSFE
Technical Backup Slide – Vehicle Fuel Economy
27 FT036 2016 AMR
500
1000
1500
2000
2500
3000
0.0 10.0 20.0 30.0 40.0 50.0 60.0
Fuel
MEP
(kPa
)
Road Load Power (hp)
FTP Bag 1
SSFE-BL1
SSFE-BL2
SSFE-TL
SSFE-BLA
Seq Test BL
Bridging vehicle Fuel Economy tests to Sequence tests:Fuel Mean Effective Pressure (Fuel MEP) normalizes to engine size and illustrates overlap of various tests.
• Six modes of Sequence test at fairly light loads
• Plot shows Fuel MEP vs hp for Seq Test, cold bag of FTP, SSFE
Technical Backup Slide – Vehicle Fuel Economy
0
500
1000
1500
2000
2500
3000
20 40 60 80 100 120
Fuel
MEP
(kPa
)
Oil Temperature (C)
FTP Bag 1FTP Bag 2HFETSSFESeq Test
• Sequence test conducted at fixed oil temperatures
• Wide variation in oil temperature in transient vehicle operation
• FTP bag 1&2, HFET, SSFE, SeqTest Shown
mass rate fuel * LHV*2Displacement*RPMFuel MEP =
28 FT036 2016 AMR
Results: GDI vehicle PM depends on fuel and mode
Hot Start, Lowest values: No Start-Stop Start-StopPM Mass (Filter) iBu12 E0Soot Mass (AVL-MSS) iBu12 E20Particle # (EEPS) iBu12 E0
• ORNL measured particle number emissions for FTP over order of magnitude higher than European reg• (~1013 /mile vs. ~1012/mile)
How about lubricant contribution? • Not conclusive, no lubricant found in PM organic fraction by GC-MS• Future Start-Cart studies will isolate start-up, lube impact on PM
Why is this research important?• Lower lubricant viscosity can lead to more volatility in combustion chamber• Start-up has highest PM emissions for GDI• Start-stop will impact particulate filter operation if GPF needed in 2025
Takeaway: Operation and fuel both have to be considered for PM control strategies
• Lowest Cold Start PM mass, soot and number measured with E20• Hot start PM affected differently:
Technical Backup Slide - PM
29 FT036 2016 AMR
Start-stop mode + fuel influence soot, PN production for hot drive cycle
0
2
4
6
8
10
E0 E20 IB12
Soot
(mg/
mi)
No Start Stop
Stop Start
0
0.5
1
1.5
2
2.5
E0 E20 IB12
Part
icle
Num
ber (
x10^
14 /
mi) No Start Stop
Start Stop
Cold cycle
0.0
0.2
0.4
0.6
0.8
1.0
E0 E20 IB12
Soot
(mg/
mi)
No Start StopStop Start
Hot cycle
0.0
0.1
0.2
0.3
0.4
0.5
E0 E20 IB12
Part
icle
Num
ber (
x10^
14/m
i)No Start StopStart Stop
• Soot measured with photoacoustic sensor (AVL), 10X higher for cold cycle• Particle number measured with differential mobility analyzer (EEPS), 5x higher for cold cycle• E20 has a larger effect over cold cycles; IB12 has larger effect for hot cycle
Technical Backup Slide - PM
30 FT036 2016 AMR
ANOVA (Analysis Of Variance) for GDI PM Data shows interactions between fuel and start-stop mode
Soot F p Fuel (E0, E20, IB12) 5.19 0.0072Mode (SS, no SS) 19.18 0Fuel * Mode 14.54 0
Particle Number F pFuel (E0, E20, IB12) 1.31 0.273Mode (SS, no SS) 1.78 0.1837Fuel * Mode 56.86 0
• E0= 87 AKI gasoline; • E20 =20% ethanol in the E0; • IB12 = 12% isobutanol in the E0
• SS= start-stop enabled
• No SS = start-stop disabled
• Null hypothesis: there is no difference between fuels or start-stop modes for PM generation
– p< 0.05 means null hypothesis is rejected
– p< 0.05 is statistically significant
• For soot PM production, Fuel, Mode, and their interaction produced a significant difference in soot emissions
• For particle number, Fuel and Mode did not produce a significant effect, but their interaction does affect PN
Technical Backup Slide - PM