8.Mauro Dolce Vulnerability x
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seismic intensities in the a!ected area. %n the contrary mechanical models may beused to analyse any type of building for anyseismic intensity. 'o"ever they reCect the building response according to the modelor to the seismic code and not to the real seismic behaviour, and "ithoutdi!erentiating bet"een partial and total collapses.
The $rst systematic attempt to codify the seismic vulnerability of buildings
completely from epert &udgment "as made by the :pplied Technology *ouncil,providing DM for ?2 engineering facility classes, 48 of "hich "ere relevant tobuildings (:T*0@, 012?. )n this case dra"backs arise from the lack of any directcheck or derivation "ith reality, apart from the eperience cumulated by the epert.'ence recent approaches have also considered the possibility of hybrid techniques,"hen empirical observations are used to condition mechanical vulnerabilityevaluations +appos et al. 01169.
:nother important di!erence among methods is the number of buildings themodel refers to. This is strictly related to the accuracy of the building informationrequired in the model. )t is possible to epressvulnerability &ust for one building. )n this case a detailed building representation isrequired and an accurate prediction is epected. The data collection is quite
cumbersome since the eact geometry andmost of the structural details, as "ell as the material properties, are required to bekno"n. Eor instance inB* buildings the size and position of beams and columns, reinforcement details,concrete and steelstrengths are required to make reliable models. This procedure is not obviouslyapplicable "hen theresponse of a huge number of buildings is to be predicted. )n this case, according tohuman resources, onlythe most important parameters can be collected. 'ence models have to be,necessarily, more simpli$edand, consequently, less accurate. )n this case similar buildings are often grouped in
classes of buildings and the same model refers to all the buildings belonging to thesame class. 'ence "ithin the same class, one building is not distinguishable fromanother.
This means that "hen performing loss analysis at di!erent scale of analysis(single building, local or territorial scale it is not possible to operate "ith the samevulnerability method. %n the other hand,usually, a multi;level approach is introduced, "here progressively more accuratemethods are used as thenumber of buildings to be investigated decreases. :s an eample in Bisk;< pro&ect+Fagomarsino andGiovinazzi, 78869 t"o di!erent approaches have been proposed# a ) level approachto be used "ith macroseismic intensity hazard scenarios and a )) level approach,
mechanical;based, for G: and responsespectra hazard scenarios. %ther eamples may be found in +Goretti et al., 788?5Grant et al., 788?, *osenza et al., 78839. )n the distinction bet"een model accuracyand data required, the problem of uncertainty of the model has seldom beaddressed. )n other "ords, in practice models have been selected and data havebeen collected based on personal eperience, "ithout any study on the bene$t of introducing or removing several parameters in the model "ith respect to the desiredaccuracy of the prediction.
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:nother important distinction has to be made bet"een primary and secondaryvulnerability +Di asquale and Goretti, 78809. >hile primary vulnerability providesthe probability of su!ering a physical damage conditional to building type andseismic intensity, secondary vulnerability provides the probability of losses(economic, functional, etc given the building type and the su!ered damage. Theconvolution of the primary and the secondary vulnerability provides the total
vulnerability that is the building susceptibility to su!er losses from earthquakes.Some models provide the only primary vulnerability, some others provide the totalvulnerability. )t is the case, for eample, of the etrini model +Guagenti and etrini01219, that provides the mean relative economic loss due to the earthquake.
Sometimes in loss assessment the model used for the primary and secondaryvulnerability are provided by di!erent authors. )n this case it is important to checkthe internal consistency of the model. )thas been sho"n +Di asquale and Goretti, 78809 that the secondary vulnerabilitymay signi$cantly di!ers"hen di!erent measures of physical damage are considered# the mean damage tovertical bearing structures, the maimum damage to vertical bearing structures or amean structural damage that takes into
account a "eighted sum of the damage su!ered by each building structuralcomponent. 'ence it happensthat it is not possible to couple a primary vulnerability model "ith a secondaryvulnerability model, if thedamage measures are not the same. 'o"ever, this simple and quite obviousconcept has been oftendisregarded in applications.
Several other important di!erences among eisting models regard thedamage variable and theintensity variable. Aoth can be discrete or continuous. <ample of discrete damage;discrete intensitymodels are the so;called DMs +Araga et al., 01279, "here damage ranges usually
bet"een 8 (no damageto 3 (the total collapse, and intensity is epressed in terms of macroseismicintensity ranging fro H to I)).
The numerous di!erent macroseismic scales that have been used in the pastto assess vulnerability (M*S, MM, MS, <MS12 further complicate a comparisonbet"een di!erent methods. :n eample of discrete damage;continuous intensitymodel is the one presented in +Bota et al., 78869 "here the intensity measure isepressed in terms of G:. : continuous damage;continuous intensity model is theetrini model, "here G: is correlated "ith the relative economic cost, ranging fro 8to 0. %ther eamples of intensity measures used in vulnerability models are GH,:rias intensity +Sabetta et al., 01129, spectral accelerations +Goretti et al., 78869,spectral displacements +*alvi, 0111, *ro"ley et al., 78849, etc.
Damage is usual considered as a scalar quantity (that is damage to the "holestructure, damage tothe vertical bearing structure, etc.. )n some analysis the damage is considered avectorial quantity (damage to structural components and damage to non structuralcomponents. )n this case, each quantity is usually derived independently from theother. )n some cases, a &oint probability function has been proposed to represent thebuilding vulnerability, although this complicates considerably the analysis. )n somecases even the secondary vulnerability has been epressed in term of a damage
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vector, providing the building unusability probability given the su!ered structuraland non structural damage +Di asquale and Goretti, 78809.
Becently a Macroseismic method has been derived +Fagomarsino andGiovinazzi, 78869 from the de$nitions provided by the <MS;12 macroseismic scale.
The method provides DM=s for building types, translating the de$nitions providedby the <MS;12 scale to identify the intensity degree from the damage su!ered by
buildings. This has been done by the use of the Euzzy Set Theory and of therobability Theory. The model has the positive feature of providing a uniqueapproach suitable for all <uropean regions, ho"ever it enforces the building types tobehave according to the <MS12 scale and often this has been proved not to be thecase +Ma!ei et al., 78869.
)n conclusion since vulnerability deals "ith the problem of predicting the realdamage to structural and non structural components in many building types "hena!ected by an increasing intensity measures, it is inevitably an argument still openfor research. >hat is reputed necessary in applications is that the parameters usedto epress hazard should be suitable for an eJcient building responserepresentation and that the number of the building type information should beconsistent "ith the model accuracy and "ith the resources needed to collect data.
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