environmental chamber studies of ozone and pm …carter/pubs/carter-harvard.pdf · w. p. l. carter...
TRANSCRIPT
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
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.
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
hν, NOx, O2
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.
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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.
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)
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
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
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
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
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)
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
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)
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
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
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
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
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
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
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
)
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
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
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
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)
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
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
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
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
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
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
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
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?
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.
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
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