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CIVIL-706 - Time history non-linear analysis
EPFL-ENAC-SGC 2009 -1-
Non-linear time history analysisHysteretic models - accelerograms -
linearization methods
Ecole doctorale StructuresCIVIL-706 Advanced Earthquake Engineering
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Content
Equation of motion
Hysteretic models - Experimental tests
Numerical Modelling
Recorded/synthetic accelerograms
Equal Displacement Rule - Linearization
methods
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EPFL-ENAC-SGC 2009 -3-
Earthquake Engineering assessmentmethods
Non-linear time history computation is themost sophisticated method
non-linear
static dynamic
elastic
structure
action
EquivalentForce Method
ResponseSpectrum Meth.
Non-Linear
Dynamic
Pushover
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EPFL-ENAC-SGC 2009 -4-
Non-linear time history analysis
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EPFL-ENAC-SGC 2009 -5-
Content
Equation of motion
Hysteretic models - Experimental tests
Numerical Modelling
Recorded/synthetic accelerograms
Equal Displacement Rule - Linearization methods
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EPFL-ENAC-SGC 2009 -6-
Equation of motion
Single-Degree-of-Freedom (SDOF) System
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EPFL-ENAC-SGC 2009 -7-
Equation of motion
Linear case
Non-linear case
Non-linearity causes:- Coulomb damping force, R(x,xA) or other non-viscous
damping- Variable stiffness, FS(x)
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Equation of motion
Resolution
Numerical Method Linear Non-linearFourier (frequency domain resolution) X ( )
Step by step time domain integration:
- I n t e r polation of excitation X ( )-central difference-Newmark, Wilson
X
X
Models:
-hysteretic model- macro-model- fibres
Finite Elements X
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Content
Equation of motion
Hysteretic models - Experimental tests
Numerical Modelling
Recorded/synthetic accelerograms
Equal Displacement Rule - Linearization methods
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EPFL-ENAC-SGC 2009 -10-
Observed non-linear behaviour
Experimental tests on a RC wall
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EPFL-ENAC-SGC 2009 -11-
Observed non-linear behaviour
Experimental tests on a RC wall
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EPFL-ENAC-SGC 2009 -12-
Observed non-linear behaviour
RC wall hysteresis loop
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EPFL-ENAC-SGC 2009 -13-
Observed non-linear behaviour
Dynamic tests on URM wall (ElGawady, ETHZ-EPFL, 2004) rocking
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EPFL-ENAC-SGC 2009 -14-
Observed non-linear behaviour
Dynamic tests on URM wall (ElGawady, ETHZ-EPFL, 2004) rockingHysteresis loops few energy dissipation
-20
-10
0
10
20
-10.0 -5.0 0.0 5.0 10.0
dplacement relatif [mm]
force[kN]
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Observed non-linear behaviour
Static-cyclic tests on URM wall (ElGawady,EPFL, 2004) shear and sliding
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Observed non-linear behaviour
Static-cyclic tests on URM wall (ElGawady,EPFL, 2004) shear and slidingHysteresis loops larger energy dissipation
-50
-40
-30
-20
-10
0
10
20
30
40
50
-10 -5 0 5 10
dplacement relatif [mm]
force[kN]
relative displacement [mm]
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Observed non-linear behaviour
Concept of Ductility
Definition
deformation
force strength
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EPFL-ENAC-SGC 2009 -18-
Hysteretic models
Elastoplastic (bi-linear) modelF
x
K
K
1
1
K
1
rK1
M
x(t)
K
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Hysteretic models
Takeda model (behaviour for large loops)
M
x(t)
K
F
x
xeK0
K/K0 = f(xp/xe)
! (xp/xe)
xp
rK0
1
1
1
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Hysteretic models
Takeda model (behaviour for small loops)
F
x
AB
Rmin
RmaxR
X
petits cycles avec plastification
F
x
C
C
petites amplitudesSmall loops with plastic behaviour Small amplitudes
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EPFL-ENAC-SGC 2009 -21-
Hysteretic models
Takeda model - Account for stiffness degradation
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EPFL-ENAC-SGC 2009 -22-
Hysteretic models
Experimental Observations: crossing loops
relative displacement
force
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Hysteretic models
ModelF
x
K
K
K
1
1
1
! Fy
! FyFy
M
x(t)
K
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ETHZ dynamic tests
Comparison models with dynamic tests
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ETHZ dynamic tests
From the real building to the laboratory test setup
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ETHZ dynamic tests
Modelling of the test
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ETHZ dynamic tests
Tested RC walls
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ETHZ dynamic tests
EC 8-compatible synthetic ground motion
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EPFL-ENAC-SGC 2009 -29-
ETHZ dynamic tests
EC 8-compatible synthetic ground (table) motion
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ETHZ dynamic tests
Recorded relative displacements WDH3 & WDH5
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ETHZ dynamic tests
Recorded Hysteresis loops
WDH3
-200
-150
-100
-50
0
50
100
150
200
-80 -60 -40 -20 0 20 40 60 80
drel 3rd floor [mm]
Mbase[kNm
]
! ,m= 3.4
WDH5
-200
-150
-100
-50
0
50
100
150
200
-80 -60 -40 -20 0 20 40 60 80
drel 3rd floor [mm]
! ,m= 3.2
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Experimental/Model comparison
Time histories WDH3 (, EP models)!-model: f0=1.25 Hz; r=10%; xe=22 mm; !=0.35
-100
-50
0
50
100
0 5 10 15 time [s]
drel3
rdfloor[mm]
measured
computed
EP-model: f0=1.25 Hz; r=10%; xe=22 mm
-100
-50
0
50
100
0 5 10 15 time [s]
dre
l3
rdfloor[mm]
measured
computed
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Experimental/Model comparison
Time histories WDH3 (, Takeda models)
Takeda-model: f0=1.9 Hz; r=6%; xe=8.5 mm; !=0.35; "=0
-100
-50
0
50
100
0 5 10 15 time [s]
drel3
rdfloor[mm]
measured
computed
!-model: f0=1.25 Hz; r=10%; xe=22 mm; !=0.35
-100
-50
0
50
100
0 5 10 15 time [s]
drel3
rdfloor[mm]
measured
computed
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!-Model
-1
0
1
-80 -60 -40 -20 0 20 40 60 80
drel 3rd floor [mm]
M/Mmax;F/Fmax[-]
measured
computed
" ,p= 3.3
EP-Model
-1
0
1
-80 -60 -40 -20 0 20 40 60 80
drel 3rd
floor [mm]
M/Mmax;F/F
max[-]
measured
computed
! ,p= 3.5
Experimental/Model comparison
Hysteresis loops WDH3, ,m = 3.4 (, EP models)
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!-Model
-1
0
1
-80 -60 -40 -20 0 20 40 60 80
drel 3rd floor [mm]
M/Mmax;F/Fm
ax[-]
measured
computed
",p
= 3.3
Takeda-Model
-1
0
1
-80 -60 -40 -20 0 20 40 60 80
drel 3rd floor [mm]
M/Mmax;F/Fm
ax[-]
measured
computed
!,p= 8.8
Experimental/Model comparison
Hysteresis loops WDH3, ,m = 3.4 (, Takeda models)
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Experimental/Model comparison
Time histories WDH5 (, Takeda models)!-model: f0=1.25 Hz; r=25%; xe=24 mm; !=0.45
-100
-50
0
50
100
0 5 10 15 time [s]
drel3
rdfloor[mm]
measured
computed
Takeda-model: f0=1.25 Hz; r=25%; xe=24 mm; !=0; "=0
-100
-50
0
50
100
0 5 10 15 time [s]
drel3
rdfloor[mm]
measured
computed
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!-Model
-1
0
1
-80 -60 -40 -20 0 20 40 60 80
drel 3rd floor [mm]
M/Mmax;F/Fma
x[-]
measured
computed
" ,p= 3.0
Takeda-Model
-1
0
1
-80 -60 -40 -20 0 20 40 60 80
drel 3rd
floor [mm]
M/Mmax;F/Fmax[-]
measured
computed
!,p= 2.9
Experimental/Model comparison
Hysteresis loops WDH5, ,m
= 3.2 (, Takedamodels)
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Content
Equation of motion
Hysteretic models - Experimental tests
Numerical Modelling
Recorded/synthetic accelerograms
Equal Displacement Rule - Linearization methods
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Finite Element modelling
Macro-elements with hysteretic behaviour
(Reclosing of cracks)
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Finite Element modelling
Fibres semi-local models
2D beam elements(Bernoulli, Timoshenko)
1D material behaviour
BtonF
rettNon
Frett
01!
1! !O 2!
Perte de lenrobage
u0!
BBton en compressionton en compression"
!
Dformation
sE
"
Contrainte
v
v
v
v
Discrtisation en couches accoles
vvvvvvvvvvvvvv
ArmaturesBton dmeBton frett de bordsBton denrobage
Side by side layers discretization
Concretecover
Fretted sideconcrete
Innerconcrete
Rebars
Strain
Stress
Concrete in compression
Frettedconcrete
Nonfretted
concre
te
Lost of cover
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Finite Element modelling
Local models
3D elements
Smeared or discrete rebars
Too large computations for a whole structure fordynamic behaviour
Started to be usedfor construction elements
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Finite Element modelling
Ex: Grenoble City Hall building (El Arem, Desprez,
Kotronis, Mazars - ARVISE project)LxlxH =
43x12x52 m
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Finite Element modelling
Ex: Grenoble City Hall building (El Arem, Desprez,
Kotronis, Mazars - ARVISE project)Modelling:
- Slabs, prestressed beams and last floor walls linear
- Frames and walls non-linear
- Cast3M software- ~19000 elements
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Finite Element modelling
La Borderie concrete modelMenegotto-Pinto steel model
Ex: Grenoble City Hall building (El Arem, Desprez,
Kotronis, Mazars - ARVISE project)Multi-fibre modelling with sections following the rebar plans
- Concrete following the La Borderie damage model(progressive stiffness restoration during reclosing)
- Steel following the Menegotto-Pinto model
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Finite Element modelling
Ex: Grenoble City Hall building (El Arem, Desprez,
Kotronis, Mazars - ARVISE project)Linear validation using a weak earthquake recorded in the
structure
Correlation around 95%
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Finite Element modelling
Application to a strong earthquakeML=5.5 at 15 km simulated byEmpirical Greens Functions
including site effectsPGA=3.5 m/s2 (~LAquila April2009)
Traction damage in concrete
Some plastic rebars at the first
floor
Ex: Grenoble City Hall building (El Arem, Desprez,
Kotronis, Mazars - ARVISE project)
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Finite Element modelling
Drawback:
- 7250 command lines
- 60 hours of CPU time
- 120 Go data saved
Only for important structures
Ex: Grenoble City Hall building (El Arem, Desprez,
Kotronis, Mazars - ARVISE project)
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Content
Equation of motion Hysteretic models - Experimental tests
Numerical Modelling
Recorded/synthetic accelerograms
Equal Displacement Rule - Linearization methods
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Seismic loading
Ductility demand varies a lot with seismic loading
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Seismic loading
Recorded accelerograms
- real events- number limited but exponentially increasing- limited variability due to the limited recorded EQs- not conservative as design spectra
Synthetic
- stationnary simulation- non-stationnary simulation- conservative following
the design codes
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Seismic loading - Recordings
Strong motion networks- for engineering purposes (attenuation relationships, soilamplifications, site effects, structure monitoring)- in urbanized areas- on various soils- accelerometers (more noise, no clipping, broadband)
Seismological networks- for seismological purposes (source location, internal earthstudies)- in quiet areas
- on hard rock- velocimeters (more sensitive, clipping, short period orbroadband)
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Seismic loading - Recordings
Source: S. Godeyhttp://www.neries-eu.org/
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Seismic loading - Recordings
Where to find accelerometric data ? Selected datasets (CD or website):
Earthquake Strong Motion Collection (US and more)http://www.ngdc.noaa.gov/hazard/fliers/se-0308.shtml
European Strong Motion database (Ambraseys et al., 2002)http://www.isesd.cv.ic.ac.uk/ESD/
Alpine Accelerometric Database (2006)
Complete databases including recent events (websites with searchengines)
Worldwide: Center for engineering strong motion data includingCOSMOS (worldwide) http://www.strongmotioncenter.org/
Switzerland: http://seispc2.ethz.ch/strong_motion/home_en.jsp
France: RAP http://www-rap.obs.ujf-grenoble.fr
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Ground motion parameters
To classify or select ground motions for experimental
tests or modelling. To quantify the seismic demand in the design codes
Should represent the potential danger for structures
Peak Ground Acceleration (PGA) most commonly usedbut high frequency parameter
Now standardization from the accelerometric networks
(NERIES project http://www.neries-eu.org/)
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Ground motion parameters
Direct parameters based on acceleration:
Raw PGA (cm/s2) from unfiltered record
PGA (cm/s2) from filtered record at 0.1 Hz
Arias intensity AI (cm/s)
Trifunac duration TD (s)Cumulative Absolute Velocity CAV (cm/s)
Based on velocity or displacement:
PGV (cm/s) representative around 1 Hz
PGD (cm) above 1m/s2 low frequency parameter
AI="
2g[a(t)]2dt
0
#
$
TD = t95%
" t5%
t" #"
AI=
$
2g [a(t)]
2
dt0
t"
%
CAV= a(t) dt0
"
#
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Ground motion parameters
Spectral parameters computed for SDOF systems:
PSV (5%) (from 0.1Hz-50Hz) (cm/s)
Housner intensity or Response Spectrum Intensity(cm) found to be well correlated with ductilitydemand
Computed from PSV
PSA (5%)
PSD (5%)
IH=
Sv (5%,T)dT0.1
2.5
"
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Ground motion parameters
Macroseismic Intensity
Also estimating the ground motion amplitude
Based on people feelings, objects motion and damage
Only parameter available for strong historical earthquakes
Correlation with PGA exist (crude approximations)
Drawbacks:
Not fully objective
Circular definition (based on damage)
Not precise
Discrete values (fuzzy logic)
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Seismic loading
Recorded or synthetic accelerograms ?
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Seismic loading - Stationary simulation
SIMQKE softwareBased on random vibrations theory (Gasparini & Vanmarcke, 1976)
Time windows of an random stationary function
Poor quality simulation of real earthquakes
OK for linear behaviour, non-linear??
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Seismic loading - Stationary simulation
Poor quality simulation
of real EQ Non-varying frequency
content ( sinus)
Based on a statisticalrelationship betweenFourier and Response
spectra Random Phases
Time-envelope tosimulate non-stationarity
Iterations on Fourierspectrum to converge to
the target Responsespectrum
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Seismic loading - Non-stationary simulation
Sabetta & Pugliese method
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Seismic loading - Non-stationary simulation
Sabetta & Pugliese method
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Seismic loading - Non-stationary simulation
Sabetta & Pugliese method
Influence of magnitude (M)
- amplitude increases with M
- period of maximal amplitude increases with M
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Seismic loading - Non-stationary simulation
Sabetta & Pugliese method
Influence of epicentral distance (R)
- amplitude decreases with increasing R
- shape unchanged
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Seismic loading - Non-stationary simulation
Sabetta & Pugliese method
Influence of soil conditions (S)
- frequency/period shift between stiff and deep
- amplification for shallow
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Seismic loading - Non-stationary simulation
Sabetta & Pugliese method, compatible with
design spectra on average (SIA 261 Z3b soil A)
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Seismic loading - Non-stationary simulation
Sabetta & Pugliese method, compatible with
design spectra on average (SIA 261 Z3b soil E)
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Seismic loading - Comparison
Systematic comparison recorded/synthetic
Schwab & Lestuzzi (2007)
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Seismic loading - Comparison
9 recordings of ESMD
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Seismic loading - Comparison
Average response spectrum (green) and
design spectrum
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Seismic loading - Comparison
5 simulation
techniquesSIMQKE
SIMQKE withoutiterations
SIMQKE recorded
SIMQKE recordedwithout iterations
Sabetta & Pugliese
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Seismic loading - Comparison
Average spectra for 100 generated
accelerograms for each simulationtechnique
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Seismic loading - Comparison
SDOF results (various hysteretic models)
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Seismic loading - Comparison
MDOF results
confirms SDOF results
does not depend on the selected accelerograms in thesimulations
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Seismic loading - Comparison
Conclusions:
non-stationnary simulation performs clearly better
- ductility demand- energy demand
do not use convergence procedures
- lost of demand and variability- not conservative results
properly define target spectrum
- realistic
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Content
Equation of motion
Hysteretic models - Experimental tests
Numerical Modelling
Recorded/synthetic accelerograms
Equal Displacement Rule - Linearization
methods
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Linearization of non-linear behaviour
Which linear SDOF represents the best the
hysteretic behaviour ?- Main parameter: Period T
Which value ? Elastic (initial), intermediate or secant ?
- Also important: Damping Constant value ? Increasing value ?
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Linearization of non-linear behaviour
Experimental record
Elastic period
Intermediate period
and increased damping
Secant periodand increased damping
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Linearization of non-linear behaviour
Equal Displacement Relationship
Empirical statement (Veletsos & Newmark 1960)
Base of current seismic design codes
Many numerical/experimental evidences
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Linearization of non-linear behaviour
Equal Displacement Relationship does not work
at low periodsR--T relationships (EC8 approach)
e.g. so called Equal Energy Rule (actuallywrong)
Source: Fajfar, 1999
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Linearization of non-linear behaviour
ATC 40 approach
T is the secant stiffness
is a function of and T (many availablerelationships)
e.g. Dwairi et al. (2007):
Te= T
"e = "+C#1
$
"Te>1 C= 0.5
"Te# 1 C= 0.5+ 0.4 $(1% T
e)
&'(
More knowledge in the model, should be better onaverage and decrease the uncertainty
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Linearization of non-linear behaviour
Intermediate approach
T is an intermediate period function of
e.g. Iwan (1980)
is a function of and T
More parameters fitted from non-linear time historyanalyses. Again, more knowledge in the model,should be better on average and decrease the
uncertainty
Te= T "(1+ 0.121"(#1)
0.939)
"e= "+ 0.0587#($1)0.371
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Comparison of linearization methods
164 ground motions extracted from the ESM
database
- M>5
- PGA>0.6 m/s2
- Ep. D. free
4.5
5
5.5
6
6.5
7
7.5
8
0 20 40 60 80 100 120 140 160 180 200
Epicentral Distance [Km]
Magnitude
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Comparison of linearization methods
Methodology
Non-linear SDOF considered as the true responseDistribution of the error with respect to the non-linear maximum
response
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Linearization of non-linear behaviour
Comparison on average (bias)
All methods diverge more or less at low periods
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Linearization of non-linear behaviour
Comparison of variability
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Linearization of non-linear behaviour
Comparison good estimates (less than 30%
error)
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Conclusion
Seismic loading implies taking into account many new
parameters due to the dynamic behaviour
Best available tool=experimental tests
Simplified numerical implementation validated using tests
Synthetic accelerograms do not always represent real
seismic loading - Variability has to be considered
Linearization of non-linear behaviour is a crude but
necessary approximation for design and assessment
Not possible at low periods