Determination of Bearing Capacity of Open-Ended Piles
cF&h$4- in Sand
U=i8>6V Kyuho Paik1 and Rodrigo Salgado, M.ASCE2
H'0*CiHes Abstract: The bearing capacity of open-ended piles is affected by the degree of soil plugging, which is quantified by the incremental
Cre0e$ a filling ratio ~IFR!. There is not at present a design criterion for open-ended piles that explicitly considers the effect of IFR on pile load
+%#MrNM' capacity. In order to investigate this effect, model pile load tests were conducted on instrumented open-ended piles using a calibration
:gD0EqV chamber. The results of these tests show that the IFR increases with increasing relative density and increasing horizontal stress. It can also
=3sldKL&F be seen that the IFR increases linearly with the plug length ratio ~PLR! and can be estimated from the PLR. The unit base and shaft
k<'vP{ resistances increase with decreasing IFR. Based on the results of the model pile tests, new empirical relations for plug load capacity,
HCjn9 annulus load capacity, and shaft load capacity of open-ended piles are proposed. The proposed relations are applied to a full-scale pile load
^s@*ISY test performed by the authors. In this load test, the pile was fully instrumented, and the IFR was continuously measured during pile
^?X ^+ driving. A comparison between predicted and measured load capacities shows that the recommended relations produce satisfactory
:uwRuPI predictions.
j t`p<gI DOI: 10.1061/~ASCE!1090-0241~2003!129:1~46!
mrhp)yF CE Database keywords: Bearing capacity; Pile load tests; Sand.
7#9'2dI Introduction
UI<PNQvo9 When an open-ended pile is driven into the ground, a soil plug
380-> may develop within the pile during driving, which may prevent or
nE,gQHw partially restrict additional soil from entering the pile. It is known
;Co[y=Z that the driving resistance and the bearing capacity of open-ended
6Sb'Otw. piles are governed to a large extent by this plugging effect.
wEfz2Eq Many design criteria for open-ended piles, based on field tests,
\ ~LU 'j chamber tests or analytical methods, have been suggested @e.g.,
C*s0r; Klos and Tejchman 1977; Nishida et al. 1985; American Petroleum
Iq0 #A5U% Institute ~API! 1991; Randolph et al. 1991; Jardine et al.
Iwt2}E(e 1998#. For example, in the case of API RP2A ~1991!, which is
9{%g-u\ generally used for offshore foundation design, the bearing capacity
@b!R2Yq of an open-ended pile can only be estimated for either the fully
-hVv coring mode or the fully plugged mode of penetration. In practice,
"dK|]w8 most open-ended piles are driven into sands in a partially plugged
#HM\a mode. Stefanoff and Boshinov ~1977! suggested the use of onedimensional
r$r&4dY plug analysis, in which the soil plug is treated as a
o;VkoYV series of horizontal thin discs and the force equilibrium condition
k~jKJb-_ is applied to each disc, to calculate plug capacity of an openended
*2Vp4 pile.
~6:LUM There have been modifications of one-dimensional plug analysis
&Ev]x2YC to improve predictive accuracy, such as the introduction of the
'!fFI 1s concept of the wedged soil plug ~Murff et al. 1990; O’Neill and
pl#o!j( i Raines 1991; Randolph et al. 1991!. Many test results show that
LA+$_U"Jk the soil plug can be divided into a wedged plug zone and an
^wO_b'@v unwedged plug zone. While the wedged plug zone transfers load
2rj/wakd to the soil plug, the unwedged plug zone transfers no load but
UJz4>JF provides a surcharge pressure on top of the wedged plug zone.
7c29Ua~[ However, it is not easy to apply the one-dimensional analysis to
Wl !!5\ practical cases, because of the sensitivity of the method to the
E7yf[/it lateral earth pressure coefficient, which is not easily estimated
QFNz9c ~Brucy et al. 1991; Leong and Randolph 1991!. De Nicola and
N^Hn9n Randolph ~1997! addressed this by proposing a profile of the
*)NR$9lGv lateral earth pressure coefficient K along the soil plug length.
B)*#g An alternative design method can be based on the incremental
B)DC,+@$ filling ratio ~IFR!. The degree of soil plugging is adequately quantified
<Sprp]n
7 using the IFR ~Paikowsky et al. 1989; Paik and Lee 1993!
Jl>at defined as
zK>'tFU IFR5
StyB"1y DL
\Qi#'c$5+a DD
w{r(F` 3100~%! (1)
Xrj(,| where DL5increment of soil plug length ~L! corresponding to a
nrS[7~ small increment DD of pile penetration depth D ~see Fig. 1!. The
=tf@4_ fully plugged and fully coring modes correspond to IFR50 and
LN.Bd, 100%, respectively. A value of IFR between 0 and 100% means
GIC"-l1\ that the pile is partially plugged. A series of model pile tests,
XY!{ g( using a calibration chamber, were conducted on model openended
mF*?e/ piles instrumented with strain gauges in order to investigate
_
7BF+*T the effect of IFR on the two components of bearing capacity: base
c#n4zdQd]5 load capacity and shaft load capacity. Based on the calibration
nG},v% chamber test results, empirical relationships between the IFR and
/+4^.Q* the components of pile load capacity are proposed. In order to
Tw}?(\ya verify the accuracy of predictions made using the two empirical
FU5LYXCs relationships, a full-scale static pile load test was conducted on a
D0#T-B\# fully instrumented open-ended pile driven into dense sand. The
@vdc)vN[/ predicted pile load capacities are compared with the capacities
2%5^Fi measured in the pile load test.
UL)" 1Associate Professor, Dept. of Civil Engineering, Kwandong Univ.,
?79SP p)oo Kangwon-do 215-800, South Korea ~corresponding author!. E-mail:
8)W?la8'p pkh@kwandong.ac.kr P )t]bS 2Associate Professor, School of Civil Engineering, Purdue Univ., West
Zc4(tf9 Lafayette, IN 47907-1284. E-mail:
rodrigo@ecn.purdue.edu -; us12SZ Note. Discussion open until June 1, 2003. Separate discussions must
8L7Y
A)u be submitted for individual papers. To extend the closing date by one
P^b:?% month, a written request must be filed with the ASCE Managing Editor.
%;<k(5bhGJ The manuscript for this paper was submitted for review and possible
Pu$kj"|q*[ publication on July 23, 2001; approved on May 23, 2002. This paper is
J\xz^%p part of the Journal of Geotechnical and Geoenvironmental Engineering,
*CH!<VB/ Vol. 129, No. 1, January 1, 2003. ©ASCE, ISSN 1090-0241/2003/1-
Krp
<bK6 46–57/$18.00.
5y(t`Fmt
46 / JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING / JANUARY 2003
Zr.\`mG4f Soil Sample Preparation
o0aO0Y Soil Properties
vNC$f(cQ Han river sand, a subangular quartz sand, with D1050.17mm and
*X=@yB*aK D5050.34 mm, was used for all the calibration chamber model
=wIdC3Ph pile tests. The test sand is classified as poorly graded ~SP! in the
L,L ~
.E Unified Soil Classification System, so the maximum dry density
~^rey of the sand is near the low end of the typical range for sands. The
r;cI}' maximum and minimum dry unit weights of the sand were 15.89
'z +$3\5L and 13.04 kN/m3, respectively.
m6_~`)R8 A series of laboratory tests were conducted to characterize the
ez^*M:K sand. The results from these tests are summarized in Table 1. The
zj9bSDVL( internal friction angle of the sand and the interface friction angle
+ 9\:$wMN between the sand and steel were measured from direct shear tests
I3 G*+6V under normal stresses of 40–240 kPa. The peak friction angles of
8Fd1;G6 the sand with relative densities of 23, 56, and 90% were 34.8,
~jp!"f 38.2, and 43.4°, respectively, and the critical-state friction angle
+Mk*{A t was 33.7°. The peak interface friction angles between the pile and
+H[}T ] the sand were 17.0, 17.5, and 18.4° for DR523, 56, and 90%,
sd]54&3A respectively, and the critical-state interface friction angle was
V4`:Vci Aw 16.7°. This angle is lower than commonly reported values because
;/?Z<[B the test pile was made of stainless steel pipe with a very
Ms:KM{T0 smooth surface.
>}<29Ii Calibration Chamber and Sample Preparation
N?a1sdR All model pile tests were conducted in soil samples prepared
]^*_F within a calibration chamber with a diameter of 775 and a height
P&[F t)` of 1250 mm. In order to simulate various field stress conditions,
QH7V_#6bKP two rubber membranes, which can be controlled independently,
:jk)(=^ were installed on the bottom and inside the lateral walls of the
Jb3>vCIn calibration chamber. The consolidation pressure applied to the
T.Pklty two rubber membranes was maintained constant by a regulator
ko=aa5c panel throughout each pile test.
L9{mYA]q The soil samples were prepared by the raining method with a
3R<ME c constant fall height. The falling soil particles passed through a
`qf\3JT\ sand diffuser composed of No. 8 and No. 10 sieves in order to
IW1GhZ41' control flow uniformity and fall velocity. The soil samples had
nc3ltT,R DR523, 56, and 90%. After sample preparation, the samples
1A%N0#_(Md were consolidated to the desired stress state during approximately
u#41osUVW> 30 h by compressed air transferred to the rubber membranes.
tDC0-N&6S~ Measurements made in calibration chambers are subject to
Uh3wj|0 chamber size effects. Many researchers have attempted to estimate
;#Jq$v)D the chamber size needed for boundary effects on pile bearing
B_SZ?o capacity or cone resistance to become negligible. Parkin and
J.bFv/R Lunne ~1982! suggested 50 times the cone diameter as the minimum
@tr&R==([ chamber diameter for chamber size effect on cone penetration
0a2$P+p resistance to become acceptably small. Salgado et al. ~1998!,
#MhNdH# based on cavity expansion analyses, found that 100 times the cone
&TP:yA[ diameter was the minimum chamber diameter to reduce chamber
< v|%K.yd size effects on cone resistance to negligible levels. Diameters of
=E
[ 4H the chamber and test pile used in this study are 775 and 42.7 mm,
~^lH ^J respectively. The lateral and bottom boundaries are located at a
$@[dm)M distance equal to 18.2 pile radii from the pile axis and 23.0 pile
4i_spF-3 radii below the maximum depth reached by the pile base, respectively.
$f<eq7rRe Considering the results of the research on chamber size
.Bb$j= effects mentioned above, the size of the chamber used in this
a1
46kq study is not sufficiently large for chamber size effects on pile
.N5hV3 bearing capacity to be neglected. The flexible boundary causes
'A@qg^e:` lower radial stresses than those that would exist in the field. Accordingly,
s6uF5]M;2 the chamber tests done as part of this study produce
[Krm .) lower pile load capacities than those that would be observed in
)|U_Z"0H^ the field. A correction for chamber size effects is then necessary.
t4f
(Y,v It is discussed in a later section.
HF&h Model Piles and Test Program
zB#_:(1qK Model Pile
KjFZ An open-ended pile is generally driven into sands in a partially
5T$}Oy1 plugged mode, and its bearing capacity is composed of plug load
ig{A[7qN capacity, annulus load capacity, and shaft load capacity. In order
saGRP}7? to separate pile load capacity into its components, an instrumented
jw/'*e double-walled pile was used in the testing. A schematic
-TzI>Fz diagram of the pile is shown in Fig. 2. The model pile was made
<=;H[}
e of two very smooth stainless steel pipes with different diameters.
hsTFAfa' It had an outside diameter of 42.7 mm, inside diameter of 36.5
,]~u:Y} mm, and length of 908 mm.
FF%\gJ The wall thickness of the test piles used in this study is larger
bGZhUEq than those of piles typically used in practice. Szechy ~1959!
OwG6i|q showed that the degree of soil plugging and bearing capacity of
C1X}3bB two piles with different wall thicknesses do not differ in a significant
+={ way ~with bearing capacity increasing only slightly with increasing
G0I~&?nDa wall thickness!; only driving resistance depends significantly
*F\T}k7 upon the wall thickness. So the load capacity of the test
J6)efX)j-p piles reported in this paper are probably larger, but only slightly
tJUVw= so, than what would be observed in the field.
n9]IBIthe Eighteen strain gauges were attached to the outside surface of
<Jwi~I=^ the inner pipe at nine different levels in order to measure the base
<O \tC81 load capacity ~summation of plug and annulus load capacities!
6WA|'|}= Fig. 1. Definition of incremental filling ratio and plug length ratio
6Gs{nFw Table 1. Soil Properties of Test Sand
1.Haf Property Value
]regi- LGU Coefficient of uniformity Cu 2.21
t{/:( Nu Coefficient of gradation Cc 1.23
pT("2:)x Maximum void ratio emax 0.986
4*0:bhhhf_ Minimum void ratio emin 0.629
/^++As0pY Minimum dry density gd,min 13.04 kN/m3
H!u nIy| Maximum dry density gd,max 15.89 kN/m3
a4A`cUt Specific gravity Gs 2.64
M|/oFV Peak friction angle fpeak 34.8–43.4°
]$m#1Kj Critical-state friction angle fc 33.7°
_7Xd|\Zc Peak interface friction angle d 17.0–18.4°
"
Sc5qG Critical-state interface friction angle dc 16.7°
z$9@j2
JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING / JANUARY 2003 / 47
Y3vX)D} from the load transfer curve along the inner pipe. Two strain
t[]['Iosd gauges were also attached to the outside surface of the outer pipe
:dc"b?Ch in order to measure shaft load capacity. A gap of 4 mm between
`Mg8]H~ the outer pipe and the pile toe, which was sealed with silicone,
c@RT$Q9j prevented the base load from being transferred to the outer pipe.
cJxW;WI!, The outer pipe, therefore, experienced only the shaft load.
opm?':Qst Many researchers have relied on linear extrapolation to separate
QuSV&>T\ the base load capacity into plug and annulus capacities ~Paik
p+orBw3 and Lee 1993; Choi and O’Neill 1997; Lehane and Gavin 2001!.
8g<Q5( Linear extrapolation would apply strictly only if the inside unit
FjD,8^SQW friction between the pile and soil plug were constant between the
?!bd!:(N second lowest strain gauge and the pile base, as shown in Fig. 3.
WW//heJe- In reality, the inside unit friction between the soil plug and the test
vC)"*wYB{ pile increases dramatically near the pile base. Use of linear extrapolation,
[3t0M5x w therefore, leads to an overestimation of annular resistance.
p&i.)/ This overestimation increases as the distance between the
4=u+ozCG lowest strain gauge and the pile base increases. In part to avoid
J"%8:pL this uncertainty, in this paper we use the base load capacity to
N@k3$+ls analyze the test results instead of the plug and annulus load capacities
%==G+S{ separately. The base load capacity of the test pile was
d>lt obtained from the upper strain gauges located on the inner pipe,
hMNJ'i} for which the measured vertical loads reached a limit value ~Fig.
#d7N| 9_ 3!.
Wyy^gJl Test Program
!OPSS P]- Seven model pile tests were performed in dry soil samples with
wVx,JL5Jr three different relative densities and five different stress states.
,9=gVW{ Each test is identified by a symbol with three letters ~H high, M
lq:]`l,6@ medium, L low!, signifying the levels of the relative density, vertical
>%9^%p^ and horizontal stresses of the sample, respectively. A summary
Sp 7u_Pq{ of all model pile tests is presented in Table 2. Five model
SV$nyV
pile tests were conducted in dense samples with DR590% and
c:=7lI five different stress states. Two model pile tests were conducted in
TRF]i/Bs loose and medium samples consolidated to a vertical stress of
`%$8cZ-kr 98.1 kPa and horizontal stress of 39.2 kPa. The model piles were
O!:QJ
^8d driven by a 39.2 N hammer falling from a height of 500 mm.
8h*t55 During pile driving, the soil plug length and the pile penetration
&}vR(y*#c depth were measured at about 40 mm intervals, corresponding to
E)C.eW / 94% of the pile diameter, in order to calculate the IFR. The
h7bPAW=( change in soil plug length during pile driving was measured using
~'NX~<m a ruler introduced through an opening at the top plate of the pile
3.Ji5~ ~see Fig. 2!. In order to measure the soil plug length, driving
yOX&cZ[ operations were suspended for no more than a minute each time.
Oq*n9V Static pile load tests were performed when the pile base was
%9t{Z1$ located at depths of 250, 420, 590, and 760 mm. The pile load
tRLE,(S,- tests were continued until the pile settlement reached about 19
Iq)(UfaSve mm ~44% of the pile diameter!, at which point all the test piles
xU@1!%l@ had reached a plunging limit state ~Fig. 4!. The ultimate load of
ctp?y each test pile is defined as the load at a settlement of 4.27 mm,
"/Y<G corresponding to 10% of the pile diameter. The total load applied
8{R&EijC to the pile head was measured by a load cell, and settlement of the
"Z;~Y=hC13 pile head was measured by two dial gauges. Details of the model
?TIV2m^? pile, sample preparation, and test program have been described by
)HEfU31IC Paik and Lee ~1993!.
DW1@<X Model Pile Test Results
n4^~gT%b5] Pile Drivability
<(fdHQD!7> Fig. 5~a! shows pile penetration depth versus hammer blow count
Wt>J` for all the test piles. As shown in the figure, the hammer blow
Xl#Dw bx count per unit length of penetration increases as pile penetration
x|.v{tQa depth increases, since the penetration resistances acting on the
D,c!#(v cK base and shaft of the piles during driving generally increase with
mfZ)^X Fig. 2. Schematic of model pile
JT4wb]kdV Fig. 3. Determination of plug and annulus loads
]kRI}Om2 Table 2. Summary of Model Pile Test Program
JDkCUN 5 Test
qOW#Q:T indicator
:~vxZ*a Initial
t:\l&R& relative
3Bejp+xX density
~V @;(_T ~%!
A/!<kp{S Initial
X6Un;UL vertical
ci`zR9Ks stress
p`d
XqW ~kPa!
$[[?;g Initial
2Oyy`k
horizontal
+C'XS{K,# stress
@'*eC}\E ~kPa!
t2"@Ps&1| Initial
'z)hG#{I earth
qv
*3A?uzr pressure
T36x=LX coefficient
/r276Q HLL 90 39.2 39.2 1.0
8QT<M]N% HML 90 68.6 39.2 0.6
-7k[Vg? HHL 90 98.1 39.2 0.4
tC^ 1} HHM 90 98.1 68.6 0.7
DeH0k[o HHH 90 98.1 98.1 1.0
'9 'l=Sh MHL 56 98.1 39.2 0.4
):3MYSqX LHL 23 98.1 39.2 0.4
gXLCRn!iR 48 / JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING / JANUARY 2003
*~cqr penetration depth. The vertical stress applied to the soil sample
@zo7.'7P had little effect on the cumulative blow count. However, the blow
3I|O^ count necessary to drive the pile to a certain depth decreased
cI2Fpf`2Wj rapidly with decreasing horizontal stress. It is also seen in Fig.
\,2gTi,= 5~a! that the blow count necessary for driving the pile to some
ovo/!YJ2 required depth increases with increasing relative density.
w "{bp Soil Plugging
CK2 B The degree of soil plugging in an open-ended pile affects pile
&B}Lo
behavior significantly. The IFR is a good indicator of the degree
y>$1UwQ of soil plugging. During the model pile tests, the IFR was measured
uaiz*Im at increments of 40 mm of penetration. The change of the
XcOA)'Py soil plug length with pile penetration depth is plotted in Fig. 5~b!.
<x0)7xX It is seen in the figure that the soil plug length developed during
+fM&su=wl pile driving increases as the horizontal stress of the soil sample
tE[H8 increases for the same relative density, and as the relative density
/dLA`=r Zx increases for the same stress. It can also be seen that every test
4avc=Y5 pile, during static load testing, advances in fully plugged mode,
$K})Q3FNi irrespective of the initial soil condition and the degree of soil
:-)GNf yGz plugging during pile driving. The static load tests appear as short
d]8_l1O vertical lines in Fig. 5~b!, meaning that penetration depth increases
uM<|@`&b while soil plug length remains unchanged.
Q8;#_HE Fig. 6 shows changes of IFR with soil state ~relative density,
O#vn)+Y,* vertical stress, and horizontal stress!. Fig. 6~a! shows IFR versus
fO6[!M( DR for tests with sv 8 598.1 kPa and K050.4. Fig. 6~b! shows IFR
q %>7L<r versus sv 8 for tests with DR590% and sh8539.2 kPa. Fig. 6~c!
xPt*CB shows IFR versus sh8 for DR590% and sv 8 598.1 kPa. It is observed
@|BD|{k that the IFR increases markedly with increasing relative
7skljw( density and with increasing horizontal stress. These changes in
y`4{!CEyLW IFR reflect the decreasing amount of compaction of the soil plug
ZT6V/MD7T. during pile driving as the relative density and stress level in the
;> DHD*3X soil increase. However, the IFR is relatively insensitive to
Z(p*Z,?u changes in the vertical stress applied to the soil sample. This
}<=3W5+ means that the IFR of an open-ended pile would be higher for an
{|z#70 overconsolidated sand than for a normally consolidated sand at
'fIHUw| the same DR and sv 8 .
?{eY\I Fig. 7 shows IFR versus plug length ratio ~PLR! for the chamber
$`pd|K` test results and for the test results of Szechy ~1959!; Klos and
F$i$a b Tejchman ~1977!; Brucy et al. ~1991!; and Paik et al. ~2002!. The
=ai2z2z PLR is defined as the ratio of soil plug length to pile penetration
R<|ejw as ~see Fig. 1!
N&"QKd l PLR5
{-HDkG' 8 L
"#2pT H~ D
0E-pA3M6 (2)
@}(SR\~N] In Fig. 7~b!, the data from Paik et al. ~2002! were obtained from
kQLT$8io a full-scale pile with diameter of 356 mm driven into submerged
$ADPV,*gG dense sands. The remaining data were obtained from model pile
[9OSpq tests using piles with various diameters driven into dry sand ranging
"qawq0P8Z from loose to medium dense ~the diameter of each test pile is
EJ`Q8uz indicated in the figure!. Fig. 7~a! shows that IFR, measured at the
7Re-5vz
R final penetration depth, increases linearly with increasing PLR.
:/6()_>bO Fig. 4. Load–settlement curves from model pile load tests
BBxc*alG0 Fig. 5. Driving test results: ~a! hammer blow count, and ~b! soil plug
E4r.ky`#~ length
rIVvO JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING / JANUARY 2003 / 49
I FsE!oDs4 The relationship between PLR and IFR for the calibration chamber
)Ob]T{GY tests can be expressed as follows:
r@k"4ce- IFR~%!5109PLR222 (3)
X'f)7RbT This equation slightly underestimates the IFR for PLR values
'99@=3AB:` greater than 0.8 and slightly overestimates it for PLR values
\b$<J.3 lower than 0.7, as shown in Fig. 7~b!. In general, it is known that
GzdRG^vN the IFR is a better indicator of the degree of soil plugging than the
:s"2Da3B PLR ~Paikowsky et al. 1989; Paik and Lee 1993!. In the field,
fYB*6Xb,w however, it is easier to measure the PLR than the IFR. Eq. ~3! can
wZjlHe be used to estimate the IFR from the PLR, when only the PLR is
.$Y?
W< measured in the field.
fp{G|.SA Base and Shaft Load Capacities
z$|;-u| The ultimate unit base resistance qb,c measured in the calibration
8.yCA chamber is plotted versus relative density ~for sv 8 598.1 kPa and
za T_d/?J K050.4), versus vertical stress ~for DR590% and sh8
X]!D;7^ 539.2 kPa) and versus horizontal stress ~for DR590% and
1fY>>*oP Fig. 6. Incremental filling ratio versus ~a! relative density for sv8
+oZH?N4yaM 598.1 kPa and K050.4; ~b! vertical stress for DR590% and sh8
><=rIhG%H@ 539.2 kPa; and ~c! horizontal stress for DR590% and sv8
b0 & 598.1 kPa
}%$OU = T Fig. 7. Plug length ratio versus incremental filling ratio ~a! for chamber
+Qs!Nhsq test results, and ~b! for other test results
?KB@Zm+#~ 50 / JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING / JANUARY 2003
TiyUr [ sv 8 598.1 kPa) in Fig. 8. It is apparent that the ultimate unit base
Ad/($v5+ resistance increases significantly with increasing relative density
it)ZP H and increasing horizontal stress, but is relatively insensitive to
xI?0N<'.*q vertical stress. This is consistent with experimental results of
\]8VwsP Baldi et al. ~1981!; Houlsby and Hitchman ~1988!; and Vipulanandan
wX0l?xdI et al. ~1989!, which showed that cone resistance was a
}~F~hf>s function of lateral effective stress.
_8^0!,j Fig. 9 shows the ultimate unit base resistance, normalized with
^LVk5l)\>g respect to the horizontal stress, versus IFR for different relative
Q ]"jD#F densities, and the ultimate unit base resistance versus IFR for
Um z05* dense sand. It can be seen in Figs. 9~a and b! that the ultimate unit
=2%VZE7Vm base resistance of open-ended piles increases with decreasing IFR
Wwhgo.Wx and that the rate of change of ultimate unit base resistance with
$eBQH IFR increases with DR . It is also seen that the ultimate unit base
G6V/S aD resistance increases with relative density at constant IFR.
v5T`K=qC Fig. 10 shows the ultimate unit shaft resistance f so,c measured
V.8%|-d in the calibration chamber versus relative density, vertical stress,
n?:2.S.8 and horizontal stress. Similarly to what is observed for ultimate
vM(Xip7 unit base resistance, the ultimate unit shaft resistance of an open-
]v\^&7pW Fig. 8. Unit base resistance versus ~a! relative density for sv8
#-{N
Ws\ 598.1 kPa and K050.4; ~b! vertical stress for DR590% and sh8
;'}'5nO=$ 539.2 kPa; and ~c! horizontal stress for DR590% and sv8
[(ygisqt 598.1 kPa
!"E-\cc' Fig. 9. Normalized unit base resistance versus incremental filling
H-,TS^W ratio ~a! for sv8598.1 kPa and K050.4, and ~b! for DR590%
(9]6bd JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING / JANUARY 2003 / 51
Iyyo3awc ended pile increases with both relative density and horizontal
H@D;e stress, but is insensitive to the vertical stress. It is clear from Fig.
0/Z
!5-. 10~c! that the ultimate unit shaft resistance is linearly related to
F.?01,J=1 the horizontal stress. The ultimate base and shaft load capacities
hsz^rZ of the test piles are listed in Table 3.
b/u8}
J Correction of Chamber Test Results for Chamber
$3k
"WlRG Size Effects
J=iRul^S Adjustment of Pile Diameter
s]Gd-j Pile load capacities measured in a calibration chamber are different
89Z#|#uM5 from those measured in the field due to chamber size effects.
.*Vkua In order to use the calibration chamber test results for computation
,hWcytzEw of pile load capacity in the field, corrections for chamber size
#Ao !>qCE effects were performed for every chamber test. In the estimation
=IZ[_ /@ of chamber size effects, the ratio of the chamber to the equivalent
1[-vD= diameter of the model pile used in the tests is required. The
FaY_0G;y equivalent diameter of an open-ended pile is the diameter that a
{E51Kv&_ pile with solid cross-section would have to have in order to displace
>F[GVmC the same soil volume during installation as the open-ended
;1`!wG-DD pile. The equivalent diameter of open-ended piles varies with the
KQ{Lt?S degree of soil plugging, because the soil displacement around the
=u=Kw R pile due to pile driving increases with decreasing IFR ~Randolph
rP'AJDuq et al. 1979!. For example, if a pile is driven in fully coring mode,
qnJ50 VVW the equivalent pile diameter is calculated from an equivalent area
O9^T3~x[V equal to the annular area. If a pile is fully plugged during driving,
59<hV? the gross cross-sectional area of the pile should be used. For piles
v L}T~_=3 driven in a partially plugged mode, the equivalent pile diameter
d2~l4IL)~ can be determined through interpolation with respect to the IFR.
tuLH}tkNY This is summarized, mathematically, as follows:
_R^y\1Qu If IFR>100%, dp5A~d0 2 2di
5/?P|T 2! (4a)
[jrqzB If IFR50%, dp5d0 (4b)
<7'&1=%r If 0%<IFR<100%,
T@P!L dp5d02@d02A~d0 2 2di
X?/Lz;,& 2!# IFR~%!
'wvMH;}u 100
% :/_ f (4c)
;7Okyj6EP in which dp5equivalent pile diameter; d05outer pile diameter;
E!!
alc{ and di5inner pile diameter.
L^FcS\r; Considering the pile driving mechanism of an open-ended pile,
Nqcp1J" the base load capacity of the pile depends on the IFR measured at
Ie@Jb{x the final penetration depth. The shaft load capacity should be
z)}!e,7 related to the average value of the IFR measured during driving,
q@l(Qol which is equal to the PLR at the pile penetration depth. In this
^=+e?F`:{ study, therefore, the equivalent pile diameters for each test were
m[:K"lZ
]2 computed for the base and shaft load capacities using Eqs. ~4!.
YJ,*(A18 The IFR and PLR at the pile penetration depth are used for correction
b7Oj<!Wo` of the base and the shaft load capacity, respectively.
(.?ZKL Field Pile Load Capacity
"|t!7hC Salgado et al. ~1998! conducted a theoretical analysis of chamber
` 1+%}}!$u size effect for cone penetration resistance in sand and quantified
l5k?De_(x the size effect as a function of soil state (DR and sh8) and chamber
VRbQdiZ{ to pile diameter ratio. According to their results, which also apply
ORBxD"J& to displacement piles, the ratio qc,cc /qc,ff of chamber to field cone
=K(JqSw+M resistances for normally consolidated sands with DR523, 56,
. I==-| Fig. 10. Unit shaft resistance versus ~a! relative density for sv8
I9&lO/c0 598.1 kPa and K050.4; ~b! vertical stress for DR590% and sh8
Vb!O8xV4;+ 539.2 kPa; and ~c! horizontal stress for DR590% and sv8
dJi|D 598.1 kPa
?3q@f\fZ 52 / JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING / JANUARY 2003
-Sz_mr 90%, and diameter ratio in the 10–45 range can be approximated
M'2r@NR8 as
V_"f|[1 qc,cc
g)R1ObpZ qc,ff
!D:Jbt@R<n 5F1.08310223SDc
}pawIf4V dp D10.31G for DR523% (5a)
_ym"m,,7? qc,cc
TSjIz5 qc,ff
zkexei4^< 5F1.02310223SDc
~.oj.[} dp D10.24G for DR556% (5b)
.'T 40=7 qc,cc
rF] +,4 qc,ff
q]FBl}nwl% 5F7.79310233SDc
| -+zofx dp D10.27G for DR590% (5c)
9S>g6}[E#0 In these equations, qc,cc5cone resistance measured in a calibration
"IFgRaP= chamber; qc,ff5field cone resistance; and Dc /dp5ratio of
+sf .PSz$ chamber to equivalent pile diameter. The chamber size effect factors
68e[:wf for the base and shaft load capacities estimated by Eq. ~5! are
d1]i,C~Y listed in Table 3. The field pile load capacity can then be obtained
[T^?Q%h by dividing the chamber pile load capacity by the corresponding
H0>yi[2f size effect factors.
YQd:M%$ New Design Equations for Load Capacity of
('hT Open-Ended Piles
wL3,g2- L Base Load Capacity
6kR\xP]Kr Fig. 11 shows the ultimate unit field base resistance qb, f , normalized
vHcqEV|P/n with respect to the horizontal effective stress sh8 at the pile
SK
R1E];4 base, versus IFR for piles driven into sands with various relative
`PlOwj@u0` densities. The figure shows that the normalized unit field base
I[D8""U resistance increases linearly with decreasing IFR. The relationship
{^m Kvc between qb, f /sh8 and IFR can be expressed as
M0w/wt| qb, f
{@.Vh] ash8
|^( M{ 5326– 295 IFR~%!
#U ASH& 100
,T|x)"uA` (6)
pRi<cO with a coefficient of determination r250.82. In this equation, the
x2W#ROfg a values, a function of the relative density, were obtained from
C6jR=@42Q the calibration chamber tests as equal to 1.0 for dense sands, 0.6
$1Z6\G O for medium sands, and 0.25 for loose sands. In the case of fully
XAuI7e plugged piles ~IFR50!, which behave as closed-ended piles, unit
;:]\KJm}? field base resistance is expressed as qb, f5326sh85130sv 8 for normally
"=A>}q@;H consolidated dense sands with K050.4. This is consistent
e2w&&B- with the unit base resistance of a closed-ended pile in dense sand
rs]I proposed by the Canadian foundation engineering manual ~CGS
EzpFOqJG 1992!. In order to predict base load capacity of open-ended piles
Sh&PNJ-* using Eq. ~6!, it is necessary to know either the IFR or the soil
5=L} \ankn plug length at the final penetration depth @from which the IFR can
g"K>5Cb be estimated through Eq. ~3!#. A technique for measuring IFR
gXy-Mpzp during pile installation will be described in a later section. Note
u9Y3?j,oC that Eq. ~6! should be used only for piles driven into sands, not
gU;&$ for piles installed using vibratory hammers.
]
fwZAU Table 3. Summary of Model Pile Test Results and Size Effect Factors
.H~YI Test
{(tHk_q indicator
7\Fs=\2l+' Test
Ri)uq\E/# depth
0L#/lDNk ~mm!
.L EY=j!-s Soil plug
2K{6iw"h length
6F|j(LB ~mm!
pe.QiMW{8 IFR
y1pu R7 ~%! PLR
`A)"%~ Base load
>jTp6tu, capacity
h<x4YB5Mj ~kN!
<9eu1^g Shaft load
80;n|nNB capacity
zT#`qCbT'J ~kN!
FTf<c0 Size Effect Factor
(9C<K< Base
2SG$LIV 9Y load
Kat&U19YH Shaft
J7+w4q~cB` load
42+#<U7T HLL 256 250 78.4 0.98 2.60 0.63 0.50 0.54
8P2 J2IU 420 366 71.4 0.87 2.91 0.90 0.49 0.51
A.En+-[\ 592 478 67.0 0.81 3.59 1.57 0.48 0.50
)Gk`[*q ; 760 571 54.4 0.75 3.91 2.13 0.46 0.49
2k5/SV
X HML 250 251 88.0 1.00 2.50 0.50 0.52 0.54
s_Wyh
!@M 420 373 76.3 0.89 2.85 0.81 0.50 0.52
$yu?.b
9H# 589 483 69.0 0.82 3.67 1.39 0.48 0.50
73F5d/n 760 583 57.4 0.77 4.30 2.23 0.47 0.49
f p[,C1U HHL 250 251 84.2 1.00 2.42 0.53 0.51 0.54
p&Ed\aQ%z; 420 369 73.0 0.88 2.81 0.90 0.49 0.51
,6,]#R
:J 590 477 69.5 0.81 3.54 1.65 0.48 0.50
"G?Yrh 758 575 60.0 0.76 4.29 2.05 0.47 0.49
m3.sVI0I HHM 252 255 87.9 1.01 3.09 0.70 0.52 0.55
d
6t:hn 420 381 78.6 0.90 3.57 1.45 0.50 0.52
_}gtcyx 591 501 73.9 0.85 4.66 2.49 0.49 0.51
9P WY52! 761 614 72.1 0.81 4.91 3.60 0.49 0.50
v }\,o%t^ HHH 251 266 92.6 1.06 4.53 1.36 0.53 0.56
gfg n68k 420 398 82.9 0.95 4.66 2.46 0.51 0.53
*%gF2@=r8F 590 521 79.8 0.88 5.40 3.93 0.50 0.52
d@ Ja}` 760 644 77.8 0.85 5.78 5.70 0.50 0.51
w>e
s MHL 247 236 75.9 0.96 1.82 0.28 0.53 0.58
|E3X 419 347 67.4 0.83 2.17 0.49 0.51 0.55
igC_)C^i> 589 445 60.5 0.76 2.41 0.65 0.50 0.53
,[!LCXp 757 532 53.9 0.70 2.82 1.00 0.49 0.52
c#cx>wq9 LHL 247 224 71.1 0.91 1.01 0.18 0.61 0.66
DjLL|jF 419 319 56.5 0.76 1.23 0.36 0.58 0.62
$`J_:H% 581 401 52.4 0.69 1.46 0.59 0.57 0.60
L,LNv 756 472 42.6 0.62 1.56 0.66 0.56 0.59
#07!-)Gv JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING / JANUARY 2003 / 53
s'\$t Shaft Load Capacity
xDLG=A%]z The average ultimate field unit shaft resistance f so, f for the model
(gXN%rsY piles, normalized with respect to K0sv 8 tan dc , is plotted versus
~Z)/RT/ PLR in Fig. 12 for various relative densities. It can be seen in the
Vba.uKNjk figure that the normalized ultimate field unit shaft resistance increases
GTl
xq%?b with decreasing PLR. The field unit shaft resistance of
/4irAG% Oj piles driven into dense sand can be expressed as follows:
w$ fJ4+ f so, f
5@!st ~K0sv 8 tan dc!b
ae+*=, 57.224.8PLR (7)
-e]7n*}H$ in which f so, f5average ultimate unit shaft resistance in the field;
yj_4gxJ\ K05lateral earth pressure coefficient before pile driving;
Z`Z5sj 4{ sv 8 5average vertical effective stress over the whole penetration
w_wslN,) depth; dc5critical-state interface friction angle between the pile
-{jdn%Y7CK and the soil; and b5function of the relative density. The b values
bC6oqF'# were obtained from the calibration chamber tests as equal to 1.0
!L24+ $ for dense sands, 0.4 for medium sands, and 0.22 for loose sands.
9`B$V##-L In the case of closed-ended piles in normally consolidated dense
,"2TArC'z sands with K050.4, the normalized unit shaft resistance equals
y2|R.EU\m< 7.2. This equation may be interpreted as implying that the lateral
~E5z"o6$ stress on the closed-ended pile driven in dense sands is 7.2 times
p $`92Be/ higher than that before pile driving. This is consistent with the
@n+=vC.xO lateral earth pressure coefficient of K52 – 3, which the Canadian
*>[3I}mM Foundation Engineering Manual ~CGS 1992! suggested for steel
?cy4&]s piles with d520° driven into a normally consolidated dense sand.
%)(Cp-b! Application of New Empirical Relations
@It>*B yB. Field Pile Load Test
3n;K!L%zMT A full-scale, field pile load test was performed on an instrumented
s:>\/[*>0c open-ended pile at Lagrange County in northern Indiana. The soil
z rfUQO at the site is gravelly sand with maximum and minimum dry unit
L.'}e{ldW weights of 18.64 and 15.61 kN/m3, respectively. A 2.0 m thick fill
O7G"sT1Dv layer was removed before pile driving. The groundwater table is
l.+yn91%> at a depth of 3 m below the soil surface. Standard penetration test
k cuzB+ and cone penetration test results indicate that the first 3 m of the
3V<&| gravelly sand deposit are in a loose state (DR'30%), but the rest
h6D^G5i of the deposit is in a dense to very dense state (DR'80%), as
>I"V],d!6 shown in Fig. 13. Note that the fill originally present at the site
BS1Ap was removed before the piles were installed and tested, and Fig.
Hi}RZMr1 13 accordingly does not include data for the fill. The resulting
~bK9R0|< overconsolidation ratio ~OCR! is also shown in Fig. 13 as a function
$E!J:Y= of depth.
p&b5% 4P The test pile was an instrumented double-walled open-ended
$XnPwOj pile, constituted of two pipes with different diameters, as shown
PnYBy| yl in Fig. 14. The open-ended pile had an outside diameter of 356
>3.X? mm and wall thickness of 32 mm. In order to measure the base
|`/TBQz:r and shaft load capacities directly, 20 strain gauges were attached
n/4i|-^ to the outer surface of the inner pipe and 18 to the outer surface of
#0Ds'pE- the outer pipe. The open-ended pile was driven to a depth of 7.04
mY7>(M{ m using a single acting diesel hammer with a ram weight of 18.2
`3_lI~=eH kN and a maximum hammer stroke of 3.12 m. The soil plug
qxOi>v0\H length during pile driving was measured continuously using two
CH#k(sy different weights, which were connected to each other by a steel
#UP~iHbt\ wire ~Fig. 15!. The heavier weight rested on top of the soil plug,
f 2YLk and the lighter weight hanged outside the pile. A scale marked on
Ond'R'3 \E the outside of the pile allowed measurement of the plug length. At
s^8u&y)3 the final penetration depth, the IFR for the pile was 77.5%, indicating
WT\<.Py a partially plugged condition, and the PLR was 0.82.
s Be7"^ The load applied to the pile during the static load test was
23]Y<->Eu< measured using a 2 MN load cell, and the settlement of the pile
a;AzY'R head was measured with two dial gauges. The residual loads after
OFU/gaO~ pile driving and the loads induced at the base and shaft of the test
Dt|)=a pile during the load test were independently measured by rezeroing
<wd]D@l7r the values of all strain gauges attached to the test pile both
(5Nv8H8| before pile driving and at the start of the static load test. The load
K9Hqq7"% was applied to the pile head in increments of 147 kN, which were
+0l`5."d decreased to 49–98 kN as the pile approached the limit load. The
/j2H A^GT load after each increment was maintained until the pile settlement
)Kd%\PP stabilized at less than 0.5 mm/h. The settlements at the pile head
#q\x$ were measured at 5, 15, 35, 55, 75, 95, and 120 min for each load
|CFRJN-J" step. When the settlement did not stabilize within 120 min, the
vX|UgK?2^ settlement was measured only after stabilization ensued. Likewise,
3G}AH E4 strain values for the strain gauges attached to the inner and
*m+BuGt| outer pipes were measured after the settlement of the pile head
jeUUa-zR3 stabilized.
9&]M**X Static Load Test Results
Wr?'$: Fig. 16 shows the load–settlement curves for the base and shaft
F>hZ{ load capacities of the full-scale open-ended pile. As shown in the
S.*~C0" figure, the shaft load capacity reached its limit value before the
0Q5^C!K Fig. 11. Normalized field unit base resistance versus incremental
X6e/g{S) filling ratio
U9hS<}<Ki Fig. 12. Normalized field unit shaft resistance versus incremental
}hpmO- filling ratio
OQ&'Dti 54 / JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING / JANUARY 2003
k@mVxnC final load step. The ultimate total and base load capacities were
~FU@wV^ also determined as the loads at a settlement of 35.6 mm, corresponding
w n|]{Ww35 to 10% of the pile diameter. The ultimate base and shaft
f58?5(Dc| load capacities not accounting for residual loads were 715 and
1GCzyBSbb 310 kN, respectively. The ultimate base and shaft load capacities
2{|$T2?e accounting for residual loads were 886 and 139 kN, respectively.
5 `/< v^ In practice, it is difficult to account for residual loads. Residual
IH*s8tPc loads are induced in every driven pile, but their magnitude depends
rf&M!d}! on several factors. The use of the unit base and shaft resistance
@R|'X values that have been corrected for residual loads for designing
?Bi*1V<R a different pile installed in a different sand site would
|I;$M;'r& require estimation of the residual loads for that pile. This is very
z(y*hazK difficult to do in practice. Accordingly, we base our suggested
s%4M$e design values of shaft and base resistances on the values measured
gb|Q%LS9R without any correction for residual loads, as is customary.
RW'nUL?_\ Comparison of Computed and Measured Capacities
=n(3o$r( The bearing capacity of the test pile was predicted using the empirical
/iaf ^
> relationships suggested in this study. Since the soil deposit
R9+jW'[K was overconsolidated by removal of the fill layer, the lateral earth
C~%
1w%nn pressure coefficient K0 was taken as ~Mayne and Kulhawy 1982!
V9NTs8LKc K05~12sin f!OCRsin f (8)
~a9W3b4j Saturated unit weights of the sand are gsat520.1 kN/m3 for the
q8P.,%
loose sand and 21.2 kN/m3 for the dense sand, respectively. The
T1WWK' Fig. 13. Cone penetration test and standard penetration test results and overconsolidation ratio profile at test site
7V7zGx+Z7 Fig. 14. Schematic of full-scale test pile Fig. 15. Measurement of soil plug length during pile driving
9LJZ-/Wq JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING / JANUARY 2003 / 55
rVnd0K mean particle size is 0.4 mm. The critical state friction angle for
YX*x&5]lq the sand obtained from triaxial compression tests is fc533.3°;
"2ru 7Y" the interface friction angle between the pile and sand is taken as
eGL1 dc52fc/3522.2°, which is adequate for typical pipe piles. At
_HOIT the depth of the pile base, OCR51.41, and K0 results equal to
{-/^QX]6 0.55. Using Eq. ~6!, the ultimate base load capacity Qbase can be
w f.T3 obtained as
Fg]?zEa qb, f
J Yb}Zw; ash8
sBX-X$*N 5326– 295 IFR~%!
O[@q%&_ 100 5326– 295 77.5
iUk-' 100597.4
i]{1^pKq Qbase5qb, fAb597.4ash 8 Spd0 2
_i0kc,*C\ 4 D
3>M&D20Z 597.4~1.0!~0.553101.2!~0.0995!5539.4 kN
k(VB+k"3 The ultimate shaft load capacity can be computed using Eq. ~7!.
/b#l^x:j The b values used in the calculations are 0.3 for the first 3 m in
tz NlJ~E loose sand and 1.0 for depth greater than 3 m in dense sands. The
Ta=s:trP variation of K0 with OCR along the whole depth of the pile was
5&Ts7& . considered in the calculations, which are summarized next
e.d
#wyeX f so, f
zmuMWT; ~K0sv 8 tan dc!b
bpAv1udX-W 57.224.8PLR57.224.8~0.82!53.26
x Gk6n4Gg Qshaft5f so, fAso53.26K0sv 8 tan dcb~pd0D!
nk"NmIf 53.26S~biKoisv8iDi!pd0 tan dc
Gbpw5n;e 53.26~0.3363.411.03191.3!p~0.356!tan 22.2°
(rtY!<|p 5312.9 kN
rZXrT}Xh{W in which D5penetration depth of the pile. Thus, the ultimate total
26?W
nu60 load capacity can be calculated as
2S[-$9 Qtotal5Qbase1Qshaft5539.41312.95852.3 kN
W#fZ1E6 The base and shaft load capacities predicted using Eqs. ~6! and
dq;|?ESP ~7! were 75.4 and 100.9% of the ultimate values measured in the
da!P0x9p pile load test, respectively. The predicted Qtotal5852.3 kN is a
xgu `Q`~ reasonably close, conservative estimate of the measured value, as
0pb'\lA shown in Fig. 17.
OHrY(I6 Summary and Conclusions
m7c*)"^ The bearing capacity of open-ended piles is affected by the degree
ZD/jX_!t of soil plugging, which can be quantified through the IFR. Most
68fiG design criteria for open-ended piles do not consider the variation
g`^X#-!( of pile load capacity with IFR, and a standard technique for measuring
G"5D< ] IFR during pile installation has not yet been proposed. In
bBcp9C)iY this study, model pile tests were conducted using a calibration
4bVO9aUG{ chamber to investigate the effect of IFR on the pile load capacity,
t&q N: J and new empirical relations between the two components of pile
!%(h2]MQ load capacity ~base and shaft load capacities! and IFR were proposed
jEdtJEPa based on the results of model pile tests.
Fh|#u:n The results of model pile tests show that the IFR decreases
J5Z%ImiT^O with decreasing relative density and horizontal stress, but is independent
DE$q+j0P of the vertical stress. It is also seen that the IFR increases
^ <`(lyph linearly with the PLR, which is defined as the ratio of the soil
g^Yl TB plug length to pile penetration depth, and can be estimated from
C G\tQbum the PLR. The unit base resistance shows a tendency to increase
g]~h(mI with decreasing IFR, and it does so at a rate that increases with
CK+d!Eg relative density. The unit shaft resistance, normalized with respect
CBYX] to horizontal stress, increases with decreasing IFR and with increasing
K kW;-{c relative density.
PQmq5N6 A full-scale pile load test was also conducted on a fully instrumented
)::>q5c open-ended pile driven into gravelly sand. The IFR for
$lA
V 6I. the pile was continuously measured during pile driving. In order
9# 4Y1L S) to check the accuracy of predictions made with the proposed
Z6C=T;w equations, the equations were applied to the pile load test. Based
#FOqP!p.E on the comparisons with the pile load test results, the proposed
@oP_;G equations appear to produce satisfactory predictions.
`>(W"^ Acknowledgments
:'L2J The research presented in this paper was performed in a period of
)m3Uar 1 year spent by the first writer as a postdoctoral fellow at Purdue
CbBSFKM University. The first writer is grateful for support received from
UB`ToE|Ii the Korea Science and Engineering Foundation. The field pile
e> rRTN load test done as part of this research was supported by INDOT
m><w0k?t and FHWA through the Joint Transportation Research Program.
6Q&r0>^{ The assistance of Dr. Junhwan Lee and Bumjoo Kim with some
N7r_77%m0 aspects of this research is appreciated.
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