Size and composition distributions of particulate
matter emissions: Part 1--light-duty gasoline
vehicles.
by Robert, Michael A.^VanBergen, Saskia^Kleeman, Michael
J.^Jakober, Christopher A.
ABSTRACT
Size-resolved particulate matter (PM) emitted from light-duty
gasoline vehicles (LDGVs) was characterized using filter-based samplers,
cascade impactors, and scanning mobility particle size measurements in
the summer 2002. Thirty LDGVs, with different engine and emissions
control technologies (model years 1965-2003; odometer readings
1264-207,104 mi), were tested on a chassis dynamometer using the federal
test procedure (FTP), the unified cycle (UC), and the correction cycle
(CC). LDGV PM emissions were strongly correlated with vehicle age and
emissions control technology. The oldest models had average ultrafine
[PM.sub.0.1] (0.056- to 0.1-[micro]m aerodynamic diameter) and fine
[PM.sub.1.8] ([less than or equal to]1.8-[micro]m aerodynamic diameter)
emission rates of 9.6 mg/km and 213 mg/km, respectively. The newest
vehicles had [PM.sub.0.1] and [PM.sub.1.8] emissions of 51 [micro]g/km
and 371 [micro]g/km, respectively. Light duty trucks and sport utility
vehicles had [PM.sub.0.1] and [PM.sub.1.8] emissions nearly double the
corresponding emission rates from passenger cars. Higher PM emissions
were associated with cold starts and hard accelerations. The FTP driving
cycle produced the lowest emissions, followed by the UC and the CC. PM
mass distributions peaked between 0.1-and 0.18-[micro]m particle
diameter for all vehicles except those emitting visible smoke, which
peaked between 0.18 and 0.32 [micro]m. The majority of the PM was
composed of carbonaceous material, with only trace amounts of
water-soluble ions. Elemental carbon (EC) and organic matter (OM) had
similar size distributions, but the EC/OM ratio in LDGV exhaust
particles was a strong function of the adopted emissions control
technology and of vehicle maintenance. Exhaust from LDGV classes with
lower PM emissions generally had higher EC/OM ratios. LDGVs adopting
newer technologies were characterized by the highest EC/OM ratios,
whereas OM dominated PM emissions from older vehicles. Driving cycles
with cold starts and hard accelerations produced higher EC/OM ratios in
ultrafine particles.
INTRODUCTION
Recent epidemiological studies have found positive associations
between exposure to atmospheric particulate matter (PM) and increased
human mortality and morbidity. (1) These associations are particularly
strong for the fine and ultrafine fractions of PM (aerodynamic diameter
less than 2.5 and 0.1 [micro]m, respectively). (1-3) It has been
postulated that ultrafine particles (aerodynamic diameter [less than or
equal to]0.1 [micro]m) may be responsible for some of the observed
health effects. (4-9) There is some evidence to support the hypothesis
that ultrafine PM can localize in the mitochondria of epithelial cells
where they induce major structural damage. (10) A better
characterization of the composition and source origins of ultrafine
particles is necessary to fully investigate their relationships with
human health.
Previous studies indicated that combustion processes are the
dominant source of ultrafine particles in the urban atmosphere, (11) and
that transportation is the leading source of particulate combustion
emissions. (11,12) Because of the introduction of new vehicle
technologies such as low emission vehicles (LEVs) in the 1990s, the mix
of the on-road light-duty gasoline vehicle (LDGV) fleet has changed
significantly in the United States over the past decade. A need exists
to measure the size and composition distribution of PM emitted from
present-day on-road vehicles to help quantify the contribution of these
sources to ambient fine and ultrafine PM concentrations.
The purpose of this study is to report the size and composition
distributions of PM released from contemporary LDGVs measured using a
chassis dynamometer/dilution sampling system that employs filter-based
samplers, cascade impactors, and scanning mobility particle size (SMPS)
measurements. In the current study ultrafine PM is defined as particles
with aerodynamic diameter between 0.056-0.1 [micro]m ([PM.sub.0.1]; as
collected by stage 10 of a micro-orifice uniform deposit impactor) and
fine PM as particles with aerodynamic diameters less than 1.8 [micro]m
([PM.sub.1.8]; as collected by a reference ambient air sampler filter
sample). These are useful functional definitions because very little of
the PM mass collected in this study had aerodynamic particle diameters
below 0.056 [micro]m or above 1.8 [micro]m ([PM.sub.1.8] is functionally
equivalent to [PM.sub.2.5] in the current study). The dataset includes
different vehicle types and emission control technologies operated under
multiple driving cycles. Particle size and composition distributions in
six different size fractions between 0.056 and 1.8 [micro]m are also
reported in addition to bulk [PM.sub.1.8] data. Vehicle emissions
characteristics as a function of time for different technology types and
driving cycles are also presented.
EXPERIMENTAL METHODS
PM emissions from LDGVs were collected at the California Air
Resources Board (CARB) Haagen-Smit Laboratory (HSL) in El Monte, CA,
during August and September of 2002. LDGVs were tested using a chassis
dynamometer and the diluted exhaust was characterized using numerous
instruments operated by multiple research groups. LDGV emissions of
gas-phase hydrocarbons (HC), carbon monoxide (CO), carbon dioxide
(C[O.sub.2]), methane (C[H.sub.4]), nitric oxide (NO), and nitrogen
oxides (N[O.sub.x]), as well as alcohols, aldehydes, sulfates,
non-methane organic gases (NMOG), and non-methane hydrocarbons (NMHCs)
were measured by researchers at CARB. (13) Sodeman et al. (14)
characterized PM emissions using aerosol time of flight mass
spectrometers (ATOFMS). University of California-Davis (UCD) researchers
collected gas-phase emissions and bulk [PM.sub.1.8] samples using
annular denuders upstream of filter substrates and polyurethane foam
(PUF) plugs. UCD researchers also collected [PM.sub.1.8] and
size-resolved samples using filter-based samplers, micro-orifice uniform
deposit impactors (MOUDIs), and SMPSs. In the present paper, PM data
from the bulk, size-resolved, and time-resolved PM emission samples are
reported.
Vehicle Test Fleet
A total of 30 LDGVs were selected to represent the typical on-road
fleet in California, taking into account aspects such as weight,
emissions control technology, mileage, and manufacturer (Table 1). On
the basis of the adopted emissions reduction technology, vehicles were
grouped into five categories: LEVs, three-way catalysts (TWCs),
oxidation catalysts (OCATs), noncatalysts (NCATs), and vehicles observed
to emit blue smoke (SMOKERs). Within these classes, they could be
further classified as passenger cars (PCs) or light-duty Trucks
(LDTs)/sport utility vehicles (SUVs). Separate PM samples were collected
for each LDGV category to obtain enough mass for chemical analyses.
The gasoline used to power the LDGVs was purchased at retail
stations throughout Los Angeles, CA. Only two vehicles required
additional fuel to complete their chassis dynamometer cycles and were
re-fueled at two different retail gasoline stations near the testing
facility. Fuel was assumed to be California reformulated gasoline,
containing less than or equal to 35 ppm sulfur. Maricq et al. (15) found
no appreciable difference in fine PM emissions from a PC on a chassis
dynamometer using the Federal Test Procedure (FTP) cycle between this
base fuel (35 ppm sulfur) and laboratory variants containing 350 and 600
ppm sulfur. However, because the fuel sulfur content could influence
sulfuric acid nucleation, data below 0.056 [micro]m is not reported in
this study. Fuel and oil samples were collected from each vehicle and
their composition will be reported in future studies.
LDGVs were tested using three different driving cycles: the FTP
cycle, the Unified Cycle (UC), and the Correction Cycle (CC). (14) The
FTP is characterized by moderate transient sections and the lowest top
speed of all three cycles. The UC employs the highest acceleration and
greatest speed. The CC has a higher average speed section than the FTP,
with some transient driving. (13) Table 2 presents details on each of
these driving cycles, and their individual driving traces are provided
in each panel of Figure 6.
Table 3 summarizes the complete LDGV sample set, which consists of
two background samples and 10 vehicle/class samples. Emissions from as
few as two and as many as 40 total driving cycles were composited onto
each LDGV sample to ensure that enough PM mass was collected to support
chemical analyses. All composited sample sets are integer multiples of
the number of vehicles in that test set (i.e., 40 LEV cycles represent
four independent cycles from 10 separate vehicles). Total LDGV test
sample times ranged from a minimum of 58 min for the vehicles with the
highest emission rates (SMOKERs) to a maximum of 1253 min for the
vehicles with the lowest emission rates (LEVs).
The breadth and depth of the cumulative sample set allowed several
inter-comparisons to be investigated. Emissions released during full FTP
cycles were compared between LEVs, TWC PCs, OCAT PCs, NCAT PCs, and
SMOKERs. Emissions released from partial FTP cycles were also compared
between these classes and TWC LDT/SUVs. Emissions released from partial
FTP, UC, and CC cycles were compared across the same set of TWC LDT/SUV
vehicles. Using this approach, comparisons between vehicle types using a
constant driving cycle, and vice versa, were possible.
Sampling Methodology
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