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Background Clark - NOx Fuel Tradeoff.pdf · Source: WVU chassis data – CRC Presentation • Chassis dynamometer test data from 2007 Cummins ISL 320 over OCTA driving schedule •

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Page 1: Background Clark - NOx Fuel Tradeoff.pdf · Source: WVU chassis data – CRC Presentation • Chassis dynamometer test data from 2007 Cummins ISL 320 over OCTA driving schedule •
Page 2: Background Clark - NOx Fuel Tradeoff.pdf · Source: WVU chassis data – CRC Presentation • Chassis dynamometer test data from 2007 Cummins ISL 320 over OCTA driving schedule •

Background ×  NOx and PM Standards have driven diesel engine

design for two decades ×  Test methods have evolved over that time

×  Manufacturers have adopted efficiency initiatives where customer return on investment demands would be satisfied

×  Climate change and energy concerns have now initiated vehicle efficiency standards

×  The emissions and efficiency requirements are not fully aligned

Page 3: Background Clark - NOx Fuel Tradeoff.pdf · Source: WVU chassis data – CRC Presentation • Chassis dynamometer test data from 2007 Cummins ISL 320 over OCTA driving schedule •

Progression of Complexity in US Diesel Engine Controls

(NOx & PM Reduction) ×  Mechanical Injection

×  Electronic Injection (Injection Timing Authority)

×  Boost Management (Wastegate, Electronic Wastegate)

×  Cooled Exhaust Gas Recirculation

×  Multiple Injections

×  Oxidation Catalysts (some buses)

×  Diesel Particulate Filtration

×  Urea Selective Catalytic Reduction

×  Increasingly Sophisticated Control From Clark 2011 Fall ASME ICE Keynote

Progression differed in Europe – parallel SCR & non-SCR (EGR) tracks for low NOx

Page 4: Background Clark - NOx Fuel Tradeoff.pdf · Source: WVU chassis data – CRC Presentation • Chassis dynamometer test data from 2007 Cummins ISL 320 over OCTA driving schedule •

History of NOx – Efficiency Tradeoff

×  Unregulated on-road mechanically injected diesel engines typically produced 10-15 g/kW hour NOx ×  Optimal engine efficiency ×  Manageable component

temperatures ×  Simple injection systems

×  Modest NOx reductions were possible simply by retarding injection timing ×  Loss of efficiency ×  Approach used to reach about 5 g/

kW hour NOx

NOx = 0.0165 CO2 - 0.0558

R² = 0.7448

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

0 20 40 60

NO

x (g

/s)

CO2 (g/s)

Data Source: WVU chassis dynamometer data

Advancing timing on mechanical Mack Engine CO2 (g/bhphr) -- -15% -12% -7% 11% NOx (g/bhphr) -- 61% 131% 183% 270%

Page 5: Background Clark - NOx Fuel Tradeoff.pdf · Source: WVU chassis data – CRC Presentation • Chassis dynamometer test data from 2007 Cummins ISL 320 over OCTA driving schedule •

NOx-CO2 Relationship: Electronic Injection and EGR

×  Chassis dynamometer testing of OTR tractor

×  Early EGR management

×  NTE not yet enforced

×  High scatter of NOx relative to CO2: linear relationship is lost

×  Data Source: CRC E-55/59 Program

5

NOx = 0.0046 CO2 + 0.0082 R² = 0.6578

0.00

0.05

0.10

0.15

0.20

0.25

0.30

0.35

0.40

0.45

0.50

0 20 40 60 80

NO

x (g

/s)

CO2 (g/s)

Page 6: Background Clark - NOx Fuel Tradeoff.pdf · Source: WVU chassis data – CRC Presentation • Chassis dynamometer test data from 2007 Cummins ISL 320 over OCTA driving schedule •

US FTP versus On-Road Operation

-80.00

-60.00

-40.00

-20.00

0.00

20.00

40.00

60.00

80.00

100.00

120.00

140.00

-40.00 -20.00 0.00 20.00 40.00 60.00 80.00 100.00 120.00 140.00 160.00

Speed

Torque

-80.00

-60.00

-40.00

-20.00

0.00

20.00

40.00

60.00

80.00

100.00

120.00

140.00

-40.00 -20.00 0.00 20.00 40.00 60.00 80.00 100.00 120.00 140.00 160.00

Speed

TorqueSource: Thesis research

Radermacher, WVU

FTP emphasizes operation near rated speed and torque

Page 7: Background Clark - NOx Fuel Tradeoff.pdf · Source: WVU chassis data – CRC Presentation • Chassis dynamometer test data from 2007 Cummins ISL 320 over OCTA driving schedule •

“Off-Cycle” Data Regain efficiency and protect engines

y = 0.0043x + 0.1906R2 = 0.7104

y = 0.0012x + 0.1049R2 = 0.3387

0.0

0.2

0.4

0.6

0.8

1.0

1.2

1.4

0 50 100 150 200 250 300 350

Dispersed and Time Aligned Axle Horsepower (ahp)

NOx

Emiss

ions

(g/s)

Cruise

Transient

Source: WVU data – Clark SAE Keynote

Steady-State “Post Holes”

Page 8: Background Clark - NOx Fuel Tradeoff.pdf · Source: WVU chassis data – CRC Presentation • Chassis dynamometer test data from 2007 Cummins ISL 320 over OCTA driving schedule •

US Measures to Insure Broader NOx Reduction

Source: Clark SAE Keynote

Page 9: Background Clark - NOx Fuel Tradeoff.pdf · Source: WVU chassis data – CRC Presentation • Chassis dynamometer test data from 2007 Cummins ISL 320 over OCTA driving schedule •

NOx – Fuel Interactions ×  Cases where both NOx and CO2 are reduced together

×  Reduced friction / Better lubricants ×  Reduced load (e.g. lighter vehicle)

×  Cases where both NOx and CO2 increase together ×  DPF Regeneration ×  Exhaust back pressure

×  Cases where NOx and CO2 trade off ×  Retarded timing ×  Exhaust gas recirculation

×  Indicated efficiency ×  Pumping work

×  Complex cases (e.g. enable reduction but demand power) ×  EGR cooling demand ×  Multiple injections & rate shaping ×  High pressure injection ×  Downspeeding / managing powertrains / hybrid technology

×  Upstream implications of urea ×  “Driving to find urea!”

×  Choice of units / engine & vehicle / engine sizing

Krishnamurthy et al. (Atmos. Environ 2007) show ~10% fuel use increase for NOx reduction from 5 to 2.5 g/bhp-hr standard (US 1995 to 2002)

Page 10: Background Clark - NOx Fuel Tradeoff.pdf · Source: WVU chassis data – CRC Presentation • Chassis dynamometer test data from 2007 Cummins ISL 320 over OCTA driving schedule •

Causes of Measurement Variability

×  Sensitivity of EGR & timing strategy to transient operation

×  Effects of changing exhaust backpressure with DPF

×  DPF regeneration fuel use

×  Cold start strategies

×  SCR thermal effects & control effects

×  Increasing difficulty in quantifying very low levels

×  Hybrid operation brings additional complexities ×  See SAE J2711 ×  Powertrain controls to a lesser degree

×  Vehicle-based efficiency measurements and modeling results cannot characterize small efficiency differences accurately

Page 11: Background Clark - NOx Fuel Tradeoff.pdf · Source: WVU chassis data – CRC Presentation • Chassis dynamometer test data from 2007 Cummins ISL 320 over OCTA driving schedule •

DPF Regeneration raising NOx and CO2

NOx = 0.0027 CO2 - 0.0017 R² = 0.6549 (normal)

NOx = 0.0028 CO2 + 0.0028 R² = 0.6317 (regen)

0

0.02

0.04

0.06

0.08

0.1

0.12

0.14

0.16

0.18

0.2

0 10 20 30 40 50

NO

x (g

/s)

CO2 (g/s)

Normal Regen

Source: WVU chassis data – CRC Presentation

•  Chassis dynamometer test data from 2007 Cummins ISL 320 over OCTA driving schedule

•  REGENERATION DOES

NOT INFLUENCE NOx-CO2 relationship substantially, but both have highest values during regeneration

•  Data show that relationships between NOx and power and CO2 and shaft power are affected.

Page 12: Background Clark - NOx Fuel Tradeoff.pdf · Source: WVU chassis data – CRC Presentation • Chassis dynamometer test data from 2007 Cummins ISL 320 over OCTA driving schedule •

OCTA Driving Schedule NOx over Three Repeat Runs per Bus

(Data from CAFEE Database, DOE, DOT & LYNX data)

0 5

10 15 20 25 30 35 40 45

NO

X (g

/mil

e)

Page 13: Background Clark - NOx Fuel Tradeoff.pdf · Source: WVU chassis data – CRC Presentation • Chassis dynamometer test data from 2007 Cummins ISL 320 over OCTA driving schedule •

OCTA Driving Schedule NOx Variability over Three Repeat Runs per Bus

(Data from CAFEE Database, DOE, DOT & LYNX data)

0% 2% 4% 6% 8%

10% 12% 14% 16% 18%

NO

X M

easu

rmen

t Coe

ffic

ien

t V

aria

nce

Page 14: Background Clark - NOx Fuel Tradeoff.pdf · Source: WVU chassis data – CRC Presentation • Chassis dynamometer test data from 2007 Cummins ISL 320 over OCTA driving schedule •

EGR and SCR ×  To meet 2002-2010 2.5 g/bhp-hr and 1.2 g/bhp-hr NOx

heavy-duty on-road levels, the US manufacturers opted for in-cylinder and injection controls, and for cooled EGR.

×  Euro IV levels were met by using either SCR or EGR in Europe. [Erkkila & Nylund report shows SCR offers better efficiency in most cases].

×  Post-2010 US and Euro VI employ SCR, which may be used with or without EGR.

×  SCR accommodates higher engine-out emissions, usually offering an efficiency gain, but SCR must be active to reduce NOx. [US studies of school bus efficiency favor SCR].

Page 15: Background Clark - NOx Fuel Tradeoff.pdf · Source: WVU chassis data – CRC Presentation • Chassis dynamometer test data from 2007 Cummins ISL 320 over OCTA driving schedule •

Test-to-test Variability: Urea SCR

15

0

50

100

150

200

250

300

0 200 400 600 800 1000 1200

Pos

t SC

R E

xhau

st T

emp

(C)

Time (s)

Cold Warm Hot #1 Hot #2 Hot #3 Hot #4

0

2

4

6

8

10

12

14

16

0 200 400 600 800 1000 1200

Inte

grat

ed N

Ox

(gra

ms)

Time (s)

Cold Warm Hot #1 Hot #2 Hot #3 Hot #4

•  2012 OTR Tractor •  2011 Diesel engine (Mack MP8)

•  Urea-SCR exhaust aftertreatment

WVU Data – CRC Presentation

Page 16: Background Clark - NOx Fuel Tradeoff.pdf · Source: WVU chassis data – CRC Presentation • Chassis dynamometer test data from 2007 Cummins ISL 320 over OCTA driving schedule •

Hot- and Cold-start NOx with SCR

Hot Start Emissions Cold Start Emissions

Source: SAE 2011-01-2469 Clark, McKain, Wayne, Carder & Gautam, WVU

2010 30 foot Transit Bus – Paris Cycle

Page 17: Background Clark - NOx Fuel Tradeoff.pdf · Source: WVU chassis data – CRC Presentation • Chassis dynamometer test data from 2007 Cummins ISL 320 over OCTA driving schedule •

NOx below 0.2 g/bhp-hr in the US

×  California has funded a study aiming at 0.02 g/bhp-hr NOx from heavy-duty engines (additional 90% reduction) ×  Diesel ×  Natural Gas

×  Different possible pathways for diesel ×  More intensive cooled EGR with SCR (reduced engine-out) ×  Increasingly sophisticated SCR (sensors and models) ×  Aggressive injection of reductant with cleanup

×  Ammonia concerns

×  Roberts (2011) and Johnson (2012) have discussed engine-out vs. aftertreatment tradeoffs

Page 18: Background Clark - NOx Fuel Tradeoff.pdf · Source: WVU chassis data – CRC Presentation • Chassis dynamometer test data from 2007 Cummins ISL 320 over OCTA driving schedule •

Summary & Observations ×  NOx reduction through retarded timing and cooled EGR reduces

engine efficiency. ×  Some EGR cooling burdens are not measured in a test cell

×  SCR has offered a pathway to recovering efficiency, but urea is now required. ×  Urea has an upstream footprint and cost ×  Emissions will be high if the catalyst is inactive

×  Present pathways suggest that further NOx reduction will imply engine efficiency loss and/or higher urea usage.

×  Regulatory tools are not fully aligned with on-road use and are about to face an information and control onslaught.

×  Low emissions levels are hard to measure. Small changes in efficiency are hard to measure.