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Emissions of Size- Segregated Aerosols from On-Road Vehicles in the Caldecott Tunnel Jonathan O. Allen SCOS97 -- NARSTO Data Analysis Conference 15 February 2001 Environmental Engineering Science Department, California Institute of Technology School of Earth and Atmospheric Science, Georgia Institute of Technology Glen R. Cass Civil and Environmental Engineering Department, Arizona State University Chemistry Department, University of California, Riverside Paul R. Mayo, Lynn G. Salmon Lara S. Hughes
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Page 1: Emissions of Size-Segregated Aerosols from On-Road Vehicles in the Caldecott Tunnel Jonathan O. Allen SCOS97 -- NARSTO Data Analysis Conference15 February.

Emissions of Size-Segregated Aerosols from On-Road Vehicles in

the Caldecott TunnelJonathan O. Allen

SCOS97 -- NARSTO Data Analysis Conference 15 February 2001

Environmental Engineering Science Department,California Institute of Technology

School of Earth and Atmospheric Science, Georgia Institute of Technology

Glen R. Cass

Civil and Environmental Engineering Department,Arizona State University

Chemistry Department,University of California, Riverside

Paul R. Mayo, Lynn G. Salmon

Lara S. Hughes

Page 2: Emissions of Size-Segregated Aerosols from On-Road Vehicles in the Caldecott Tunnel Jonathan O. Allen SCOS97 -- NARSTO Data Analysis Conference15 February.

Motivation• Vehicle emissions are large contributors to ambient aerosol

concentrations• Los Angeles aerosol in September 1996 study was

composed of – 9-11% primary particles emitted by vehicles

– 37-65% gas-to-particle conversion products from NOx, NH3, SO2, organic compounds

• Actual on-road vehicle fleet emissions can be measured in tunnels including– high emitters– non-tailpipe emissions

Page 3: Emissions of Size-Segregated Aerosols from On-Road Vehicles in the Caldecott Tunnel Jonathan O. Allen SCOS97 -- NARSTO Data Analysis Conference15 February.

• Bore 1 - HDV and LDV– 5-6% Heavy Duty– Nov 17 and 18– noon to 3 p.m.

• Bore 2 - “LDV Only”– 0.24% Heavy Duty– Nov 19 and 20– 3:30 to 6:30 p.m.

Caldecott Tunnel Study

HDV - Heavy Duty VehiclesLDV - Light Duty Vehicles

Page 4: Emissions of Size-Segregated Aerosols from On-Road Vehicles in the Caldecott Tunnel Jonathan O. Allen SCOS97 -- NARSTO Data Analysis Conference15 February.

Aerosol Measurements

Mass

Trace Metals (V,Fe,Br,Mg,…)

Carbon (Elemental, Organic)

Ions (NO3-, SO4

=, Cl-, NH4+)

HNO3, HCl, NH3

Organic Tracers (PAHs, Hopanes, …)

Fine Particle Filters

PM10 FiltersImpactors 1.0 - 1.8 m

0.56 - 1.0 0.32 - 0.56 0.18 - 0.32 0.10 - 0.18 < 0.10

Samplers Analytes

Reactive Gases

Electronic Particle Counters Particle Size Distribution

Page 5: Emissions of Size-Segregated Aerosols from On-Road Vehicles in the Caldecott Tunnel Jonathan O. Allen SCOS97 -- NARSTO Data Analysis Conference15 February.

PM1.9 Concentrations

0

20

40

60

80

100

Con

cent

ratio

n (

g m

-3)

Bore 1(HDV and LDV)

Bore 2("LDV Only")

Unidentified Cl - Na+ SO

4=

NH4+

NO3-

Organic Compounds Elemental Carbon

Metals and Metal Oxides

• Carbonaceous emissions are most important• Higher emissions in HDV than LDV Tunnel Bore

Page 6: Emissions of Size-Segregated Aerosols from On-Road Vehicles in the Caldecott Tunnel Jonathan O. Allen SCOS97 -- NARSTO Data Analysis Conference15 February.

Emissions Calculations• Gas phase carbonaceous species (CO2, CO, CH4, NMHC)

measured

• Calculate aerosol emissions based on fuel consumption as

EC,i = Ci

CC,j

Ci Concentration increase in species i

EC,i Emission of species i on carbon consumption basis

CC,j Sum of carbon emissions in tunnel

Page 7: Emissions of Size-Segregated Aerosols from On-Road Vehicles in the Caldecott Tunnel Jonathan O. Allen SCOS97 -- NARSTO Data Analysis Conference15 February.

PM1.9 Emissions

0

100

200

300

400

500

Em

issi

on R

ate

(mg

kgC

-1)

Bore 1(HDV and LDV)

Bore 2("LDV Only")

Unidentified Cl - Na+ SO

4=

NH4+

NO3-

Organic Compounds Elemental Carbon

Metals and Metal Oxides

Page 8: Emissions of Size-Segregated Aerosols from On-Road Vehicles in the Caldecott Tunnel Jonathan O. Allen SCOS97 -- NARSTO Data Analysis Conference15 February.

0.02 0.05 0.1 0.2 0.5 10

100

200

300

400

E

/

log

Da (

mg

kg

C-1

)

Aerodynamic Diameter, Da (m)

Size-Segregated Emissions in Bore 1 (HDV and LDV)

Unidentified Cl - Na+ SO

4=

NH4+

NO3-

Organic Compounds Elemental Carbon

Metals and Metal Oxides

Page 9: Emissions of Size-Segregated Aerosols from On-Road Vehicles in the Caldecott Tunnel Jonathan O. Allen SCOS97 -- NARSTO Data Analysis Conference15 February.

Size-Segregated Emissions in Bore 2 (“LDV Only”)

0.02 0.05 0.1 0.2 0.5 10

20

40

60

80

100

E

/

log

Da (

mg

kg

C-1

)

Aerodynamic Diameter, Da (m)

Unidentified Cl - Na+ SO

4=

NH4+

NO3-

Organic Compounds Elemental Carbon

Metals and Metal Oxides

Page 10: Emissions of Size-Segregated Aerosols from On-Road Vehicles in the Caldecott Tunnel Jonathan O. Allen SCOS97 -- NARSTO Data Analysis Conference15 February.

LDV and HDV Fleet Emissions

Estimate emission rates of LDV and HDV fleets by linearregression

EC,ik = k EC,i(HDV) + (1-k) EC,i(LDV) + ik

k Fraction of carbon emitted by HDV fleet in experiment k

k calculated from • vehicle counts• fuel consumption estimates• fuel properties

Page 11: Emissions of Size-Segregated Aerosols from On-Road Vehicles in the Caldecott Tunnel Jonathan O. Allen SCOS97 -- NARSTO Data Analysis Conference15 February.

Linear Fit of Mass Emissions

0 0.2 0.4 0.6 0.8 10

500

1000

1500

2000

2500

Fraction Carbon Emitted by HDVs,

Mas

s E

mis

sion

s (m

g kg

C-1

)

Page 12: Emissions of Size-Segregated Aerosols from On-Road Vehicles in the Caldecott Tunnel Jonathan O. Allen SCOS97 -- NARSTO Data Analysis Conference15 February.

PM1.9 Emissions by HDV and LDV Fleets

0

500

1000

1500

Em

issi

on

Ra

te (

mg

kg

C-1)

HDV Fleet

LDV Fleet(x 10)

HDV emissions 25 times greater than LDV emissions

Unidentified Cl - Na+ SO

4=

NH4+

NO3-

Organic Compounds Elemental Carbon

Metals and Metal Oxides

Page 13: Emissions of Size-Segregated Aerosols from On-Road Vehicles in the Caldecott Tunnel Jonathan O. Allen SCOS97 -- NARSTO Data Analysis Conference15 February.

Size-Segregated HDV Emissions

0.02 0.05 0.1 0.2 0.5 10

500

1000

1500

E

/

log

Da (

mg

kg

C-1

)

Aerodynamic Diameter, Da (m)

Size-segregated LDV emissions are indistinguishable from zeroMaximum LDV emissions are those for Bore 2

Unidentified Cl - Na+ SO

4=

NH4+

NO3-

Organic Compounds Elemental Carbon

Metals and Metal Oxides

Page 14: Emissions of Size-Segregated Aerosols from On-Road Vehicles in the Caldecott Tunnel Jonathan O. Allen SCOS97 -- NARSTO Data Analysis Conference15 February.

Emission Source Measurements

• Kleeman, Schauer, and Cass (Environ. Sci. Technol., 34:1578–1587, 2000) measured the emissions of – Catalyst-Equipped Gasoline Vehicles– Noncatalyst-Equipped Gasoline Vehicles– Medium Duty Diesel Trucks

• Size-segregated emission profiles agree with tunnel measurements

• Note: no afterfilter analyses on these source samples

Page 15: Emissions of Size-Segregated Aerosols from On-Road Vehicles in the Caldecott Tunnel Jonathan O. Allen SCOS97 -- NARSTO Data Analysis Conference15 February.

Medium Duty Diesel Emissions

0.1 1.00

0.5

1

1.5

2

Da (m)

M /

lo

g D

a M

tot

Unidentified Cl - Na+ SO

4=

NH4+

NO3-

Organic Compounds Elemental Carbon

Metals and Metal Oxides

Page 16: Emissions of Size-Segregated Aerosols from On-Road Vehicles in the Caldecott Tunnel Jonathan O. Allen SCOS97 -- NARSTO Data Analysis Conference15 February.

Catalyst-Equipped Gasoline Vehicle Emissions

0.1 1.00

0.2

0.4

0.6

0.8

1

1.2

1.4

Da (m)

M /

lo

g D

a M

tot Unidentified

Cl - Na+ SO

4=

NH4+

NO3-

Organic Compounds Elemental Carbon

Metals and Metal Oxides

Page 17: Emissions of Size-Segregated Aerosols from On-Road Vehicles in the Caldecott Tunnel Jonathan O. Allen SCOS97 -- NARSTO Data Analysis Conference15 February.

Noncatalyst-Equipped Gasoline Vehicle Emissions

0.1 1.00

0.5

1

1.5

2

Da (m)

M /

lo

g D

a M

tot

Unidentified Cl - Na+ SO

4=

NH4+

NO3-

Organic Compounds Elemental Carbon

Metals and Metal Oxides

Page 18: Emissions of Size-Segregated Aerosols from On-Road Vehicles in the Caldecott Tunnel Jonathan O. Allen SCOS97 -- NARSTO Data Analysis Conference15 February.

Comparison of Laboratory and Tunnel Emissions Measurements

• Medium duty diesel truck emissions profile similar to HDV emissions profile

• Relatively more HDV emissions of particles larger than 0.2 m — due to – heavy duty trucks (source sample was medium duty) – non-tailpipe emissions

• Organic compounds emissions in Bore 2 similar to profiles for gasoline powered vehicles

• Elemental carbon emissions in Bore 2 due to– few trucks– non-tailpipe emissions

Page 19: Emissions of Size-Segregated Aerosols from On-Road Vehicles in the Caldecott Tunnel Jonathan O. Allen SCOS97 -- NARSTO Data Analysis Conference15 February.

Conclusions• Emission rates measured were comparable with

other tunnel studies• Size-segregated emission profiles are comparable to

those from source tests possible additional emissions from untested sources– heavy duty trucks– gasoline powered trucks– non-tailpipe emissions

• Ammonia emissions were 194 and 267 mg l-1 fuel consumed

Page 20: Emissions of Size-Segregated Aerosols from On-Road Vehicles in the Caldecott Tunnel Jonathan O. Allen SCOS97 -- NARSTO Data Analysis Conference15 February.

Acknowledgement

This work was supported by the Coordinating Research Council, Inc., and the U.S. DOE Office of Heavy Vehicle Technologies through the National Renewable Energy Laboratory under CRC Project No. A-22.


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