environmental chamber studies of ozone and pm …carter/pubs/carter-harvard.pdf · w. p. l. carter...

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W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of Ozone And PM Impacts of VOCs William P. L. Carter CE-CERT, University of California, Riverside May 12, 2006 Outline VOCs and air quality Need for mechanisms to predict atmospheric impacts of VOCs Role of environmental chamber data in mechanism development Recent mechanism evaluation data with new low-NOx chamber Recent chamber data on secondary PM from m-xylene Ongoing research

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Page 1: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1

Environmental Chamber Studies of Ozone And PM Impacts of VOCs

William P. L. CarterCE-CERT, University of California, Riverside

May 12, 2006

Outline• VOCs and air quality• Need for mechanisms to predict atmospheric impacts of VOCs• Role of environmental chamber data in mechanism development• Recent mechanism evaluation data with new low-NOx chamber• Recent chamber data on secondary PM from m-xylene• Ongoing research

Page 2: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 2

VOCs and Air Quality• Volatile Organic Compounds (VOCs) enter the atmosphere from

a variety of anthropogenic and biogenic sources

• Impacts of VOCs on air quality include:• Direct effects (for toxic VOCs very near large sources)• Formation of toxic or persistent oxidation products • Promotion of ground-level ozone formation• Contribution to secondary particle matter (PM) formation

• Contribution to ground-level ozone has been the major factor driving VOC regulations in the U.S.• Models calculate large VOC reductions are needed to

achieve air quality standards in urban areas• NOx reduction is more important to reducing regional ozone

• But need to reduce PM has also become a priority. VOC control may also be necessary to reduce secondary PM.

Page 3: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 3

Mechanism of VOCs Impact on O3

• Ground level O3 is actually formed from the photolysis of NO2, with O3 in a photostationary state relation with NO and NO2:

• VOCs promote O3 by forming radicals that convert NO to NO2and shift the photostationary state towards O3 formation, e.g.:

NO2 + hν → O(3P) + NOO(3P) + O2 → O3

O3 + NO → O2 + NO2

Overall:

NO2 + O2 ⇔ O3 + NO

RH + OH → H2O + RR + O2 → RO2

RO2 + NO → RO + NO2

RO → → HO2 + other productsHO2 + NO → OH + NO2

Overall:

VOC + O2 → → → O3 + products

hν, NOx, O2

Page 4: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 4

Factors Affecting Impacts of VOCs on O3• Ground level O3 is formed from the reactions of NOx. But without

VOCs O3 levels are low because of its reaction with NO.

• VOCs differ significantly on their effects on O3 formation Mechanistic factors affecting ozone impacts are:• How fast the VOC reacts• NO to NO2 conversions caused by VOC’s reactions• Effect of reactions of VOC or its products on radical levels• Effects of reactions of VOC or its products on NOx levels

• The effect of a VOC on O3 also depends on where it reacts• The availability of NOx. (NOx necessary for O3 to form.)• The sensitivity to radical levels• The amount of time the VOCs have to react

• Models must take these factors into account to evaluate effective VOC control strategies to reduce O3.

Page 5: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 5

Factors Affecting Impacts of VOCs on Secondary PM

• Many VOCs form low volatility oxidation products that can partition into the aerosol phase and contribute to secondary PM

• Some higher volatility products may also partition into the aerosol phase due to heterogeneous reactions

• The yields of condensable products varies from compound to compound and may also vary with atmospheric conditions

• Identity, yields, formation mechanisms, and partitioning coefficients of condensable products are mostly unknown for most VOCs

• Data and mechanistic knowledge are inadequate for models to predict secondary PM from VOCs with any degree of reliability.

• Inadequately tested and highly simplified parameterized models are used for predicting effects of emissions on secondary PM

Page 6: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 6

Importance of Environmental Chamber Data to Air Pollution Models

• Chemical mechanisms are needed for models to predict secondary pollutants such as O3 and PM

• Mechanisms in current airshed models have many uncertain estimates, simplifications and approximations

• Environmental chambers, simulating atmospheric reactions under controlled conditions, are essential to:• Develop predictive mechanisms when basic mechanistic

data insufficient.• Testing approximations and estimates in mechanisms for

almost all VOCs under simulated atmospheric conditions• Testing entire mechanisms under the necessary range of

conditions

• Results of experiments are influenced by chamber effects, so developing an appropriate chamber effects model is important

Page 7: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 7

Relationship Between Mechanisms, Chamber Data and Airshed Models

Basic kinetic and mechanistic data

and theory

Environmental Chamber

Experiments

Chamber Characterization

Data

Mechanism Under Development

Model Simulations of Chamber

Experiments

Chamber Effects Model

Evaluated Mechanism Airshed Model Airshed Scenario

Conditions

Airshed Model Predictions

Page 8: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 8

Examples of Chemical Mechanismsfor Airshed Models

• Carbon Bond 4 Mechanism (~20 organic model species)• Highly condensed. Designed for computational efficiency• Developed in the late 80’s with some more recent updates• Limited testing against older chamber data• Widely used in regulatory modeling in the U.S.• Not suitable for secondary PM prediction

• European “Master Mechanism” (~4500 organic model species)• Highly explicit representation of major reaction routes for

~130 VOCs and their major oxidation products. • Development and testing against chamber data ongoing.• Used in trajectory models in Europe to estimate relative

reactivity factors for VOCs. Too large for grid models• Being adapted for secondary PM prediction

Page 9: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 9

Examples of Chemical Mechanismsfor Airshed Models (cont’d)

• SAPRC-99 Mechanism (~60 to ~600 organic model species)• Can separately represent reactions of >550 types of VOCs.

Condensed representation of oxidation products• Developed in late ‘90’s and comprehensively evaluated

against then-available chamber data• “Lumped” version widely used for research and some

regulatory modeling in the U.S.• Versions with selected VOCs represented explicitly used for

calculating VOC reactivity scales for O3

• Not designed for secondary PM prediction, but some modeling groups have adapted it for this purpose

• Evaluation against newer chamber data ongoing.• Updated version under development

Page 10: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 10

Chamber Data Base Used when Developing and Evaluating the SAPRC-99 Mechanism

100 - 550556Base Case for Incremental Reactivity Reactivity

100 - 55084447Incremental Reactivity (effect of adding VOC to Surrogate - NOx)

80 - 1000117VOC Mixture - NOx

100 - 100037481Single VOC - NOx

0 - 66076Chamber Characterization

NOx Range (ppb)

No. of VOCs

No. of RunsType of Experiment

Page 11: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 11

Measure of Model Performance for OzoneModel performance for simulating both ozone formation and NO oxidation is measured by ability to predict ∆([O3]-[NO]):

∆([O3]-[NO]) = ([O3]-[NO])FINAL- ([O3]-[NO])INITIAL

This gives a useful measure for both high NO and high O3conditions

Time

Con

cent

ratio

n

O3NO

∆([O3]-[NO])

Measures O3formation once NO is consumed

Measures initial NO oxidation rate

Page 12: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 12

Distribution of Model Errors for ∆([O3]-[NO]) in the Initial SAPRC-99 Evaluation

Radical Source Characterization Single VOC - NOx

Various Mixture - NOx Base Case Surrogate

Less

-50%

-40%

-30%

-20%

-10% 0% 10%

20%

30%

40%

50%

Mor

e

Less

-50%

-40%

-30%

-20%

-10% 0% 10%

20%

30%

40%

50%

Mor

e

∆ ([O3]-[NO]) Model Error: (Model - Experimental / Experimental)

Num

ber o

f Exp

erim

ents

0

5

10

15

20 1 Hour5 Hour

0

50

100

150

0

5

10

15

20

25

0

50

100

150

200

Page 13: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 13

Need for Improved Chamber Facility for Mechanism Evaluation

• Because of chamber effects and analytical limitations, most mechanism evaluation experiments conducted at higher pollutant levels than ambient.

• Large volume chambers are needed to reduce chamber effects and allow equipment with high sampling rates. But large outdoor chambers are difficult to control and characterize

• Most chambers are not suitable to test predictions on how temperature affects O3 and PM formation.

• Most U.S. chambers lack the analytical instrumentation needed to monitor many important trace species

• The new UCR EPA Chamber was developed to address these needs

Page 14: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 14

Characteristics of New UCR EPA Chamber

• Indoor chamber design used for maximum control and characterization of conditions

• Dual reactor design for experimental productivity and to simplify reactivity assessment

• Largest practical volume for indoors (two ~100,000-L reactors)

• 200 KW filtered argon arc solar simulator

• Replaceable Teflon reactors in “clean room” to minimize background

• Positive pressure reactor volume control to minimize dilution and minimize contamination

• Temperature controlled to ±1oC in ~5oC to ~50oC range.

• Improved array of analytical instrumentation and provision for additional instrumentation in the future

Page 15: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 15

Diagram of UCR EPA Chamber

20 ft. 20 ft.

20 ft.

This volume kept clear to maintain light

uniformity

Temperature controlled room flushed with purified air and with reflective

material on all inner surfaces

Dual Teflon Reactors

Two air Handlers are located in the corners on each side of the light

(not shown).

Gas sample lines to laboratory below Access

Door

200 KW Arc Light

2 Banks of Blacklights

SEMS (PM) Instrument

Floor Frame

Movable top frame allows reactors to collapse

under pressure control

Mixing SystemUnder floor of reactors

Page 16: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 16

Diagram of Reactor and Framework(One of Two)

CableCeiling

UpperFrame

Pulleys

Takeup Drum

MotorShaft Supports Shaft

LowerFrame

Teflon Film

Supports

Access Hatch and Sampling Port Holder

Ports for Mixing, Low Volatility Injection and Exchange System

Enclosure Floor

~ 90,000Liters

MaximumVolume

WallLightSource

Page 17: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 17

Photographs of Chamber and LightsLooking Towards Reactors (from light) Looking Towards Lights and Air Inlet

Arc Light

Partially Filled Reactors

Black Lights

Reflective walls

Air Intake

Reflective walls and

Ceiling

Page 18: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 18

Light Source and Spectrum

0

1

2

3

300 400 500 600 700Wavelength (nm)

Nor

mal

ized

Pow

er(a

rbitr

ary

units

)

Solar Blacklights New Chamber

0.6 M

Page 19: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 19

Summary of Characterization Results

• Contamination or dilution by enclosure air is negligible when run on positive pressure control. (Volume decreases as sample is withdrawn)

• Light intensity with argon arc lamp at 80% recommended maximum power gives NO2 photolysis rate of 0.26 min-1

• Characterization results indicate chamber effects are comparableor lower than in other Teflon film chambers

• Good side equivalency in gas-phase results obtained when the same experiment is simultaneously run in the two reactors (except for some NOx offgasing-sensitive runs)

• Some background PM formation observed in one of the two reactors before it was replaced, but reproducible results obtained when >10 µg/m3 PM formed.

Page 20: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 20

Radical or NOx Offgasing RatesDerived for Various Chambers

1

10

100

1000

280 290 300 310 320 330

Average Temperature (K)

NO

x of

fgas

ing

or R

adic

al S

ourc

e R

ate

/ NO

2 ph

otol

ysis

rate

ratio

(ppt

)

Previous UCR IndoorPrevious UCR OutdoorPrevious UCR Default Model

Used for Modeling UNC OutdoorTVA Indoor (NOx offgasing)

UCR EPA Chamber

SAPHIR HONO offgasing (dry)

Page 21: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 21

Initial Evaluation Experimentsin New Chamber

0.2 – 4.2 ppmC

Toluene: 0.6 – 0.16Xylene: 0.18CO: 25 - 50

0.4 – 0.5

~0.6

HCHO: 0.4 – 0.5CO: 15 - 80

0.35 – 0.50

Varied

VOC Range (ppm)

15-202Formaldehyde - CO - NOx

2 - 31561Ambient Surrogate - NOx

5 - 306Aromatic - NOx + CO

5 - 254Toluene or m-Xylene - NOx

5 - 252Propene - NOx

10 - 252Ethene - NOx

8 - 252Formaldehyde - NOX

0 - 20032Characterization

NOx Range (ppb)RunsRun Type

Page 22: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 22

Model Errors in Simulating ∆([O3]-[NO]) in the Initial Evaluation Experiments

← Model Biased Low Model Biased High →

SAPRC-99 Mechanism used

Previous ExperimentsHCHO - NOx

HCHO - CO - NOx

Ethene - NOx

Propene - NOx

Toluene - NOx

Toluene - CO - NOx

m-Xylene - NOx

m-Xylene - CO - NOx

Surrogate - NOx

-50% -25% 0% 25% 50%(Calculated - Experimental) / Experimental

Single Run Average

Page 23: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 23

Matrix of ROG Surrogate – NOx Experiments in the UCR EPA Chamber

1

10

100

1000

0.1 1 10

Initial ROG (ppmC)

Initi

al N

Ox

(ppb

)

Initial EvaluationRunsOBM Runs withoutRadical DataOBM Runs with OH,HO2 DataUsed for Base Casefor Reactivity Runs

Calculated MaximumO3 LineCalculated MIR Line

NOx-Limited Region

VOC Sensitive Region

Page 24: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 24

Lowest NOx Surrogate Experiment(ROG surrogate = 300 ppbC, NOx = 2 ppb)

Concentration (ppm) vs Time (minutes)

O3

0.00

0.02

0.04

0.06

0 120 240 360

NO

0.000

0.001

0.002

0 120 240 360

NO2

0.0000

0.0004

0.0008

0.0012

0.0016

0 120 240 360

M-XYLENE

0.000

0.002

0.004

0.006

0.008

0 120 240 360

PAN

0.0000

0.0002

0.0004

0.0006

0.0008

0 120 240 360

NOy - HNO3

0.000

0.001

0.002

0.003

0.004

0 120 240 360

Experimental Standard ModelNo HONO Offgasing Maximum HONO Offgasing

Page 25: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 25

Representative Data from aRadical Measurement Experiment

0.0

0.1

0.2

0.3

0 120 240 360

OH

(ppt

)

LIF DataDerived from m-Xylene

Lights Off

0

20

40

60

80

0 120 240 360Time (minutes)

HO

2 (pp

t)

0

50

100

150

0 120 240 360

O3 (

ppb)

ExperimentalSAPRC-99 Calc.

Lights Off

EPA 189AROG = 1 ppmCNOx = 20 ppb

0

1

2

3

4

5

0 120 240 360Time (minutes)

H2O

2 (pp

b)

Page 26: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 26

Previous ExperimentsHCHO - NOx

HCHO - CO - NOx

Ethene - NOx

Propene - NOx

Toluene - NOx

Toluene - CO - NOx

m-Xylene - NOx

m-Xylene - CO - NOx

Surrogate - NOx

-50% -25% 0% 25% 50%(Calculated - Experimental) / Experimental

Single Run Average

Model Errors in Simulating ∆([O3]-[NO]) in the Initial Evaluation Experiments

← Model Biased Low Model Biased High →

Variable fits with generally negative bias for surrogate experiments

Page 27: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 27

Model Underprediction Errors forSurrogate - NOx Experiments

ROG/NOx Ratio relative to ratio giving maximum O3

-20%

-10%

0%

10%

20%

30%

40%

50%

0.1 1 10

∆(O

3-N

O) M

odel

und

erpr

edic

tion

SAPRC-99 (Range gives low and high Walls->HONO)

Page 28: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 28

Model Underprediction Errors forSurrogate - NOx Experiments

-20%

-10%

0%

10%

20%

30%

40%

50%

0.1 1 10

∆(O

3-N

O) M

odel

und

erpr

edic

tion

SAPRC-99 Reduced k(OH + NO2)

ROG/NOx Ratio relative to ratio giving maximum O3

Page 29: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 29

Model Underprediction Errors forSurrogate - NOx Experiments:SAPRC-99 vs Carbon Bond 4

-20%

0%

20%

40%

60%

80%

0.1 1 10

∆(O

3-N

O) M

odel

und

erpr

edic

tion

SAPRC-99 Carbon Bond 4

ROG/NOx Ratio relative to ratio giving maximum O3

Page 30: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 30

SAPRC-99 Model Underprediction Errors forMixture and Surrogate - NOx Experiments

-20%

-10%

0%

10%

20%

30%

40%

50%

0.1 1 10

∆(O

3-N

O) M

odel

und

erpr

edic

tion

Full Surrogate (includes m-xylene and toluene)Non-Aromatic Surrogate (Range gives low, high Walls->HONO)

ROG/NOx Ratio relative to ratio giving maximum O3

Page 31: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 31

Uncertainties in Aromatics Mechanisms

• Major atmospheric reactions of aromatics involve OH adding to the ring, followed by various ring fragmentation processes

• Despite considerable study, details of ring fragmentation process is unknown. Less than half of the product mass has been identified and quantified

• In order for model to simulate chamber data, it is necessary to derive parameterized mechanisms with following characteristics:• Some uncharacterized products are highly photoreactive• Photoreactive product yields and photolysis rates adjusted

for model to predict O3 in aromatics - NOx experiments

• Evidence for compensating errors between numbers of NO to NO2 conversions and radical input rates

Page 32: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 32

0 1 2 3

CO

Propane

n-Octane

n-C12

n-C16

Propene

Benzene

Toluene

135-TMB

Direct Reactivity Measurement / kOH (Relative to Ethane = 2)

Experimental SAPRC-99

Measurement of Direct Reactivity

• Direct reactivity is the number of NO to NO2 conversions caused by a VOC’s reactions

• A HONO + VOC photolysis flow system was developed to give a measurement sensitive to direct reactivity

• Initial experiments indicate SAPRC-99 overpredicts direct reactivities of aromatics by up to a factor of 2

Page 33: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 33

Effect of CO in Aromatic - NOx RunsToluene m-Xylene

Ozone Ozone Change(effect of CO) Ozone Ozone Change

(effect of CO)EPA077 (~25 ppb NOx) EPA067 (~20 ppb NOx)

Con

cent

ratio

n (p

pm)

Time (minutes) Time (minutes)

EPA066 (~5 ppb NOx)

Con

cent

ratio

n (p

pm)

Time (minutes)

0.00

0.05

0.10

0.15

0.20

0.25

0 120 240 360

Aromatic - NOx experiment

Aromatic - CO - NOx experiment

Aromatic - NOx model

Aromatic - CO - NOx model

0.00

0.04

0.08

0.12

0 120 240 3600.00

0.03

0.06

0.09

0.12

0 120 240 3600.00

0.02

0.04

0.06

0 120 240 360

0.00

0.02

0.04

0.06

0.08

0.10

0 180 360 540 -0.01

0.00

0.01

0.02

0.03

0.04

0 180 360 540

Page 34: Environmental Chamber Studies of Ozone And PM …carter/pubs/carter-harvard.pdf · W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 1 Environmental Chamber Studies of

W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 34

Effects Of Adjustments toParameterized Toluene Mechanism

Effect of CO (EPA074) Toluene - NOx Runs

Time (minutes)

∆([O

3]-[N

O])

Cha

nge

(ppm

)

∆([O

3]-[N

O])

(ppm

)

CTC079

0.0

0.1

0.2

0.3

0.4

0 120 240 360

EPA074A

0.00

0.05

0.10

0.15

0 120 240 360

0.00

0.05

0.10

0.15

0 120 240 360

Time (minutes)

DataStandard Mechanism

Direct Reactivity AdjustedHigher Radical Yield

∆([ O

3 ]- [N

O])

Ch a

n ge

(ppm

)

∆ ([ O

3 ]-[N

O])

(pp m

)

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W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 35

Ongoing Mechanism Development Work

• SAPRC mechanism is being updated as part of a contract for the California ARB. Due to be completed by the end of 2006

• Significant work on the European Master Mechanism is underway. Current version does not perform well for aromatics

• Improving the aromatics mechanism is a high priority.• New chamber experiments conducted to evaluate models for

aromatics products• New laboratory data are available• A more explicit aromatics mechanisms is being developed,

but simulations of data no better than SAPRC-99.

• The California ARB is sponsoring an international conference on the future of mechanism development in December, 2006. See http://www.cert.ucr.edu/~carter/Mechanism_Conference

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W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 36

PM Measurements in the UCR EPA Chamber

• PM Measurements are being made in conjunction with most UCR EPA chamber experiments. PM alternately sampled from each of the two reactors, switching every 10 minutes

• Number densities of particles in 71 size ranges (28 - 730 nm) measured using a a Scanning Electrical Mobility Spectrometer. Data used to compute particle number and volume densities

• Background PM formation now less than 0.5 µg/m3. (Was up to 2 µg/m3 in Reactor A before it was replaced)

• PM measurements made during incremental reactivity experiments with representative architectural coatings VOCs.

• A number of experiments were conducted to determine effects of varying initial concentrations on secondary PM from m-xylene

• Most experiments to date are unhumidified with no seed aerosol

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W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 37

Representative PM DataVolume Corected Volume Number Corrected Number

Pure Air Irradiation CO - Air Irradiation

m-Xylene - NOx Surrogate - NOx

Hours of Irradiation

PM

Vol

ume

( µg/

m3 )

PM

Num

ber (1000/cm3)

0

4

8

0 2 4 6 8 100

20

40

0.0

0.2

0.4

0 2 4 6 80

2

4

0.00

0.01

0.02

0 2 4 6 80

.002

.004

.006

0.0

0.4

0.8

1.2

0 2 4 60

5

10

Side B Data

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W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 38

Matrix of m-Xylene - NOx Experiments to Study Effect of Reactant Levels on PM

Initial NOx (ppb)

Initi

al m

-Xyl

ene

(ppb

)

10

100

1000

1 10 100 1000

<70 ppb70 - 158 ppb158 - 200 ppb>200 ppb

Ozone formed in 6 hours

10

100

1000

1 10 100 1000

<1010 - 2121 - 60> 60

Final Aerosol Volume (µg/m3)

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W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 39

Equilibrium Model for PM in Experiments

• Measured PM yield is the ratio of aerosol mass formed (corrected for wall loss) to mass of VOC reacted

• From equilibrium gas-particle absorptive partitioning theory, assuming no initial PM and all PM is secondary organic aerosol:

PM Yield = ≈ PMtot ΣiPMtot αi Kpart

i

∆VOC 1 + Kparti PMtot

Where: αi = Yield of condensable product i in VOC reactionsKpart

i = Gas-particle partitioning constant for product iPMtot = Total organic PM mass formed in experiment∆VOC = Mass of VOC reacting in experiment

• Standard parameterization for chamber experiments assumes:• Stoichiometric yields, αI, are constant for a given VOC• Maximum of 2 products (i = 1,2) sufficient to fit data

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W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 40

Standard Equilibrium Model Yield Curvesfor the m-Xylene Experiments

0.00

0.05

0.10

0.15

0 30 60 90 120 150

PM Formed (µg/m3)

PM

Yie

ld (m

ass

basi

s)

Low ROG/NOxExperiments

High ROG/NOxExperiments

Fit for highROG/NOx

Fit for lowROG/NOx

0.000

0.005

0.010

0 1 2 3

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W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 41

0.00

0.05

0.10

0.15

0.000 0.050 0.100 0.150Predicted PM Yield

(mass basis)E

xper

imen

tal P

M Y

ield

Low ROG/NOx ExperimentsHigh ROG/NOx Experiments1:1 Line

0.000

0.005

0.010

0 .005 .010

NOx-Dependent Yield Model

Xylene + OH → Intermediate

Intermediate → α’ PM Precursor

Intermediate + NOx → other products

• Assume that of formation yield of PM precursor, αi, is NOx -dependent, as suggested by:

• Adjust α’, Kpart, and k1/k2 to fit data

• Single product model (i=1) is sufficient to fit data

• Fits better using NOx to xylene ratio rather than total NOx.

k1

k2

• Model and best-fit Kpart, and k1/k2 values can be used to derive precursor yields, α, for individual experiments

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W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 42

Dependence of Derived PM Precursor Yields on NOx/ROG, O3, and Extent of Reaction

PM precursor yields (molar) derived from data for a runPredicted dependence on NOx/xylene ratio by NOx-dependent yield model

0.00

0.05

0.10

0.15

0.20

0.0 1.0 2.0

Initial NOx / m-Xylene Ratio

0.00

0.05

0.10

0.15

0.20

0 250 5006-Hour Ozone

(ppb)

0.00

0.05

0.10

0.15

0.20

70% 85% 100%Fraction Xylene

Reacted

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W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 43

PM Yields from Zero NOx(m-Xylene – H2O2) Experiments

0.0

0.1

0.2

0.3

0.4

0 20 40 60 80 100PM Yield (mass basis)

PM

form

ed (m

g/m

3)

As predicted by fitto m-Xylene -NOx experimentsextrapolated tozero NOx

m-Xylene - H2O2Experiments

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W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 44

Partial Mechanism for m-Xylene Reactions

C

O O

OHH

HCH3

H

CH3

H

O O

OHH

HCH3

H

CH3

H

OO

C

OHH

HCH3

H

CH3

H

H

HCH3

H

CH3

H

OH O2

OHH

HCH3

H

CH3

H

O

O

O2

O O

OHH

HCH3

H

CH3

H

OOH

HO2

O2

Fragmentation Products NOO2

These hydroperoxides are the probable zero-NOx PM precursors

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W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 45

Comparison of Hydroperoxide and Derived PM Precursors Yields vs NOx/Xylene Ratio

0.00

0.05

0.10

0.15

0.20

0.0 0.5 1.0 1.5 2.0

Initial NOx / m-Xylene (molar)

PM

Pre

curs

or Y

ield

(mas

s ba

sis)

-0.15

-0.10

-0.05

0.00

0.05

0.10

0.15

0.20

Pre

dict

ed h

ydro

pero

xide

yi

eld

(mol

ar b

asis

)

Predicted by best-fitparameters

Derived from datafor a Run

SAPRC-99prediction ofhydroperoxide yield

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W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 46

Comparison of Hydroperoxide and Derived PM Precursors Yields vs NOx/Xylene Ratio

0.00

0.05

0.10

0.15

0.20

0.0 0.5 1.0 1.5 2.0

Initial NOx / m-Xylene (molar)

PM

Pre

curs

or Y

ield

(mas

s ba

sis)

-0.15

-0.10

-0.05

0.00

0.05

0.10

0.15

0.20

Pre

dict

ed h

ydro

pero

xide

yi

eld

(mol

ar b

asis

)

Predicted by best-fitparameters

Derived from datafor a Run

SAPRC-99prediction ofhydroperoxide yield

ROG/NOx - independentPM Precursor?

Hydroperoxide formation?

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W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 47

PM Formation in Incremental Reactivity Experiments with Coatings VOCs

0 5 10 15 20 25 30

Base Case ExperimentsPropylene Glycol

Ethylene GlycolTexanol®

Synthetic Isoparrifin MixDearomatized MS

Reduced Aromatics MSRegular Mineral Spirits (MS)

Aromatic 100Butyl Carbitol

Benzyl Alcohol

Average 5 Hour PM Volume µg/m3

Side B data only

Error Bars are 1-σ standard deviations.No error bar means only one experiment.

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W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 48

FUTURE RESEARCH DIRECTIONS

• Continue O3 reactivity and mechanism evaluation experiments as currently underway

• Utilize the capabilities of chamber for well-characterized SOA studies needed for SOA model development and evaluation

• Investigate temperature and humidity effects on O3 and SOA

• Obtain instrumentation needed for NO3, N2O5, HOx, and other trace species to improve capabilities and utility of this facility

• Serve as a resource for collaborative studies where environmental chamber measurements under highly controlled and characterized conditions would be useful

• Serve as test bed for instrumentation for ambient monitoring

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W. P. L. Carter 5/12/06 Environmental Chamber Studies of VOCs 49

Acknowledgements

• Irina Malkina, Kurt Bumiller, Chen Song• Major effort in conducting UCR EPA chamber experiments

• Chen Song• Primarily responsible for m-xylene PM experiments

• David Cocker• Overall guidance for PM studies

• Dennis Fitz, Kurt Bumiller, Claudia Sauer, John Pisano, Charles Bufalino, Matthew Smith• Assistance in design and construction of UCR EPA Chamber

• United States EPA, California Air Resources Board, California South Coast Air Quality Management District• Major funding sources