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Definition of fragility curves through nonlinear static analyses: procedure and application to a mixed masonry-RC building stock

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Abstract

Seismic risk analyses at large scale represents a fundamental support to effective mitigation policies. Evaluating fragility curves able to capture the huge variety of existing buildings is one key point of this analysis. Within this context, this paper proposes a procedure for the evaluation of the fragility curves that aims to limit the computational effort without losing the reliability of the achieved results. This is reached through the execution of a limited number of nonlinear static procedures based on the use of the sensitivity analysis carried out according to the simplified star design with central point approach. The main strength of the procedure is the ability to explicitly quantify the various contributions of uncertainty to the dispersion, associated to those on the structural capacity (taking into account both aleatory and epistemic sources) and on the seismic input. As known, the adoption of a nonlinear static approach for the seismic assessment implies various assumptions, such as the load pattern applied, the criteria adopted to compare the capacity and the demand, and the definition of the damage levels. All these issues potentially affect the reliability of the final fragility curves, which are defined through a proper combination of such various options or they can be selected based on the ones more representative of the expected behaviour of the class. To improve this aspect, the evidences from nonlinear dynamic analyses are used. The feasibility and effectiveness of the procedure is duly demonstrated in this paper through its application to a building stock typology, consisting of existing mixed masonry-reinforced concrete structures, representative of one of the largest portions of the existing residential buildings in Lisbon. The attention is focused only to the global in-plane behaviour by adopting as modelling approach the equivalent frame method, that has been proven particularly efficient and accurate enough in representing the nonlinear behaviour of the examined structures.

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References

  • 3Muri Program, S.T.A.DATA s.r.l., release 5.0.4

  • Anthoine A, Magonette G, Magenes G (1995) Shear-compression testing and analysis of brick masonry walls 1995. In: Proceedings of 10th European conference on earthquake engineering, Wien

  • Araújo M, Macedo L, Marques M, Castro JM (2016) Code-based record selection methods for seismic performance assessment of buildings. J Earthq Eng Struct Dyn 45:129–148. https://doi.org/10.1002/eqe.2620

    Article  Google Scholar 

  • Asteris P, Chronopoulos M, Chrysostomou C, Varum H, Plevris V, Kyriakides N, Silva V (2014) Seismic vulnerability assessment of historical masonry structural systems. J Eng Struct 62–63:118–134. https://doi.org/10.1016/j.engstruct.2014.01.031

    Article  Google Scholar 

  • Baltzopoulos G, Baraschino R, Iervolino I, Vamvatsikos D (2017) SPO2FRAG: software for seismic fragility assessment based on static pushover. J Bull Earthq Eng 15:4399–4425. https://doi.org/10.1007/s10518-017-0145-3

    Article  Google Scholar 

  • Barbat AH, Pujades LG, Lantada N (2008) Seismic damage evaluation in urban areas using the capacity spectrum method: application to Barcelona. J Soil Dyn Earthq Eng 28:851–865. https://doi.org/10.1016/j.soildyn.2007.10.006

    Article  Google Scholar 

  • Barbat AH, Carreño ML, Pujades LG, Lantada N, Cardona OD, Murulanda MC (2010) Seismic vulnerability and risk evaluation methods for urban areas. A review with application to a pilot area. J Struct Infrastruct Eng 6:17–38. https://doi.org/10.1080/15732470802663763

    Article  Google Scholar 

  • Bernardini A (2004) Classi macrosismiche di vulnerabilita` degli edifici in area veneto-friulana 2004. In: Atti del XI Congresso Nazionale ‘‘L’ingegneria Sismica in Italia’’, Genova (in Italian)

  • Bernardini A, Gori R, Modena C (1990) An application of coupled analysis models and experimental knowledge for seismic vulnerability analysis of masonry buildings. In: Koridze A (ed) 3:161–180 Engineering aspects of earthquake phenomena. Omega Scientific, Oxon

    Google Scholar 

  • Beyer K, Dazio A (2012) Quasi static cyclic tests on masonry spandrels. J Earthq Spectra 28(3):907–929

    Article  Google Scholar 

  • Blandon CA, Priestley MJN (2005) Equivalent viscous damping equations for direct displacement based design. J Earthq Eng 9(Special Issue 2):257–278

    Article  Google Scholar 

  • Borzi B, Crowley H, Pinho R (2008) Simplified pushover-based earthquake loss assessment (SP-BELA) method for masonry buildings. J Archit Herit 2:353–376. https://doi.org/10.1080/15583050701828178

    Article  Google Scholar 

  • Bracchi S, Rota M, Magenes G, Penna A (2016) Seismic assessment of masonry buildings accounting for limited knowledge on materials by Bayesian updating. J Bull Earthq Eng 14(8):2273–2297. https://doi.org/10.1007/s10518-016-9905-8

    Article  Google Scholar 

  • Bramerini F, Di Pasquale G, Orsini A, Pugliese A, Romeo R, Sabetta F (1995) Rischio sismico del territorio italiano. Proposta per una metodologia e risultati preliminari 1995. Rapporto tecnico del Servizio Sismico Nazionale SSN/RT/95/01, Roma (in Italian)

  • Calvi GM (1999) A Displacement-Based approach for vulnerability evaluation of classes of buildings. J Earthq Eng 3(3):411–438. https://doi.org/10.1142/S136324699900017X

    Article  Google Scholar 

  • Cattari S, Lagomarsino S (2013a) Masonry structures. In: Sullivan T, Calvi GM (eds) Developments in the field of displacement based seismic assessment. IUSS Press (PAVIA) and EUCENTRE, New York, p 524 (pp 151–200). ISBN 978-88-6198-090-7

    Google Scholar 

  • Cattari S, Lagomarsino S (2013b) Seismic assessment of mixed masonry-reinforced concrete buildings by non-linear static analyses. J Earthq Struct 4(3):241–264

    Article  Google Scholar 

  • Cattari S, Chioccariello A, Degée H, Doneaux C, Lagomarsino S, Mordant C (2014) Seismic assessment of masonry buildings from shaking table tests and nonlinear dynamic simulations by the Proper Orthogonal Decomposition (POD). In: Proceedings of the 2nd European conference on earthquake engineering and seismology (ECEES), Istanbul, 25–29 Aug

  • Cattari S, Lagomarsino S, Bosiljkov V, D’Ayala D (2015) Sensitivity analysis for setting up the investigation protocol and defining proper confidence factors for masonry buildings. J Bull Earthq Eng 13:129–151. https://doi.org/10.1007/s10518-014-9648-3

    Article  Google Scholar 

  • Cattari S, Camilletti D, Magenes G, Manzini C, Morandi P, Spacone E, Camata G, Marano C, Calio I, Cannizzaro F, Occhipinti G, Panto B, Calderoni B, Cordasco A, Sandoli A (2018) A comparative study on a 2-storey benchmark case study through nonlinear seismic analysis. In: Proceedings of the 16th European conference on earthquake engineering, 18–21 June 2018, Thessaloniki (GR)

  • Cattari S, Sivori D, Brunelli A, Sica S, Piro A, de Silva F, Parisi F, Silvestri F (2019) Soil–structure interaction effects on the dynamic behaviour of a masonry school damaged by the 2016–2017 Central Italy earthquake sequence. In: Proceedings of the 7th international conference on earthquake geotechnical engineering (VII ICEGE), Rome, June 17–20

  • CEN (1992) Eurocode 2: design of concrete structures—part 1–1: general rules and rules for buildings. CEN, Bruxelles; 2004

  • CEN (2010) Eurocódigo 8: projecto de estruturas para resistência aos sismos—parte 1: Regras gerais, acções sísmicas e regras para edifícios (EC8-1) 2010; Norma Portuguesa. NP EN 1998-1 2010. European Committee for Standardization, Brussels

  • CEN Eurocode 8 (2004) Design of structures for earthquake resistance—part 1: general rules, seismic actions and rules for buildings. EN1998-1:2004, Comité Européen de Normalisation, Brussels

  • CNR-DT 212/2013 (2014) Guide for the probabilistic assessment of the seismic safety of existing buildings. National research council, Rome

    Google Scholar 

  • Colombi M, Borzi B, Crowley H, Onida M, Meroni F, Pinho R (2008) Deriving vulnerability curves using Italian earthquake damage data. J Bull Earthq Eng 6:485–504. https://doi.org/10.1007/s10518-008-9073-6

    Article  Google Scholar 

  • D’Ayala D (2005) Force and displacement based vulnerability assessment for traditional buildings. J Bull Earthq Eng 3:235–265. https://doi.org/10.1007/s10518-005-1239-x

    Article  Google Scholar 

  • D’Ayala D, Lagomarsino S (2015) Perfomance-based assessment of cultural heritage assets: outcomes of the European FP7 PERPETUATE project. J Bull Earthq Eng 13:5–12. https://doi.org/10.1007/s10518-014-9710-1

    Article  Google Scholar 

  • D’Ayala D, Meslem A (2013) Sensitivity of analytical fragility functions to capacity-related parameters. GEM technical report 2013-X. GEM Foundation, Pavia

  • D’Ayala D, Paganoni S (2011) Assessment and analysis of damage in L’Aquila historic city centre after 6th April 2009. J Bull Earthq Eng 9:81–104. https://doi.org/10.1007/s10518-010-9224-4

    Article  Google Scholar 

  • D’Ayala D, Speranza E (2002) An integrated procedure for the assessment of seismic vulnerability of historic buildings. In: Proceedings of the 12th European conference on earthquake engineering, London

  • de Silva F, Piro A, Brunelli A, Cattari S, Parisi F, Sica S, Silvestri F (2019) On the Soil–structure interaction in the seismic response of a monitored masonry school building struck by the 2016–2017 Central Italy earthquake. In: Proceedings of COMPDYN conference 2019, Crete, 24–26 June

  • Del Gaudio C, De Martino G, Di Ludovico M, Manfredi G, Prota A, Ricci P, Verderame GM (2017) Empirical fragility curves from damage data on RC buildings after the 2009 L’Aquila earthquake. J Bull Earthq Eng 15(4):1425–1450. https://doi.org/10.1007/s10518-016-0026-1

    Article  Google Scholar 

  • Dolce M, Kappos A, Masi A, Penelis G, Vona M (2006) Vulnerability assessment and earthquake damage scenarios of the building stock of Potenza (Southern Italy) using Italian and Greek methodologies. J Eng Struct 28:357–371. https://doi.org/10.1016/j.engstruct.2005.08.009

    Article  Google Scholar 

  • Dolsek M (2009) Incremental dynamic analysis with consideration of modeling uncertainties. J Earthq Eng Struct Dyn 38(6):805–825. https://doi.org/10.1002/eqe.869

    Article  Google Scholar 

  • Douglas J, Seyedi DM, Ulrich T, Modaressi H, Foerster E, Pitilakis K, Pitilakis D, Karatzetzou A, Gazetas G, Garini E, Loli M (2015) Evaluation of the seismic hazard for the assessment of historical elements at risk: description of input and selection of intensity measures. J Bull Earthq Eng 13:49–65. https://doi.org/10.1007/s10518-014-9606-0

    Article  Google Scholar 

  • Ferreira TM, Vicente R, da Silva JARM, Varum H, Costa A (2013) Seismic vulnerability assessment of historical urban centers: case study of the old city center in Seixal, Portugal. J Bull Earthq Eng 11:1753–1773. https://doi.org/10.1007/s10518-013-9447-2

    Article  Google Scholar 

  • Ferrito T, Milosevic J, Bento R (2016) Seismic vulnerability assessment of a mixed masonry-RC building aggregate by linear and nonlinear analyses. J Bull Earthq Eng 14:2299–2327. https://doi.org/10.1007/s10518-016-9900-0

    Article  Google Scholar 

  • Fiorentino G, Forte A, Pagano E, Sabetta F, Baggio C, Lavorato D, Nuti C, Santini S (2018) Damage patterns in the town of Amatrice after August 24th, 2016 Central Italy earthquakes. J Bull Earthq Eng 16:1399–1423. https://doi.org/10.1007/s10518-017-0254-z

    Article  Google Scholar 

  • Fragiadakis M, Vamvatsikos D (2010) Incremental dynamic analysis for estimating seismic performance sensitivity and uncertainty. J Earthq Eng Struct Dyn 39(2):141–163. https://doi.org/10.1002/eqe.935

    Article  Google Scholar 

  • Frankie T, Gencturk B, Elnashai A (2013) Simulation-based fragility relationships for unreinforced masonry buildings. J Struct Eng 139(3):400–410

    Article  Google Scholar 

  • Freeman SA (1998) The capacity spectrum method as a tool for seismic design. In: Proceedings of the 11th European conference of earthquake engineering, Paris

  • Giovinazzi S, Lagomarsino S (2004) A macroseismic model for the vulnerability assessment of buildings. In: Proceedings of the 13th world conference on earthquake engineering, Vancouver

  • Glaister S, Pinho R (2003) Development of a simplified deformation-based method for seismic vulnerability assessment. J Earthq Eng 7:107–140. https://doi.org/10.1080/13632460309350475

    Article  Google Scholar 

  • Graziotti F, Magenes G, Penna A (2012) Experimental cyclic behaviour of stone masonry spandrels. In: Proceedings of 15th world conference on earthquake engineering, Lisbon

  • GRUC (1944) General regulation of urban construction, direction of urbanization and construction services, 5th edn, City Hall (in Portuguese)

  • Guerrini G, Graziotti F, Penna A, Magenes G (2017) Improved evaluation of inelastic displacement demands for short period masonry structures. J Earthq Eng Struct Dyn 46:1411–1430. https://doi.org/10.1002/eqe.2862

    Article  Google Scholar 

  • Haddad J, Cattari S, Lagomarsino S (2019) Use of the model parameter sensitivity analysis for the probabilistic-based seismic assessment of existing buildings. J Bull Earthq Eng 17:1983–2009. https://doi.org/10.1007/s10518-018-0520-8

    Article  Google Scholar 

  • HAZUS (1999): Earthquake loss estimation methodology. Technical and user manuals (1999); 1–3. Federal Emergency Management Agency (FEMA), National Institute of Building Sciences, Washington, DC

  • Kappos A, Papanikolaou V (2016) Nonlinear dynamic analysis of masonry buildings and definition of seismic damage states. J Open Constr Build Technol 10:192–209. https://doi.org/10.2174/1874836801610010192

    Article  Google Scholar 

  • Kappos AJ, Panagopoulos G, Panagiotopoulos C, Penelis G (2006) A hybrid method for the vulnerability assessment of R/C and URM buildings. J Bull Earthq Eng 4:391–413. https://doi.org/10.1007/s10518-006-9023-0

    Article  Google Scholar 

  • Lagomarsino S, Cattari S (2013) Seismic vulnerability of existing buildings: observational and mechanical approaches for application in urban areas. In: Gueguen P (ed) Seismic vulnerability of structures. Wiley, Berlin, pp 1–62 (Chapter 1). ISBN 978-1-84821-524-5

    Google Scholar 

  • Lagomarsino S, Cattari S (2014a) Fragility functions of masonry buildings. In: Pitilakis K, Crowley H, Kaynia AM (eds) SYNER-G: typology definition and fragility functions for physical elements at seismic risk: elements at seismic risk, geotechnical, geological and earthquake engineering, vol 27. Springer, Dordrecht, p 420. https://doi.org/10.1007/978-94-007-7872-6_5(Chapter 5), pp 111–156

    Chapter  Google Scholar 

  • Lagomarsino S, Cattari S (2014b) PERPETUATE guidelines for seismic performance based assessment of cultural heritage masonry structures. J Bull Earthq 13(1):13–47. https://doi.org/10.1007/s10518-014-9674-1

    Article  Google Scholar 

  • Lagomarsino S, Cattari S (2015) Seismic performance of historical masonry structures through pushover and nonlinear dynamic analyses. In: Ansal A (ed) Perspectives on European earthquake engineering and seismology. Geotechnical, geological and earthquake engineering, vol 39. Springer, Cham

    Google Scholar 

  • Lagomarsino S, Giovinazzi S (2006) Macroseismic and mechanical models for the vulnerability assessment of current buildings. J Bull Earthq Eng 4:415–443. https://doi.org/10.1007/s10518-006-9024-z

    Article  Google Scholar 

  • Lagomarsino S, Penna A, Galasco A, Cattari S (2013) TREMURI program: an equivalent frame model for the nonlinear seismic analysis of masonry buildings. J Eng Struct 56:1787–1799. https://doi.org/10.1016/j.engstruct.2013.08.002

    Article  Google Scholar 

  • Lagomarsino S, Camilletti D, Cattari S, Marino S (2018) Seismic assessment of existing irregular masonry buildings by nonlinear static and dynamic analyses. In: Pitilakis K (ed) Recent advances in earthquake engineering in Europe. ECEE 2018. Geotechnical, geological and earthquake engineering, vol 46. Springer, Cham

    Google Scholar 

  • Lamego P, Lourenço P, Sousa M (2017) Seismic vulnerability and risk analysis of the old building stock at urban scale: application to a neighborhood in Lisbon. J Bull Earthq Eng 15:2901–2937. https://doi.org/10.1007/s10518-016-0072-8

    Article  Google Scholar 

  • Magenes G, Penna A, Senaldi I, Rota M, Galasco A (2014) Shaking table test of a strengthened full-scale stone masonry building with flexible diaphragms. J Archit Herit Conserv Anal Restor 8(3):349–375. https://doi.org/10.1080/15583058.2013.826299

    Article  Google Scholar 

  • Maio R, Tsionis G (2016) Seismic fragility curves for the European building stock: review and evaluation of existing fragility curves. EUR 27635 EN. https://doi.org/10.2788/586263

  • Maio R, Estêvão JMC, Ferreira T, Vicente R (2017) The seismic performance of stone masonry buildings in Faial island and the relevance of implementing effective seismic strengthening policies. J Eng Struct 141:41–58. https://doi.org/10.1016/j.engstruct.2017.03.009

    Article  Google Scholar 

  • Marino S, Cattari S, Lagomarsino S (2018) Use of nonlinear static procedures for irregular URM buildings in literature and codes. In: Proceedings of the 16th European conference on earthquake engineering, 18–21 June 2018, Thessaloniki (GR)

  • Marino S, Cattari S, Lagomarsino S, Dizhur D, Ingham JM (2019) Post-earthquake damage simulation of two colonial unreinforced clay brick masonry buildings using the equivalent frame approach. J Struct 19:212–226. https://doi.org/10.1016/j.istruc.2019.01.010

    Article  Google Scholar 

  • Milosevic J, Cattari S, Bento R (2018) Sensitivity analyses of seismic performance of ancient mixed masonry-RC buildings in Lisbon. J Mason Res Innov 3(2):108–154. https://doi.org/10.1504/IJMRI.2018.092459

    Article  Google Scholar 

  • Mouroux P, Le Brun B (2006) Presentation of RISK-UE project. J Bull Earthq Eng 4(4):323–339. https://doi.org/10.1007/s10518-006-9020-3

    Article  Google Scholar 

  • Myers R, Montgomery D, Anderson-Cook C (2009) Response surface methodology. Process and product optimization using designed experiments, 3rd edn. Wiley, Hoboken

    Google Scholar 

  • NTC (2008) Italian code for structural design (Norme Tecniche per le Costruzioni—NTC) D.M. 14/1/2008, Official Bulletin No. 29 of February 4, 2008 (in Italian)

  • Oliveira CS, Navarro M (2010) Fundamental periods of vibration of RC buildings in Portugal from in situ experimental and numerical techniques. J Bull Earthg Eng 8:609–642. https://doi.org/10.1007/s10518-009-9162-1

    Article  Google Scholar 

  • Oropeza M, Michel C, Lestuzzi P (2010) A simplified analytical methodology for fragility curves estimation in existing buildings. In: Proceedings of 14th European conference on earthquake engineering, Ohrid

  • Pagnini LC, Vicente RS, Lagomarsino S, Varum H (2011) A mechanical model for the seismic vulnerability assessment of old masonry buildings. J Earthq Struct 2(1):25–42. https://doi.org/10.12989/eas.2011.2.1.025

    Article  Google Scholar 

  • Penelis G, Kappos A, Stylianidis K (2003) Assessment of the seismic vulnerability of unreinforced masonry buildings. Trans Built Environ 66. WIT Press. www.witpress.com. ISSN 1743-3509

  • Pinto PE, Giannini R, Franchini P (2004) Seismic reliability analysis of structures. IUSS Press, Pavia. ISBN 88-7358-017-3

    Google Scholar 

  • Pitilakis K, Pitilakis D, Riga E, Anastasiadis A, Karatzetzou A, Douglas J, Seyedi D, Negulescu C, Ulrich T, Gazetas G, Loli M (2011) Definition of demand spectra and other intensity measures for different soil categories and site condition. Deliverable D13, perpetuate project

  • Restrepo-Vélez LF, Magenes G (2004) Simplified procedure for the seismic risk assessment of unreinforced masonry buildings. In: Proceedings of 13th world conference on earthquake engineering, Vancouver

  • Rossi M, Cattari S, Lagomarsino S (2015) Performance-based assessment of the Great Mosque of Algiers. J Bull Earthq Eng 13:369–388. https://doi.org/10.1007/s10518-014-9682-1

    Article  Google Scholar 

  • Rosti A, Rota M, Penna A (2018) Damage classification and derivation of damage probability matrices from L’Aquila (2009) post-earthquake survey data. J Bull Earthq Eng. https://doi.org/10.1007/s10518-018-0352-6

    Article  Google Scholar 

  • Rota M, Penna A, Strobbia CL (2008) Processing Italian damage data to derive typological fragility curves. J Soil Dyn Earthq Eng 28(10–11):933–947. https://doi.org/10.1016/j.soildyn.2007.10.010

    Article  Google Scholar 

  • Rota M, Penna A, Magenes G (2010) A methodology for deriving analytical fragility curves for masonry buildings based on stochastic nonlinear analyses. J Eng Struct 32:1312–1323. https://doi.org/10.1016/j.engstruct.2010.01.009

    Article  Google Scholar 

  • Simões A, Bento R, Cattari S, Lagomarsino S (2014) Seismic performance-based assessment of ‘‘Gaioleiro’’ buildings’. J Eng Struct 80:486–500. https://doi.org/10.1016/j.engstruct.2014.09.025

    Article  Google Scholar 

  • Sionti E (2016) Nonlinear seismic assessment and retrofitting of unreinforced masonry buildings. Dissertation, Faculty of Civil Engineering and Geosciences, Delft University of Technology

  • Sorrentino L, Cattari S, da Porto F, Magenes G, Penna A (2018) Seismic behaviour of ordinary masonry buildings during the 2016 central Italy earthquakes. J Bull Earthg Eng. https://doi.org/10.1007/s10518-018-0370-4

    Article  Google Scholar 

  • Tomaževic M, Weiss P, Velechovsky T (1991) The influence of rigidity of floors on the seismic behaviour of old stone—masonry buildings. Eur Earthq Eng 3:28–41

    Google Scholar 

  • Tondelli M, Rota M, Penna A, Magenes G (2012) Evaluation of uncertainties in the seismic assessment of existing masonry buildings. J Earthq Eng 16(Supp 1):36–64. https://doi.org/10.1080/13632469.2012.670578

    Article  Google Scholar 

  • Turnsek V, Sheppard P (1980) The shear and flexural resistance of masonry walls. In: Proceedings of the international research conference on earthquake engineering, Skopje, p 517

  • Vamvatsikos D, Cornell CA (2006) Direct estimation of the seismic demand and capacity of oscillators with multi-linear static pushovers through IDA. J Earthq Eng Struct Dyn 35:1097–1117. https://doi.org/10.1002/eqe.573

    Article  Google Scholar 

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Acknowledgements

This work was supported by the Portuguese Foundation for Science and Technology (FCT) (Grant No. SFRH/BD/102713/2014).

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Appendix

Appendix

In reference to Sect. 2.2, the procedure to compute \(\beta_{c}\) is graphically illustrated as a cube (Fig. 18), by supposing the three factors, x1, x2 and x3, each at two levels, are of interest. Using the notation, i.e. “+ 1” and “− 1” to represent the “max” and “min” levels of each factor (input variable), the six runs could be listed in 2 × 3 design in the tabular format shown in Fig. 18. Usually, this is called the design matrix, which collects the row vectors from all the “n” experiments. In detail, the procedure was carried out in the following way: the first run was performed by adopting the median values of all the factors considered, whereas each following run considered the “max” or “min” level of one factor (independent variable) of the rational range defined, keeping all other factors at median values, represented here as “0”. Thus, seven runs in total will be defined in this case and presented in the design matrix, i.e. the aforementioned matrix Z. Then, the value of the contribution \(\beta_{c}\) can be derived. The method presented here may be generalized to the case of 2 × N sensitivity parametric design, that is a design with “N” factors, each at two levels. In the case presented, N was equal to 11. It should be mentioned that the response spectra \(S_{a1,16} (S_{d} )\) and \(S_{a1,84} (S_{d} )\) were defined and used for \(\beta_{D}\), while the spectrum of \(S_{a1,50} (S_{d} )\) was considered for \(\beta_{c}\).

Fig. 18
figure 18

Definition of the contribution \(\beta_{C}\)

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Milosevic, J., Cattari, S. & Bento, R. Definition of fragility curves through nonlinear static analyses: procedure and application to a mixed masonry-RC building stock. Bull Earthquake Eng 18, 513–545 (2020). https://doi.org/10.1007/s10518-019-00694-1

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