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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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    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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    Non-linear time history analysis

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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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    Equation of motion

    Single-Degree-of-Freedom (SDOF) System

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    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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    Observed non-linear behaviour

    Experimental tests on a RC wall

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    Observed non-linear behaviour

    RC wall hysteresis loop

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    Observed non-linear behaviour

    Dynamic tests on URM wall (ElGawady, ETHZ-EPFL, 2004) rocking

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    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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    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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    Hysteretic models

    Takeda model - Account for stiffness degradation

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    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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    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