Permanent strain development dynamics for asphalt pavement materials/Asfaltinems dangoms naudojamu medziagu liekamosios deformacijos kitimo dinamika/ Paliekoso deformaciju attistibas dinamika asfaltbetona seguma materialiem/ Pusivate deformatsioonide tekkedunaamika asfaltkatte materjalides.
Haritonovs, Viktors
1. State of the problem
Significant changes took place on the roads and in Latvian
transport industry during the last nineteen years. Due to transition
from the earlier used [GAMMA]OCT ([TEXT NOT REPRODUCIBLE IN ASCII] CCCP)
[GOST (State Standard of USSR)] standards to the FAS (Finnish Asphalt
Specification) methods and, starting from 2004, to the European Norms
(EN), the quality provision requirements have changed. Alongside with
changes of the technical documentation, compositions of asphalt mixtures
changed as well. In place of the A [A], [??] [B], B [V], [GAMMA] [G] and
[??] [D] asphalt mixtures, designed in accordance with the [GAMMA]OCT
9128-84 "[TEXT NOT REPRODUCIBLE IN ASCII]" [Mixtures of
Asphalt Road, Airport and Asphalt Concrete. Specifications] methods, the
stone mastic asphalt (SMA) and asphalt concrete (AC) mixtures, designed
in accordance with the Cels 94. Visparejie ceiu buves tehniskie
noteikumi. 6. dala. Bituminetas segu konstrukciju kartas [Road 94]
requirements until 2004 and in accordance with the Autocelu
specifikacijas 2005 [Road Specifications 2005] requirements from 2004,
started to be used for the asphalt pavement wear course. These mixtures,
being new for Latvian conditions, have been the object of investigation
of the world's leading researchers for more than 40 years. These
new types of asphalt mixtures, in contrast to simple or conventional
compositions, have specific requirements. They need a new approach to
design and manufacturing of the mixtures. By using technologies, raw
materials and experience currently available with the manufacturers, the
SMA and AC asphalt mixtures made and laid in Latvia show unsatisfactory
strain properties, and, furthermore, the traffic volume is increasing
with every year.
Research object. AC is a typical composite material which is formed
by two main components with a completely different origin--bitumen
(organic binder) and stone material (mineral aggregate). Bitumen, being
a binder of AC, contains, at least, 4 main components, which are of
organic origin and have a large range of molecular mass, volatility,
structure and other properties. Aggregates are also formed of various
chemical compounds, but of inorganic origin.
Aim and tasks of the research--to develop asphalt mixes by using
conventional and unconventional raw materials and to determine their
strain development dynamics by using for this purpose the developed
methods of predicting the road pavement permanent strain on the basis of
comprehensive evaluation of external factors.
Tasks of the Thesis:
1. to analyse the mechanism of asphalt pavement permanent strain
formation, the existing prediction methods and main (internal and
external) factors influencing the strain;
2. to determine properties of the steel manufacturing
byproduct--Martin steel slag (MSS), as an aggregate, and to compare them
with properties of conventional granite, diabase and dolomite
aggregates;
3. to mutually compare properties of the unmodified bitumen binder
B70/100 and the styrene-butadiene-styrene SBS polymermodified binder;
4. to develop and manufacture the AC and SMA mixtures by using
conventional and unconventional aggregates, as well as modified and
unmodified bitumen binders and to compare the results and to evaluate
their conformity to requirements of the technical regulations;
5. to determine strain properties of the developed asphalt mixtures
by means of the cyclic loading and wheel tracking tests and to evaluate
the results obtained by different methods;
6. to statistically process the observation data--the traffic load
and external air temperatures characteristic for Latvian
circumstances--and to analyse the asphalt pavement high performance
temperature dynamics;
7. to adapt the methods of the equivalent single-axle load (ESAL)
estimation for the intensively loaded Latvian streets and roads and to
develop the ESAL estimation equation (Eq) for the period with the max
high performance temperatures;
8. by using strain properties of the asphalt mixtures obtained in
the laboratory, the VESYS model, the load of heavy transport vehicles
expressed in ESAL units, as well as, by considering the specific
features of local climatic circumstances, to investigate permanent
strain accumulation of the developed asphalt mixtures;
9. to develop a concept of the asphalt pavement quality provision
system for the intensively loaded Latvian streets and roads to allow
performing systematic evaluation.
[FIGURE 1 OMITTED]
2. Scientific novelty
To investigate road pavement strain properties at large traffic
loads, unconventional asphalt mixtures--dense graded asphalt AC 11 with
Martin steel slag aggregate and SMA 16 with modified bitumen--have been
developed.
For the first time among the papers devoted to asphalt pavement
permanent strain modelling, the Promotion Thesis provides the equivalent
single-axle load ESAL estimation Eq for the period with max high road
pavement performance temperatures. The Eq is made on the basis of the
comprehensive evaluation of the traffic load, air temperature and
asphalt pavement high performance temperature which are characteristic
for local circumstances.
The offered methods of permanent strain prediction are based on the
viscous-elastic system VESYS estimation model with ESAL values specified
for the hot period (spring-summer). It allows predicting permanent
strain by considering traffic load expressed in ESAL units and local
climatic conditions. Rutting prediction is done to timely select the
asphalt pavement which is durable and appropriate for the specific
weather conditions and traffic load.
The concept of the asphalt pavement quality provision system, which
summarises all processes and their quality provision measures, has been
developed to determine the existing deficiencies in the quality
provision system and to eliminate them in practice.
3. Design of asphalt mixtures, their physical and mechanical
properties
The Promotion Thesis problem solution includes usage of
unconventional aggregates and modified binders, which are resistant to
plastic or permanent deformations, to develop asphalt mixtures (Fig. 1).
Asphalt mixtures are manufactured by using conventional bitumen
binder (B70/100) and unconventional SBS polymermodified bitumen (PMB)
binders. For this purpose, properties of B70/100 and PMB have been
investigated. By comparing the obtained results, it has been established
that PMB binder has lower penetration (at the temperature of
+25[degrees]C), the higher softening point temperature and the higher
Frass breaking point temperature (Fig. 2).
AC aggregates have been selected to contain the main natural stone
materials which are used for AC manufacturing--dolomite, granite and
diabase (conventional aggregates). Properties of conventional aggregates
and MSS aggregates have been investigated and their conformity to the CS
2010 requirements has been evaluated. When comparing the obtained
results, it has been established that the MSS aggregate has lower
resistance to fragmentation (Los Angeles value LA = 10 and Nordic test
value NT = 4), better form (Flakiness Index) (FI = 3) and less filler
(< 0.063 mm = 0.1%). The obtained results allow putting forward a
hypothesis that, by using MSS aggregates in manufacturing AC, a material
resistant to large loads will be obtained, having a large internal
friction angle of its mineral skeleton, as well as excellent adherence
of car tyres with road pavement will be provided.
SMA and AC mixtures have been designed in accordance with the
Marshall method, by using conventional and unconventional raw materials.
In total, 7 asphalt mixtures have been made, 2 of them having
unconventional raw materials--AC 11/Ref asphalt mixtures with MSS
aggregate and bitumen B70/100 and SMA 16/Mod with granite aggregate and
PMB binder (Table 1).
4. Methods of investigating strain properties
Methods for investigating strain properties of asphalt specimens
have been selected in such a way as to achieve and solve the aims and
tasks set in the Thesis, i.e. to determine and compare strain properties
of the manufactured asphalt mixtures with the help of the methods, which
ensure manufacturing of specimens, testing environment and loading, max
close to the real road pavement performance circumstances (performance
testing methods) (Fig. 3).
[FIGURE 2 OMITTED]
The following performance test methods have been used during the
experiments: the wheel tracking test (WTT), (Fig. 5b: the uniaxial
cyclic compression test (UCCT) and the triaxial cyclic compression test
(TCCT) (Fig. 5a) (Petkevicius, Sivilevicius 2008). The WTT method
determines the wheel pressing depth and the permanent strain rate under
the 700 N large load of the rotating wheel with the speed of 26.5
cycles/min. The test was performed in a heat-chamber at the temperature
of 60[degrees]C. AC strain properties have been determined for the
rectangular shape specimens with the base area of 305X305 mm. Thickness
of the tested specimens conforms to that of the pavement surface
layer--40 mm (Fig. 5). The UCCT and TCCT tests determine permanent
strain of asphalt cylindrical specimens and the strain speed at cyclic
loading by applying several thousand loading cycles to the specimens. In
the 3-axial loading case, horizontal confining stress has been applied
to the specimens. It limits lateral deformation of specimens and, in
comparison with the uni-axial loading, the 3-axial one is much closer to
the real road pavement performance circumstances. The stiffness modulus
has been determined for the cylindrical specimens (h = 40 mm, [empty
set] [approximately equal to] 100 mm) cored from AC slabs by using the
indirect tension loading system (Fig. 4).
[FIGURE 3 OMITTED]
[FIGURE 4 OMITTED]
[FIGURE 5 OMITTED]
5. Permanent strain reasons and methods of their evaluation
A certain concurrence of external factors--transport load and
pavement temperature--leads to the accelerated permanent strain
formation in asphalt pavement (Kapski et al. 2008). The actual
temperature of asphalt pavement changes depending on the air
temperature, which, in its turn, depends on the season, time of the day
and specifics of local climatic circumstances. The Promotion Thesis
provides statistical processing of the observation data--transport load
and external air temperatures which are characteristic for Latvian
circumstances (Haritonovs et al. 2010).
5.1. Temperature influence evaluation
Pursuant to the research of strain properties of asphalt specimens,
the temperature has been determined at which asphalt pavement plastic
deformation rapidly increases (the resilient modulus decreases). For
this purpose, elastic and plastic deformations of the test specimens
have been determined at different temperatures--from +20[degrees]C to
+60 [degrees]C. As the obtained results show, rapid reduction of the
resilient modulus and increase of plastic deformation is observed at the
temperature exceeding +40[degrees]C (Fig. 6).
In accordance with the analysis of the air temperature data
appropriate for Latvian climatic circumstances and the asphalt pavement
high performance temperature, it has been established that asphalt
pavement permanent strain can develop during the period of April to
September from 7.00 to 21.00 (Fig. 7). The annual average daily traffic
(AADT) during this period is max.
5.2. Traffic load
Traffic axle load, volume and driving speed are the second most
important external factor influencing permanent strain (Laurinavicius et
al. 2007). To predict the rate of permanent strain formation,
comprehensive evaluation of the traffic load and volume has been made.
To estimate the road pavement load carrying capacity, the equivalent
single-axle load (ESAL) concept has been developed, when road pavement
damages can be expressed with the help of the ESAL value depending on
the axle load according Technical Circular TC01-04 Pavement Structure
Design Guidelines. It is offered to express the traffic load
characteristic for Latvian circumstances in ESAL units of measurement by
using the following correlation:
ESAL = [f.sub.i] x G x AADT x 365 x [N.sub.i] x [EALF.sub.i], (1)
where ESAL--equivalent single-axle load (unit of measurement: the
number of vehicle axle (equivalent to the 11.5 t axle) loading cycles
during the road pavement service period); [f.sub.i]--design lane factor;
G--traffic volume growth factor; AADT--annual average daily traffic
volume during the first year of asphalt pavement performance;
[N.sub.i]--number of axles on each vehicle in axle category i;
[EALF.sub.i]--load equivalency factor for axle category i.
The traffic volume and load data have been obtained from the
traffic statistics station, which is located at the Riga detour road A4
(Baltezers-Saulkalne). As, due to the Latvian variable weather
circumstances and unpredictable economic situation, external factors
causing permanent strain can significantly differ from the ones observed
during previous years, several assumptions based on these observations
have been introduced:
--average annual traffic growth--2%;
--asphalt pavement service life in accordance with the project--20
years;
--number of days a year with asphalt pavement high performance
temperature--2%;
--rutting takes place during the period of April to September from
7.00 till 21.00, when asphalt pavement temperature may reach and exceed
the critical performance temperature--(+40[degrees]C);
--during the period of April to September the ESAL value is 55% of
the annual value, and from 7.00 till 21.00 it is 85% of the daily value.
By assuming the annual traffic growth value (2%) and the designed
pavement service life (20 years), the traffic growth factor (during 20
years) has been calculated:
G = [(1 + r).sup.n] - 1/r = 24.30, (2)
where G--traffic growth factor; r = i/100--traffic average annual
growth rate; i--traffic growth rate a year--2%; n--designed pavement
service life in years.
For ESAL calculation, vehicles on the Riga detour road A4 have been
divided with an hour interval, based on the vehicle weight category and
number of axles. The analysis of the vehicle division data on the detour
road A4 shows that 74% are 2-axle cars, 4%--2-axle trucks, 1% 6-axle and
3-axle trucks, 4%--4-axle trucks and 16% 5-axle freight trucks.
By using the determined parameters--AADT, EALF, G and the two-way
lane number coefficient [f.sub.i] = 0.5, the total ESAL for each vehicle
weight category has been calculated (Table 2).
For further calculation, the ESAL value must be determined for the
period when rutting takes place--hot spring-summer months with asphalt
pavement high performance temperature. In accordance with the earlier
introduced assumptions, the ESAL calculation correlation has been made
for the period with asphalt pavement high performance temperature:
[ESAL.sup.hp.sub.0] = [ESAL.sub.0][a.sub.1][a.sub.2][a.sub.3] =
6452, (3)
[ESAL.sub.0] = [summation][ESAL.sub.i]/G = 0.69 x [10.sup.6], (4)
where [ESAL.sup.hp.sub.0]--equivalent single-axle load during the
period with pavement high performance temperature;
[ESAL.sub.0]--equivalent single-axle load during the first asphalt
pavement service year; [a.sub.1], [a.sub.2]--parameter which includes
the season and the number of days a year with asphalt pavement high
performance temperature; [a.sub.3]--parameter which includes the number
of hours a day with asphalt pavement high performance temperature;
G--traffic volume growth factor.
5.3. Permanent strain and its prediction
Rutting of the researched asphalt mixtures has been investigated by
using the power functions which is a mathematical model of the permanent
strain prediction (Rabbira Gabra 2002; Eisenmann 1987; Blab et al.
2004):
[[epsilon].sub.p] = a[N.sup.b], (5)
where [[epsilon].sub.p]--permanent strain, mm; a, b--material
constants; N--number of loading cycles.
The a parameter characterises permanent strain increase at N = 1,
whereas the b parameter--the strain increase rate.
Accumulation of plastic deformation ([[epsilon].sub.pn]) from the
number of traffic loading cycles (ESAL units) is expressed by the
relation (Kenis 1997):
[[epsilon].sub.pn] = [partial derivative][[epsilon].sub.p]/[partial
derivative]N = [partial derivative]/[partial derivative]N (a[N.sup.b]) =
ab[N.sup.b-1]. (6)
By analysing the WTT test results and applying the linear
correlation curve methodology, as well as by considering the
experimentally determined resilient modulus of asphalt specimens, a
mathematical model (7) parameters [mu] and [alpha] have been calculated.
The [mu] parameter characterises the relation of plastic and elastic
deformations, whereas the a parameter--the permanent strain increase
rate (Sivapatham, Beckedahl 2005):
[[epsilon].sub.p](N) = [mu][[epsilon].sub.r][N.sup.[alpha]], (7)
where [[epsilon].sub.r]--resilient strain, mm.
[FIGURE 8 OMITTED]
To enable prediction of permanent strain, the following assumptions
have been used:
--rutting appears on roads or streets in accordance with the
"number of loading cycles--strain" correlation, which is
obtained by performing the permanent strain;
--laboratory research with the help of the WTT method;
--rutting appears only in the AC surface layer and is not related
to strain properties of the bottom layers, i.e. ruts are not the
structural or impress result;
--the surface layer has no temperature gradient, the temperature is
constant in the entire material;
--the traffic load expressed in ESAL units is 16.7 mln during
twenty years (Table 2);
--rutting appears at the temperature of +40[degrees]C and higher.
By considering the earlier determined resilient modulus of the
asphalt specimens, depth of ruts and their rate results, permanent
strain parameters and external factors of permanent strain
formation--local climatic circumstances and traffic load expressed in
ESAL units of measurement for the pavement high performance temperature
period, the theoretical dynamics of rut development for the Riga detour
road A4 (Fig. 8) has been determined. By comparing the obtained results
for seven asphalt mixtures designed during the research, it has been
determined that the conventional dense graded AC mixtures have ruts
[greater than or equal to] 13 mm deep, which becomes dangerous and may
cause hydroplaning when the driving speed exceeds 80 km/h, and this will
be reached already during the first year of the road pavement service.
It is important to note that, among three best specimens, there is one
conventional SMA 11/D mixture with the diabase aggregate. This confirms
that also unmodified bitumen is appropriate for manufacturing SMA
mixtures, if, prior to manufacturing it, a thorough calculation of its
grading composition is made.
6. Concept of the quality provision system
It has been established that, irrespective of the clearly
understandable mechanics, the recommended specifications and general
conformity of the asphalt pavement layer formation stages to the quality
requirements, at some renovated road pavement sections of the Latvian
roads ruts appear after a short period of payment service. In order to
avoid this, a concept of quality provision system of asphalt pavement
has been developed in the thesis which is the quality provision
algorithm of the entire process and, thus, allows tracing its every
procedure (Fig. 9).
The aforesaid certifies that, irrespective of some positive
properties of the SMA and AC asphalt mixtures; there is no sufficient
experience of their practical usage on the Latvian streets and roads.
Their usage on the Latvian roads and streets demonstrate that the result
is not satisfactory--the inadmissible ruts appear. The Promotion thesis,
by analysing the developed stages of the quality provision
system--selection of the AC type, requirements to raw materials, design
and the manufactured material quality control, offers some
recommendations which implementation could minimise rutting on the newly
built Latvian streets and roads:
--improvement of requirements of the technical regulations Autoceiu
specifikacijas 2010 [Road Specifications 2010]--approbation of new
methods for performance testing and their introduction for quality
control of asphalt mixtures and cored specimens;
--providing CE marking, which certifies that asphalt conforms to
the EU directives, i.e. the manufacturing process control has been
elaborated and certified, and main functional properties of the
materials are periodically determined at low and high temperatures, in
accordance with the AC type testing standard LVS EN 13108-20;
--observation of the AASHTO and NAPA recommendations with regards
to manufacturing and laying of the SMA and AC mixtures, i.e., by using
qualitative aggregates and modified bitumen, strictly observing the
material supply sequence, temperature and duration of mixing at
manufacturing, mixing of the mixture at the start and finish of laying,
thoroughly following the procedure of rolling (the road-roller type,
temperature, rolling speed, etc.);
--development of the procedure of asphalt mixture transportation
and laying of each asphalt mixture type;
--introduction of the methods determining progressive compaction
for quality control of the entire road pavement layer;
--collection of informative data (thickness of the road pavement
structure and its separate layers, AC type, etc.);
--development and introduction of the vehicle weight control
system.
[FIGURE 9 OMITTED]
7. Conclusions
Properties of the unmodified bitumen binder B70/100 and the SBS
polymermodified bitumen binder have been experimentally determined. The
results confirm the higher indirect viscosity indices of the modified
bitumen binder at high performance temperatures (penetration at
25[degrees]C = 59 x 0.1 mm, the softening point temperature =
68[degrees]C), in comparison with B70/100 (71 x 0.1 mm and
59[degrees]C), though the Frass breaking point temperature is
higher--(-16[degrees]C) (-21.1[degrees]C for B70/100).
Two unconventional asphalt mixtures have been created: AC 11/Ref
with the MSS aggregate and SMA 16/Mod with the SBS modified bitumen
aggregate, as well as five mixtures with conventional aggregates: AC
11/Lim, AC 8/Lim and AC 16/Lim with dolomite, AC 11/D and SMA 11/D with
diabase. To determine the optimum content of the aggregate, the
volumetric analysis (V, VMA and VFB) has been done with the help of the
Marshall method. With the optimum content of the aggregate, SMA 16 has
larger content of permanent voids--4.7%, and the AC 11 mixture with the
MTS aggregate has larger resistance when being statically loaded at the
temperature of 60[degrees]C (Marshal stability)--13 kN.
By using modern performance test methods (UCCT and TCCT), plastic
deformation values have been experimentally determined for
unconventional (etalon mixtures) and conventional asphalt mixtures. By
analysing the obtained results, it has been established that at similar
testing circumstances under cyclic axial and triaxial loads, the
conventional asphalt mixtures, in comparison with the reference
mixtures, demonstrate 3-10 times larger plastic deformation. No
deterioration zone has been established for the unconventional mixtures.
Under triaxial load at +60[degrees]C, permanent strain is 0.1%, which is
three times less than that of the SMA 11/D and AC 16/Lim (0.3%) mixtures
and more than ten times less than that of the AC 11/Lim, AC 11/D and AC
8/Lim mixtures (1.2%).
When analysing the wheel tracking slope [WTS.sub.air] (mm/1000
cycles) obtained by means of the wheel tracking test (WTT), it has been
established that for three asphalt mixtures--AC 11/Ref, SMA 11/D and SMA
16/ModBit--the wheel tracking slope is less than one ([WTS.sub.air] = 1
is the max category of the LVS EN 13108-1 standard). However, only the
SMA-16/ModBit mixture with [WTS.sub.air] = 0.06, in accordance with
requirements of the Autocelu specifikacijas 2010, is appropriate for
being laid on the streets and roads which are intensively loaded with
traffic, i.e. where traffic volume AADT > 3500 vpd. The
unconventional AC 11/Ref mixture has [WTS.sub.air] of 0.56,
[WTS.sub.air] of the conventional SMA 11/D is 0.49, and the wheel
tracking slope [WTS.sub.air] of other conventional AC mixtures is 1.5 to
6.86.
By using the data obtained from the traffic statistics station on
the Riga detour road A4, as well as the air temperature data for the
period of 2001-2008, the equivalent single-axle load value has been
estimated for the period with the road pavement high performance
temperature. As in the future the traffic volume data may differ from
observations of recent years, the ESAL value is estimated on the basis
of several assumptions: the annual traffic volume increase is 2%, the
asphalt pavement service life is 20 years, and the number of days a year
with asphalt pavement high performance temperature is 2%. These
assumptions are based on observations of the recent years and the
results of many experiments.
Methods based on the VESYS calculation model with the ESAL values
calculated for the hot (spring-summer) period has been offered which
allows, by considering the traffic load expressed in ESAL units and the
local climatic conditions, to predict permanent strain in the laboratory
circumstances. By predicting permanent strain of the conventional and
etalon mixtures characteristic for Latvian circumstances, it has been
established that the conventional AC mixtures have ruts [greater than or
equal to] 13 mm deep, which is dangerous when the driving speed exceeds
80 km/h, and this will be reached already during the first year of the
road pavement service.
Asphalt pavement quality provision system has been developed and,
by analysing its separate stages related to selection of the asphalt
mixture type, manufacturing, design and quality control, recommendations
have been provided to minimise rutting on Latvian streets and roads.
doi: 10.3846/bjrbe.2011.17
Received 24 May 2011; accepted 6 June 2011
References
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doi:10.3846/1822-427X.2008.3.29-37
Sivapatham, P.; Beckedahl, H. J. 2005. Asphalt Pavements with
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Viktors Haritonovs
Transport and Traffic Science, Land Transport and Infrastructure
Sector (P-06) Dept of Road and Bridge, Riga Technical university, Azenes
16/20, 1048 Riga, Latvia
E-mail: viktors.haritonovs@rtu.lv
Table 1. Asphalt mixtures
Aggregate fraction d-D, mm
11-16 5-11 8-11 5-8 2-5 0-5
Asphalt
mixture type mass %
AC 11/Lim (3) -- 37.7 -- -- 11.3 37.7 (1)
AC 11/D (5) -- -- 21.9 7.6 1.9 60.2
AC 11/Ref (6) 14.0 29.8 -- -- -- 42.9
AC 16/Lim 20.9 29.5 -- -- 1.0 37.1 (2)
AC 8/Lim -- -- -- 27.2 15.0 42.2 (1)
SMA 16/Mod 39.9 -- 28.3 9.5 -- 14.1
SMA 11/D -- -- 51.7 17.9 0.9 15.1
Bitumen
Asphalt Dolomite B70/100 ModBit
mixture type powder
AC 11/Lim (3) 7.6 5.7 --
AC 11/D (5) 3.8 4.6 --
AC 11/Ref (6) 6.5 6.8 --
AC 16/Lim 6.6 4.9 --
AC 8/Lim 9.4 6.1 --
SMA 16/Mod 7.3 -- 5.9
SMA 11/D 8.5 5.5 --
Note: (1) natural washed sand; (2) crushed sand;
(3) Lim--dolomite; (4) Gr--granite; 5) D--diabase;
(6) MSS.
Table 2. ESAL and its calculation parameters
Vehicle Lane number Growth, G AADT, vpd EALF, f
axle coefficient,
number [f.sub.i]
2 0.007
3 1.05
4 0.5 24.3 10.000 1.50
5 1.76
6 1.82
Vehicle Group ESAL Total ESAL
axle x [10.sup.-6] x [10.sup.-6]
number
2 0.2
3 0.46
4 2.7 16.7
5 12.5
6 0.8