ABSTRACT
Existing masonry buildings show significant vulnerability to seismic sequences. This topic has so far received limited attention, concentrated on simplified simulations of the global response, governed by in-plane wall behaviour, or on a very detailed representation of monumental buildings. This paper looks at the out-of-plane response of an ordinary-building wall restrained by an elastoplastic tie-rod under Italian seismic sequence conditions. A recently proposed model is extended to account for a flexible interface defined by its compressive strength and stiffness. Response to 30 series of four events belonging to six seismic sequences shows limited damage accumulation in most cases, with most hysteretic energy dissipated in a single plastic cycle. In these cases, we find a strong correlation between the maximum rotation and intensity measures such as peak ground acceleration, peak ground velocity and acceleration spectrum intensity. This suggests that current hazard studies are adequate and that design can be based on the features of the maximum event expected. However, exceptions are noticed for the 2016 Central Italy Earthquakes, in which the considered sequence is made of multiple mainshocks inducing significant damage accumulation, but can still be resolved by a practitioner resorting to equivalent static procedures by reducing the commonly assumed behaviour factor.
1. Introduction
Existing masonry buildings all over the world exhibit significant vulnerability to earthquakes, especially under the effect of seismic sequences in which damage accumulation and reduction of the residual capacity may lead to the occurrence of serious damage or even structural collapse. Such effects have been observed during several earthquakes, e.g. the Canterbury Earthquakes of 2010–2012 (Moon et al. Citation2014) and the Central Italy Earthquakes of 2016 (Mollaioli et al. Citation2018; Sorrentino et al. Citation2019b).
The effect of cumulated damage in unreinforced masonry constructions has been investigated in few analytical studies. Casolo (Citation2017) examines the out-of-plane effect of strong-ground-motion sequences on the main façade of two monumental churches, resorting to a multiple-degree-of-freedom discrete model consisting of rigid elements connected by elastoplastic joints. The hysteretic behaviour is concentrated in the connection joints and is expressed by means of moment–curvature relations with stiffness and strength degradation. With reference to four Italian sequences, response is found to be affected by the relationship between the effective period of vibration, which increases for the effect of damage, and the spectral content of the aftershocks as observed also for other structural materials (Iervolino et al. Citation2017). Moreover, a threshold of seismic demand is proposed, based on Housner Intensity.
The global response of ordinary masonry buildings governed by in-plane wall behaviour is studied by Mouyiannou et al. (Citation2014), using single-degree-of-freedom (SDOF) systems. The authors propose a procedure to derive state-dependent fragility curves for three different limit states. The curves are calculated both in terms of peak ground acceleration (PGA) and Modified Housner Intensity, the latter proving better correlated to damage evolution.
Global response is also analysed by Rinaldin and Amadio (Citation2018), who perform non-linear time-history analyses of SDOF systems with given hysteretic characteristics under 10 international sequences. Results are used to estimate a correction coefficient of the behaviour factor to be adopted in elastic force-based design.
Both Mouyiannou et al. (Citation2014) and Rinaldin and Amadio (Citation2018) disregard the out-of-plane response of ordinary buildings because it is considered to be virtually independent of the effect of cumulative damage, being governed by rocking behaviour with slight degradation associated with repeated oscillations. Such a statement does not account for the presence of tie-rods, a typical intervention to improve the out-of-plane performance of perimeter walls (Calderini, Piccardo, and Vecchiattini Citation2019; Calderini et al. Citation2016; Cescatti, Da Porto, and Modena Citation2019; Cescatti et al. Citation2016; Sorrentino et al. Citation2019a). Recently, the effectiveness of steel ties has been confirmed by shake-table tests (Magenes et al. Citation2014; Penna et al. Citation2016), provided that masonry disintegration does not occur (De Felice Citation2011; Liberatore et al. Citation2016). These steel elements frequently yield under severe ground motion and accumulate permanent displacements, therefore being potentially sensitive to sequence effects.
In the present study, a model of a SDOF masonry wall restrained by an elastoplastic tie-rod, recently proposed (AlShawa, Liberatore, and Sorrentino Citation2019) and here further developed, is used to study the out-of-plane response to Italian seismic sequences. The novelty of the model lies in the introduction of a flexible base interface of given compressive strength and whose stiffness is varied parametrically. Results are presented in terms of maximum rotation and hysteretic energy dissipated by the tie-rod. Several ground motion intensity measures are investigated, along with correlations between different response parameters. Moreover, possible effects of degradation of steel strength are studied. Finally, considerations about the role of sequences on equivalent-static tie-rod design procedures are discussed.
2. Analytical model
A dynamic model was recently presented of a monolithic wall of finite thickness, which is free to rotate on one side only (due to the presence of transverse structures) and restrained by an elastoplastic tie having limited displacement capacity () (AlShawa, Liberatore, and Sorrentino Citation2019). The tie can be located at any point along wall height, no sliding occurs because of sufficient friction. Following contributions by Costa et al. (Citation2013) and Mehrotra and DeJong (Citation2018), the model was further developed by accounting for a flexible base interface of given compressive strength.
Hence, assuming only counter-clockwise angular displacements, the equation of motion becomes:
where θ = wall angular displacement () and dot denoting time derivative, and = vertical and horizontal ground motion acceleration, respectively, = frequency parameter, m = mass of the wall, = distance between centroid G and wall geometrical corner O, g = gravity acceleration, = polar moment of inertia of the wall with respect to indented hinge O’:
= polar moment of inertia of the wall with respect to its centroid G, Rθ = distance between centroid G and indented hinge O’:
where α =arctan (B/H), B = thickness of the wall, H = height of the wall, and following above-mentioned studies = inward shift of the indented hinge O’:
where kn = interface normal stiffness, Lh = hinge length, coincident with the wall length if no opening is present (Lh = 1.0 m is assumed hereinafter), fm = masonry compressive strength. The rotation identifying a fully compressed base () is:
while the rotation identifying a cracked base under compressive stress smaller than fm is:
In the following, kn has been assumed equal to 6 MPa/mm. The influence of this parameter is discussed in § 4.2.
Going back to Eq. (1), and following the approach by Mehrotra and DeJong (Citation2018):
When θ = 0 the wall hits the base and the transversal structures. Energy dissipation is associated with this impact and a reduction coefficient, , is applied to the angular velocity before the impact, which becomes the initial condition for the next cycle. Assuming conservation of angular momentum, as done by Housner (Citation1963) for two-sided rocking, the velocity-reduction coefficient can be determined, for one-sided rocking being equal to:
where = polar moment of inertia of the wall with respect to wall geometrical corner O. The 1.05 coefficient was determined experimentally by Sorrentino, AlShawa, and Decanini (Citation2011). An alternative approach can be based on the use of a properly calibrated equivalent viscous damping coefficient (Tomassetti et al. Citation2019), which could also incorporate energy dissipation associated with the horizontal restraint (Giresini, Sassu, and Sorrentino Citation2018).
Concerning the tie force, it is considered horizontal throughout the analysis. However, the position A of its wall anchor () is updated, accounting for finite displacements. The tie axial force is defined by the following parameters: Fy = force at yield, Ht = vertical distance between A and O (), χ =time-varying tie force normalised by yield force ():
εt = tie dilation:
where F0 = prestress force, Lt = length of undeformed tie, εy = steel deformation at yield, εmax = maximum dilation reached up to time t in the analysis, εr = εmax−εy, residual deformation up to time t in the analysis, εu = steel ultimate deformation.
3. Model and ground motion features
3.1. Walls characteristics
Four walls are considered, the same as in AlShawa, Liberatore, and Sorrentino (Citation2019), of different aspect ratio and size. A three-leaf uncut-stone masonry was assumed as reference material, but additional analyses were performed with cut-stone masonry with good bond. Material properties are reported in and are in accordance with the Commentary to the Italian Building Code (CMIT Citation2009).
As customary in Italian technical literature (Cangi, Caraboni, and De Maria Citation2010; Giuffrè Citation1993; Munari et al. Citation2010), the tie is designed according to a force-based procedure based on the Commentary to the Italian Building Code (CMIT Citation2009), in order to get the following horizontal collapse load multiplier:
where ag = ground acceleration corresponding to the life safety limit state in a horizontal rock site, S = site response coefficient (related to topographic and stratigraphic settings), CF = confidence factor, e* = participating mass factor, q = behaviour factor. The following values were assumed as in AlShawa, Liberatore, and Sorrentino (Citation2019): ag = 0.26 g, S = 1.33, CF = 1.00, e* = 1.00 (as for a monolithic wall according to the Italian standard (Sorrentino et al. Citation2017)), q = 2.00 (according to the Commentary to the Italian Building Code (CMIT Citation2009)).
The tie force, Fy, granting the load multiplier α0 is equal to:
where the hinge indentation u is usually assumed equal to:
with fd being the masonry design compressive strength:
and γm = material partial safety factor. In the following, it is assumed γm = 2.0, according to the recommendation of Italian Building Code (DMI Citation2008) in the case of seismic design. Eq. (13) is the same as the third line of Eq. (4) but for the factor values and the 0.85 coefficient, applied to the masonry compressive strength.
The tie cross-section area, At, related to Eq. (12) is equal to:
where fy = steel yield strength. In the following fy = 223.8 MPa and εu = 0.20 were assumed. Tie-rod area is different for walls of the same geometry but with different tie-rod heights. Ties features are kept constant for all seismic sequences, despite such seismic events occurring in different regions and having different return periods, hence being related to a seismicity different from the one assumed in the tie design.
3.2. Ground motion sequences
It is well known that the issue of record selection is a complex one. Many features must be taken into account, as source type, site conditions and different intensity parameters. This complexity increases when dealing with sequences rather than a single shock. In this regard, no internationally established criteria exist for the selection of ground motion sequences. Since the structural assemblies studied herein are representative of situations typical of Italy areas, in terms of both masonry characteristics and tie design assumptions, Italian earthquakes were considered. Starting from this premise, the choice was led by the availability of records belonging to sequences in which the strongest event had a magnitude Mw of at least 6.0. In the last half century, the following earthquakes were found to possess these characteristics: Friuli 1976 (Cheloni et al. Citation2012), Irpinia 1980 (Bernard and Zollo Citation1989), Umbria–Marche 1997 (Decanini, Gavarini, and Mollaioli Citation2000), L’Aquila 2009 (Decanini, Liberatore, and Mollaioli Citation2012), Emilia 2012 (Iervolino, De Luca, and Chioccarelli Citation2012), Central Italy 2016 (Mollaioli et al. Citation2018). These earthquakes were all produced by normal or reverse fault mechanisms.
It should be noted that in many parts of Italy complex fault systems exist and, consequently, earthquakes usually occur as a cluster. This feature is mainly due to the initial rupture, which causes the first earthquake, not usually relieving all accumulated strain but producing high stresses at different locations of the fault system, which in turn may cause sequential ruptures leading to multiple earthquakes. In other words, the energy released after a mainshock event in a certain fault could trigger another mainshock in a nearby fault that could affect the same region. In this case, a sequence of earthquakes may be observed from proximate fault segments, different from the classic earthquake sequence defined as fore-, main-, and after-shocks. The selected dataset includes events belonging to both types of sequences.
All the records in the sequences (, ), which were retrieved from the ITACA database (Luzi, Pacor, and Puglia Citation2017), were selected to comply with the following conditions: (1) there is sufficient geological and geotechnical information at the recording station; (2) the magnitude of each event of the sequences is not less than 3.7; (3) the ground motion was recorded possibly at a free field station, or at the ground level of a building so as to avoid possible effects due to soil-structure-foundation interaction; (4) all sequences have four events; (5) the selection of four events for each earthquake is based on Peak Ground Velocity (PGV) values, since this parameter is considered to be adequately correlated with damage; the four events with the largest PGV are, therefore, included in each sequence (). In order to meet the last criterion, the events considered for a given station are not the same for all stations affected by the earthquakes. For instance, with reference to the Friuli earthquake, accelerograms considered for the FRC station are those recorded during events d, f, g and h, whereas events a, b, c and d are those considered for the TLM1 station (see ).
It is worth noting that no other Italian earthquakes with the above characteristics were found other than those used in this study. The suite of records covers a range of magnitudes between 3.7 and 6.9. The aftershock records usually do not have significant long-period spectral content, being characterised by lower magnitudes. This is not the case when the records belong to a sequence with more than one mainshock.
In all cases, a time buffer of 20 s is used between the earthquake records that are applied in series. The reason for using this time buffer between successive records is to ensure that the structural behaviour under the subsequent earthquake is not influenced by any remaining dynamic action due to the previous earthquake.
4. Analysis results
4.1. Parametric analyses
A parametric analysis was performed, considering: two types of masonry (), four wall geometries obtained varying the H/B ratio and the wall thickness (H/B = 8 and 12, B = 0.6 m and 0.9 m), six tie-rod normalised heights Ht/H () varying from 0.5 to 1, and 30 accelerograms (15 stations, 2 components, ). For each wall and for each component recorded at a station, two time-history analyses were performed: the first one considering only the main event, which is not necessarily the first one in the sequence, and the second analysis considering the sequence of four events. In the latter case, to study the effect of the sequence, the results were examined after the first event, then considering the cumulated effect of the first and the second events and so on up to the complete sequence of four events.
The results for the East component of the GMN record (1976 Friuli Earthquake) are plotted in , where the role of the seismic sequence is shown for each of the four walls considered and for different tie-rod normalised heights, Ht/H. The response is expressed in terms of normalised maximum rotation, θmax/α, and the elastic (E), plastic (P) or failure (F) tie-rod response is reported by means of a letter on top of each bar. The bars represent the sequence progression: just event 1 for the first bar, a partial sequence of events 1 and 2 for the second bar, then a partial sequence of events from 1 to 3, or the complete sequence of events from 1 to 4. In the case of East-West component of the accelerograms recorded during the 1976 Gemona sequence in Friuli, we can observe that during the first two events the tie-rod remained elastic, while it became plastic for the last two with the walls experiencing rather large rotations. However, this behaviour is not systematic because, in other sequences, such as that in recorded in Valle Aterno during the 2009 L’Aquila Earthquake, the first event is the one inducing the maximum rotation, with later shaking only marginally increasing or not increasing at all the response. It is worth emphasising that each bar in and in shows the largest rotation occurred in the (partial or complete) sequence (), not just the largest rotation in the last event of the sequence, considered by itself.
4.2. Influence of the interface normal stiffness
As mentioned above, the model proposed in this study adopts a deformable interface at the wall base, following recent research by Costa et al. (Citation2013) and Mehrotra and DeJong (Citation2018). In the analyses, interface normal stiffness kn was set equal to 6 MPa/mm, which is the largest value investigated by Costa et al. (Citation2013). This value is still rather low because, assuming a large joint thickness of 30 mm, Young’s modulus as low as 180 MPa is necessary to get kn = 6 MPa/mm. It is worth mentioning that after analysing rather poor historical mortars, the lowest value of Young’s modulus reported by Mirabile Gattia et al. (Citation2019) is 232 MPa. Researches on tuff masonry reviewed by Marotta, Liberatore, and Sorrentino (Citation2016) reported mortar elastic moduli in excess of 1500 MPa. Therefore, to investigate the influence of parameter kn, the analyses were repeated also assuming kn equal to 0.6, 2.0, 4.0, 75 and 500 MPa/mm.
In ) the moment rotation law of an unrestrained wall is shown, varying the base flexible interface stiffness kn. It is evident that for the lower figures among those investigated, there is an evident deviation from the bilinear curve of a rigid wall, with a smoothening effect increasing with decreasing kn. If a tie-rod is introduced (), the role of interface stiffness is similar but, related to the largest moment, less relevant. This behaviour is shown in , which highlights how kn has no systematic effect on wall maximum rotation, thus downplaying the relevance of this uncertain parameter on tie-rod design or on restrained-wall assessment.
4.3. Low-cycle fatigue effects
It is well known that when steel experiences large inelastic cyclic deformations, like those which can be caused by earthquake-induced forces, cyclic degradation phenomena can occur. According to Panthaki (Citation1992), an earthquake load can result in 2 to 10 full cycles for common structures, and up to 30 cycles for structures with high natural frequencies. Therefore, the degradation effect may be ascribed to the so-called ultra-low-cycle fatigue phenomenon. In this case, the number of cycles is less important than the extension of the plastic deformations range.
To investigate possible effects due to cyclic degradation in the steel tie, the time-history analyses were repeated for the three-leaf uncut-stone masonry walls, introducing in the steel constitutive model a low-cycle fatigue law. Several fatigue-life models were proposed to predict the effect of low-cycle fatigue on steel elements. These models are usually defined in terms of total or plastic strain as a function of the number of cycles leading to failure. One of the main shortcomings of most existing formulations is that they require regular cycles to predict material failure (Martinez et al. Citation2015). However, the response of structures to earthquakes is not regular, with frequencies and amplitudes varying at each cycle. To overcome this drawback, approaches were proposed based on accumulated plastic strain experienced by the material throughout the loading history (e.g. Mendes and Castro Citation2014) or on the energy dissipated during the cyclic process (Martinez et al. Citation2015).
In this study, the approach suggested by Mendes and Castro (Citation2014) is used. In the model, the ultra-low-cyclic fatigue effect is taken into account by means of reduction factor, , applied to yield strength at the end of each cycle and expressed as:
where is the accumulated plastic strain experienced by the tie at the end of the cycle, is the value of the accumulated plastic strain at failure, and are parameters which control the fatigue evolution. The model parameters were set as follows: , and = 0.5, which, compared to those suggested by Mendes and Castro (Citation2014), are somewhat conservative. Clearly, when , the steel tie breaks and must be set equal to zero.
The severity factor, which takes into account that for the same level of accumulated plastic strain, larger plastic cycle amplitudes induce higher fatigue-type damage, is not considered in this study because, as suggested by Mendes and Castro (Citation2014), it should be applied only in the presence of effective load reversals, in which the stress changes from tension to compression. Such reversals do not occur in the present case because, due to wall restraint conditions, the tie is never compressed.
The calculated yield stress reduction factor, , ranges from 0.84 to 1, being 1 when steel remains in the elastic range. It is worth noting that the factor is less than 0.90 only in 3% of the analysed cases, whereas it is greater than 0.95 in 80% of cases. This is due to the fact that the number of cycles performed in the plastic range, and therefore the accumulated plastic strain, is somewhat low in the cases at hand.
The maximum reduction of the yield stress is obtained with the GMN sequence (), where = 0.84. In this case, the rod elongation () increases slightly, leading to a marginal increase in the maximum normalised rotation (). However, the maximum effect on wall rotation is related to the AMT station (), where = 0.88 and θmax/α = 0.47, which is noticeably greater than the value obtained with no consideration of the fatigue effect (θmax/α = 0.20). This large difference is due to the fact that yield stress reduction leads to the occurrence of a third cycle, with the consequent increase of the strain in the tie-rod ().
However, in most cases, the effect of tie degradation on wall rotations is limited. In fact, in 93% of cases, the rotation increase, if present, is less than 5%, and in no case did the fatigue phenomenon lead to tie-rod failure or to overturning of the wall.
4.4. Correlation to intensity measures
Maximum rotations were compared with most intensity measures considered by Mollaioli et al. (Citation2013), excluding only those related to a specific period of vibration of a linear-viscous-elastic oscillator. A sample plot, assuming a log-log scale, is presented in for PGA and PGV, considering three-leaf uncut-stone masonry. Each marker in the plots is related to a wall geometry, a tie-rod height, a station, and a component, while the intensity measure is computed over the (partial or complete) sequence of events (1 alone, 1–2, 1–3, 1–4). The only exception is the significant duration, td, and related intensity measures, with this duration defined as:
where t| is the time instant of the accelerogram identifying the attainment of 95% and 5% of Arias Intensity, AI, defined as:
where tf = record duration.
If td is computed for the (partial or complete) sequence its value is sensitive to the time buffer included between two events. Therefore, td was computed for each event independently, and then individual values were summed up for the sequence under consideration.
In , intensity measures were compared in terms of the best coefficient of determination, R2, which can be computed using different regression equations to predict maximum rotation, as in . It is evident that the best intensity measures are PGA, PGV and ASI (acceleration spectrum intensity), defined as:
where Spa = spectral pseudo-acceleration at period of vibration T of a 5% damped linear-elastic oscillator.
Almost coincident results are obtained if the same analyses are repeated assuming cut-stone masonry with good bond. Finally, it is worth mentioning that a coefficient of determination as large as 0.69 is obtained when considering an intensity measure equal to PGA2∙PGV3.
4.5. Code considerations
None of the three above-mentioned parameters (PGA, PGV and ASI) is related to a building up during a time history or a sequence of time histories, but rather to single (PGA, PGV) or integral (ASI) maximum values. Therefore, the wall restrained by a tie-rod seems marginally sensitive to a sequence of events and very sensitive to maximum values, either occurring in a single event or within a sequence of events.
In order to investigate this behaviour, hysteretic energy VTR,H dissipated by the tie-rod during a (partial or complete) sequence is normalised by the sum of wall potential energy VW and tie-rod elastic potential energy VTR,E:
where is now evaluated for the complete time history, Es = steel Young’s modulus, equal to 210 GPa in all analyses. A plot for a given sequence is shown in , which is qualitatively similar to . Most hysteretic energy is dissipated in a concentrated fashion when maximum rotation occurs, rather than continuously along the entire time history. This behaviour is almost systematic, as shown in , with the energy dissipated in the largest plastic cycle, VTR,H1, accounting on average for 73% of all hysteretic energy. Additionally, it is possible to observe that in most cases the largest plastic cycle occurs when PGA occurs, and, even more, when PGV occurs, as shown in . The most notable exception is given by the 2016 Central Italy Earthquakes, characterised by distinct mainshocks. If this sequence is removed from the regression, the coefficient of determination rises from 0.49 to 0.91, for PGA, and 0.74 to 0.92 for PGV.
In order to further investigate the 2016 Central Italy Earthquakes, the maximum rotation associated with the single event having the largest PGA or the largest PGV is compared to the maximum rotation experienced during the complete sequence (). It is possible to observe that the consideration of a single event leads to an underestimation of the actual rotation demand by up to 50%, emphasising again how severe the damage accumulation was in 2016 (Sorrentino et al. Citation2018a).
With just this exception, the results presented suggest that the design performed for maximum expected values is sound also with most Italian sequences and does not impose on practitioners the need to perform nonlinear dynamic analyses, with damage accumulation, to account for seismicity involving sequences of events. Of course, this behaviour is related to the features of the model investigated, with masonry accumulating no damage. The investigation of different configurations (Casolo Citation2017) may lead to substantially different results.
On the contrary, if a sequence of mainshocks is predicted by hazard studies, a possible alternative to performing non-linear time-history analyses is the use of a reduced behaviour factor, according to the approach adopted by Rinaldin and Amadio (Citation2018). In , the maximum rotation on the vertical axis is related to ties designed assuming behaviour factor q = 1.5 and a full sequence, accounting for a hazard where multiple mainshocks are predicted, whereas, on the horizontal axis, the maximum rotation is related to ties designed assuming behaviour factor q = 2.0 and a single event, accounting for a hazard where a single mainshock is predicted. It is possible to observe that rotation demands are now much closer than in .
5. Conclusions
Seismic sequences can severely affect unreinforced masonry constructions. Whereas, up to date, only studies on the global response, governed by in-plane behaviour, are available in the literature, together with studies on the out-of-plane response of monumental church façades, this paper investigates the out-of-plane behaviour of ordinary masonry walls restrained by an elastoplastic tie-rod. A recently proposed model, capturing the dynamic behaviour of a single-degree-of-freedom monolithic panel, has been updated to account for a masonry base flexible interface defined by compressive strength and stiffness, and for steel strength degradation due to ultra-low-cycle fatigue.
The model is used to represent four-wall geometries, two masonry types, six values of base interface stiffness, while six tie-rod locations along the height are considered, with or without yield strength degradation. These restrained walls are shaken by 30 sequences, each of four events belonging to six Italian seismic sequences.
The results show that the role of interface stiffness is secondary and not systematic because the wall response takes advantage of the presence of the tie-rod. Fatigue-related strength reduction has a negligible impact on most sequences, because no load reversals occur in the steel tie. However, in very limited cases, a substantial increase in maximum rotation was observed.
Most of the 30 sequences used to excite the model induce limited damage accumulation in the tie-rod, because an average of 73% of hysteretic energy is dissipated in one large plastic cycle. Consequently, maximum rotation is strongly correlated to ground motion intensity measures related to single (peak ground acceleration and velocity) or integral (acceleration spectrum intensity) maximum values. Therefore, with reference to most of the considered earthquakes, the current hazard definition is adequate for the assessment of out-of-plane response of ordinary masonry buildings.
The only significant exception is represented by the 2016 Central Italy Earthquakes, where correlation with the previously mentioned intensity measures is weaker because of larger damage accumulation. In such cases, a reduced behaviour factor can be used in the design, sparing expensive non-linear time history analyses, provided that hazard studies account for sequences of multiple earthquakes and not just maximum events.
It is worthwhile to underline that the results presented in this study are obtained considering 30 sequences made of accelerograms recorded in Italy. Therefore, design indications are not valid for areas having different seismicity.
Future research should involve extensions of the presented model, accounting for degradation of masonry at wall anchor, in order to capture damage accumulation in the masonry and not only in the steel.
Aknowledgements
This work was partially carried out under the programs “Dipartimento della Protezione Civile – Consorzio RELUIS”. The opinions expressed in this publication are those of the authors and are not necessarily endorsed by the Dipartimento della Protezione Civile.
Disclosure statement
No potential conflict of interest was reported by the authors.
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