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UPDATE ON ISU DRILLED SHAFT
LRFD CALIBRATION STUDY
Jeramy C. Ashlock, Ph.D.
Richard L. Handy Associate Professor
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Ongoing Drilled Shaft Research Projects
1. Verification of LRFD Resistance Factors for Drilled Shafts Using Field Tests
PI: Sri Sritharan, Co-PI: Jeramy Ashlock, PhD Student: Philippe Kalmogo
Source: Iowa DOT and FHWA SPR
2. Cost-Effective Field Test Methods for LRFD Resistance Factors of Drilled Shafts
PI: Jeramy Ashlock, Co-PI: Sri Sritharan, PhD Student: Philippe Kalmogo
Source: MTC, Iowa DOT/IHRB, FHWA SPR and USDOT/OST-R
TAC Members:
Iowa DOT: Ahmad Abu-Hawash, Kyle Frame, Vanessa Goetz, Steve Megivern, Mike Nop, Gary Novey, Brian Worrel
FHWA: Chris Cromwell
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Outline
LRFD Calibration Project
Resistance factor calibration by other states
Current status of IA regional calibration
MTC Small Scale Drilled Shaft Load Test Project
Motivation
Preliminary field test results
Abaqus finite element modeling
LRFD Calibration Project
Project Tasks Task A: Expansion of the DSHAFT database
Task B: Site investigation and monitoring of tests
Task C: Verification of analysis procedures using new data
Task D: Verification and finalization of resistance factors
Task E: Products and technology transfer
4
DSHAFT Database
Project website: http://sri.cce.iastate.edu/dshaft/
51 load test datasets from 11 states
O-cell and Statnamic tests
Construction methods include dry, wet and casing
Soil type includes clay, sand, mixed, IGM, and rock
28 data sets were usable in the preliminary calibration
5 additional usable data sets
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Challenges of O-Cell Load Test Results
O-cell capacity is typically reached before ultimate shaft or end bearing is fully mobilized
Typically only one of side resistance or end bearing reaches ultimate value, but not both
The reported equivalent top load-displacement curves do not go past 1-in or 5% diameter displacement criterion
Unit side shear vs. average shear zone displacement curves do not go beyond 1-in or 5% diameter displacement criterion
Result: extrapolation required
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Extrapolation Illustration8
-5.00
-4.00
-3.00
-2.00
-1.00
0.00
1.00
2.00
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4.00
5.00
0 2000 4000 6000 8000 10000
Dis
pla
cem
ent
(in
)
O-Cell Net Load (kips)
O-Cell Load-Displacement Curve
Upward Shaft Movement Downward Shaft Movement Hyperbolic Curve Fit
LRFD Calibration
Commonly used Reliability Methods
FORM
FOSM
Monte Carlo
Modified version of FOSM used in Phase II project
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LRFD Calibration
Resistance bias (measured resistance/ultimate predicted resistance) required to use the equation on the previous slide
Measured resistance considered at 0.25 inch, 0.5 inch, 1 inch, and 5% of Shaft Diameter
Predicted ultimate resistance calculated using methods from O’Neill & Reese (1999) and Brown et al. (2010)
Soil Properties estimated from Bowles (1996)
α-method for cohesive soils
β-method for cohesionless soils
Horvath & Kenney (1979) and Kulhawy et al. (2005) for Rocks
Modified α-method for Cohesive IGM
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LRFD Calibration
Histograms of resistance bias
Assign a distribution type to the histogram: normal or lognormal?
Check that the assumption of a normal or lognormal is indeed appropriate: normal plots, statistical tests such as Anderson Darling
Estimate the mean and standard deviation of the distribution
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LRFD Calibration
n 25
mean log 0.508
Standard Deviation log 0.859
COV log 1.690
mean 2.350
Standard Deviation 2.119
COV 0.902
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LRFD Calibration
n 43
mean log -0.035
Standard Deviation log 0.566
COV log 16.061
mean 1.119
Standard Deviation 0.644
COV 0.575
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LRFD Calibration
n 43
mean log 0.068
Standard Deviation log 0.448
COV log 6.572
mean 1.170
Standard Deviation 0.484
COV 0.413
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LRFD Calibration
n 23
mean log 0.605
Standard Deviation log 1.034
COV log 1.709
mean 3.157
Standard Deviation 4.434
COV 1.405
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LRFD Calibration by Others
Kansas DOT (IGM)
Louisiana DOT (Mixed soils)Adapted after Yang et al. (2010)
Adapted after Abu-Farsakh et al. (2012)
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Current Study vs. AASHTO
Segmental Approach I (1 layer for each zone between gauges)1 inch Disp NCHRP 507 NCHRP 343 AASHTO FHWA
λ COV φ φ/λ λ COV φ φ/λ λ COV φ φ/λ
α-Method 1.89 0.61 0.38 0.20 - - - - - - - - 0.45 0.45
O'Neill & Reese (1999) β-Method 0.94 0.36 0.39 0.41 - - - - - - - - 0.55 N/A
Brown et. al (2010) β-Method 1.05 0.36 0.43 0.41 - - - - - - - - N/A 0.55
Horvath & Kenney (1979) 2.41 0.51 0.64 0.26 - - - - - - - - 0.55 N/A
Kulhawy et al. (2005) 1.14 0.58 0.25 0.22 - - - - - - - - N/A 0.55
Modified α-Method 3.31 0.79 0.41 0.12 - - - - - - - - 0.60 0.60
.05B inch Disp NCHRP 507 NCHRP 343 AASHTO FHWA
λ COV φ φ/λ λ COV φ φ/λ λ COV φ φ/λ
α-Method 1.96 0.63 0.36 0.19 0.97 - 0.30 0.31 - - 0.60 - 0.45 0.45
O'Neill & Reese (1999) β-Method 1.18 0.47 0.35 0.30 1.29 - 0.40 0.31 - - - - 0.55 N/A
Brown et. al (2010) β-Method 1.29 0.44 0.42 0.33 - - - - - - - - N/A 0.55
Horvath & Kenney (1979) 2.36 0.48 0.69 0.29 - - - - - - 0.55 - 0.55 N/A
Kulhawy et al. (2005) 1.28 0.60 0.26 0.20 - - - - - - - - N/A 0.55
Modified α-Method 3.66 0.71 0.55 0.15 1.70 - 0.75 0.44 - - - - 0.60 0.60
21
Current Study vs. AASHTO
Segmental Approach II (layers of same material type grouped together)
1 inch Disp NCHRP 507 NCHRP 343 AASHTO FHWA
λ COV φ φ/λ λ COV φ φ/λ λ COV φ φ/λ
α-Method 1.77 0.51 0.47 0.26 - - - - - - - - 0.45 0.45
O'Neill & Reese (1999) β-Method 0.94 0.29 0.48 0.51 - - - - - - - - 0.55 N/A
Brown et. al (2010) β-Method 1.08 0.35 0.46 0.43 - - - - - - - - N/A 0.55
Horvath & Kenney (1979) 2.04 0.31 0.98 0.48 - - - - - - - - 0.55 N/A
Kulhawy et al. (2005) 1.06 0.38 0.41 0.39 - - - - - - - - N/A 0.55
Modified α-Method 2.71 0.57 0.61 0.22 - - - - - - - - 0.60 0.60
.05B inch Disp NCHRP 507 NCHRP 343 AASHTO FHWA
λ COV φ φ/λ λ COV φ φ/λ λ COV φ φ/λ
α-Method 1.87 0.56 0.42 0.23 0.97 - 0.30 0.31 - - 0.60 - 0.45 0.45
O'Neill & Reese (1999) β-Method 1.16 0.25 0.65 0.56 1.29 - 0.40 0.31 - - - - 0.55 N/A
Brown et. al (2010) β-Method 1.31 0.29 0.66 0.50 - - - - - - - - N/A 0.55
Horvath & Kenney (1979) 2.76 0.56 0.62 0.23 - - - - - - 0.55 0.55 N/A
Kulhawy et al. (2005) 1.53 0.58 0.33 0.21 - - - - - - - - N/A 0.55
Modified α-Method 3.72 0.58 0.80 0.21 1.70 - 0.75 0.44 - - - - 0.60 0.60
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Selecting Final Resistance Factors
Brown et al. (2010):
Comentary in the AASHTO LRFD Specifications (AASHTO, 2007) describes the resistance factors as:
“developed using either statistical analysis of drilled shaft load tests combined with reliability theory (Paikowsky et al., 2004), fitting to Allowable Stress Design (ASD), or both. When the two approaches resulted in a significantly different resistance factor, engineering judgment was used to establish the final resistance factor, considering the quality and quantity of the available data used in the calibration”.
23
Selecting Final Resistance Factors
Resistance factors from reliability theory analysis may not always be higher than code recommendations
Allen (2005): “If the adequacy of the input data is questionable, the final load and resistance factor combination selected should be more heavily weighted toward a level of safety that is consistent with past successful design practice, using the reliability theory results to gain insight as to whether or not past practice is conservative or non-conservative”
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COST-EFFECTIVE FIELD TEST
METHODS FOR LRFD RESISTANCE
FACTORS OF DRILLED SHAFTS
Project Team:
Jeramy Ashlock (PI)
Sri Sritharan (Co-PI)
Philippe Kalmogo (PhD Student)
MTC Reduced-Scale Drilled Shaft Project
Objective: Demonstrate that top–down load tests on smaller diameter shafts can be used to evaluate the unit skin friction more economically and provide actual top-load displacement curves
26
Reduced Scale Drilled Shaft Top Down Load Test
Project: Drilled Shaft Axial Load Test Program, Design No. 916, and 1016 Council Bluffs Interchange System, Pottawattamie County, IA
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Overview
Project: Drilled Shaft Axial Load Test Program, Design No. 916, and 1016 Council Bluffs Interchange System, Pottawattamie County, IA
Soil type around test shaft : clay and sand
Full scale test shaft
Diameter: 5 ft
Embedment length: 95 ft
Estimated nominal resistance: 4,000 kips
Two reduced scale test shafts
Diameters: 1.5 ft, 2 ft
Estimated nominal resistance:
350 kips for 2 ft shaft using Loadtest’s measured unit side shear of 0.3 ksf in top 5 ft
(capacity is 387 kips (188 kips factored) using theoretical unit side resistance of 1.23 ksf).
262 kips for 1.5 ft shaft (298 kips using side resistance (136 factored) of 1.23 ksf in top 5
ft).
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Reaction Frame
Four HP 12x74 reaction piles, total length: 98 ft = 95 ft embedded + 3 ft above ground. Capacity estimated using Iowa DOT BDM =120 kips (φ = 0.5)
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Instrumentation Plan
Wood Reference Beams (2)String Potentiometers (2)
Excavate 12 in. deep around shaft
Angles bonded or anchored to shaft
String Potentiometers (2)
LVDTs with magnetic mounts (2)
Compression telltale pipes & rods
400 kip load cell
400 kip actuator & pump Barcode staff for digital survey level
28 strain gauges installed ea. shaft
(24×120 and 4×350 )
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Abaqus Finite Element Model of Test
Current model not fully functional
0
1
2
3
4
5
6
7
8
9
10
0 100 200 300 400 500
To
p D
Isp
lace
men
t (i
n)
Load (kips)
Load-Displacement Curve
18 in Shaft
24 in Shaft
Abaqus Simulation
46
Upcoming Project Tasks
Complete finite element modelling of the shafts and analysis of the load test data
Perform tension tests of shorter shafts at Spangler Geotechnical Laboratory
With input from TAC finalize selection of the resistance factors and verify them in upcoming tests
47