Skip to main content

2019 | OriginalPaper | Buchkapitel

Resilience of the Built Environment: A Methodology to Estimate the Downtime of Building Structures Using Fuzzy Logic

verfasst von : M. De Iuliis, O. Kammouh, G. P. Cimellaro, S. Tesfamariam

Erschienen in: Resilient Structures and Infrastructure

Verlag: Springer Singapore

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Natural and man-made disasters have caused a significant impact on residential buildings worldwide. The damaged buildings stay unoccupiable for a period of time, called the downtime. This chapter introduces a new methodology to predict the downtime and the resilience of building structures using Fuzzy logic. Generally, the downtime can be divided into three main components: downtime due to the structural and nonstructural damage (DT1); downtime due irrational delays (DT2); and downtime due to utilities disruption (DT3). DT1 is defined by assigning a pre-defined repair time to each building component given the number of workers assigned. DT2 and DT3 are estimated using the REDiTM Guidelines, which provide good estimates of the delays incurred by irrational components and utilities disruption. The Downtime of the building is finally obtained by combining all three components. Following the downtime estimation, the resilience of the building is estimated by combining the downtime of the building (DT) and the building damage level. The latter is assessed using a rapid visual screening form designed by the authors. As a case study, the methodology has been applied to a residential building where the 1994 Northridge earthquake is selected as the hazard event.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Almufti, I, & Willford, M. (2013). Resilience-based earthquake design (REDi) rating system, version 1.0. Arup. Almufti, I, & Willford, M. (2013). Resilience-based earthquake design (REDi) rating system, version 1.0. Arup.
Zurück zum Zitat Alterman, T., Luckhaupt, S. E., Dahlhamer, J. M., Ward, B. W., & Calvert, G. M. (2013). Prevalence rates of work organization characteristics among workers in the US: Data from the 2010 National Health Interview Survey. American Journal of Industrial Medicine, 56(6), 647–659.CrossRef Alterman, T., Luckhaupt, S. E., Dahlhamer, J. M., Ward, B. W., & Calvert, G. M. (2013). Prevalence rates of work organization characteristics among workers in the US: Data from the 2010 National Health Interview Survey. American Journal of Industrial Medicine, 56(6), 647–659.CrossRef
Zurück zum Zitat Bonowitz, D. (2010). Resilience criteria for seismic evaluation of existing buildings: A proposal to supplement ASCE 31 for intermediate performance objectives. In Improving the Seismic Performance of Existing Buildings and Other Structures, pp. 477–488. Bonowitz, D. (2010). Resilience criteria for seismic evaluation of existing buildings: A proposal to supplement ASCE 31 for intermediate performance objectives. In Improving the Seismic Performance of Existing Buildings and Other Structures, pp. 477–488.
Zurück zum Zitat Bonstrom, H., & Corotis, R. B. (2014). First-order reliability approach to quantify and improve building portfolio resilience. Journal of Structural Engineering, 142(8), C4014001.CrossRef Bonstrom, H., & Corotis, R. B. (2014). First-order reliability approach to quantify and improve building portfolio resilience. Journal of Structural Engineering, 142(8), C4014001.CrossRef
Zurück zum Zitat Bruneau, M., Chang, S. E., Eguchi, R. T., Lee, G. C., O’Rourke, T. D., Reinhorn, A. M., et al. (2003). A framework to quantitatively assess and enhance the seismic resilience of communities. Earthquake Spectra, 19(4), 733–752.CrossRef Bruneau, M., Chang, S. E., Eguchi, R. T., Lee, G. C., O’Rourke, T. D., Reinhorn, A. M., et al. (2003). A framework to quantitatively assess and enhance the seismic resilience of communities. Earthquake Spectra, 19(4), 733–752.CrossRef
Zurück zum Zitat Bruneau, M., Uang, C.-M., & Sabelli, S. R. (2011). Ductile design of steel structures. McGraw Hill Professional. Bruneau, M., Uang, C.-M., & Sabelli, S. R. (2011). Ductile design of steel structures. McGraw Hill Professional.
Zurück zum Zitat Chang, S. E., McDaniels, T., Fox, J., Dhariwal, R., & Longstaff, H. (2014). Toward disaster-resilient cities: Characterizing resilience of infrastructure systems with expert judgments. Risk Analysis, 34(3), 416–434.CrossRef Chang, S. E., McDaniels, T., Fox, J., Dhariwal, R., & Longstaff, H. (2014). Toward disaster-resilient cities: Characterizing resilience of infrastructure systems with expert judgments. Risk Analysis, 34(3), 416–434.CrossRef
Zurück zum Zitat Cimellaro, G. P. (2016). Urban resilience for emergency response and recovery. Springer. Cimellaro, G. P. (2016). Urban resilience for emergency response and recovery. Springer.
Zurück zum Zitat Cimellaro, G. P., Fumo, C., Reinhorn, A., Bruneau, M. (2008). Seismic resilience of health care facilities. In 14th World Conference on Earthquake Engineering (14WCEE), Beijing, China, October 2008, pp. 12–17. Cimellaro, G. P., Fumo, C., Reinhorn, A., Bruneau, M. (2008). Seismic resilience of health care facilities. In 14th World Conference on Earthquake Engineering (14WCEE), Beijing, China, October 2008, pp. 12–17.
Zurück zum Zitat Cimellaro, G. P., Reinhorn, A. M., & Bruneau, M. (2010). Framework for analytical quantification of disaster resilience. Engineering Structures, 32(11), 3639–3649.CrossRef Cimellaro, G. P., Reinhorn, A. M., & Bruneau, M. (2010). Framework for analytical quantification of disaster resilience. Engineering Structures, 32(11), 3639–3649.CrossRef
Zurück zum Zitat Cimellaro, G. P., Renschler, C., Reinhorn, A. M., & Arendt, L. (2016a). PEOPLES: A framework for evaluating resilience. Journal of Structural Engineering, 142(10), 04016063.CrossRef Cimellaro, G. P., Renschler, C., Reinhorn, A. M., & Arendt, L. (2016a). PEOPLES: A framework for evaluating resilience. Journal of Structural Engineering, 142(10), 04016063.CrossRef
Zurück zum Zitat Cimellaro, G. P., Zamani-Noori, A., Kammouh, O., Terzic, V., & Mahin, S. A. (2016b). Resilience of critical structures, infrastructure, and communities. Berkeley, California: Pacific Earthquake Engineering Research Center (PEER). Cimellaro, G. P., Zamani-Noori, A., Kammouh, O., Terzic, V., & Mahin, S. A. (2016b). Resilience of critical structures, infrastructure, and communities. Berkeley, California: Pacific Earthquake Engineering Research Center (PEER).
Zurück zum Zitat Comerio, M. C. (2006). Estimating downtime in loss modeling. Earthquake Spectra, 22(2), 349–365.CrossRef Comerio, M. C. (2006). Estimating downtime in loss modeling. Earthquake Spectra, 22(2), 349–365.CrossRef
Zurück zum Zitat Comerio, M. C., & Blecher, H. E. (2010). Estimating downtime from data on residential buildings after the Northridge and Loma Prieta Earthquakes. Earthquake Spectra, 26(4), 951–965.CrossRef Comerio, M. C., & Blecher, H. E. (2010). Estimating downtime from data on residential buildings after the Northridge and Loma Prieta Earthquakes. Earthquake Spectra, 26(4), 951–965.CrossRef
Zurück zum Zitat FEMA (2012a) Seismic performance assessment of buildings, “Implementation Guide”. vol 2. Applied Technology Council for the Federal Emergency Management Agency, CA, USA. FEMA (2012a) Seismic performance assessment of buildings, “Implementation Guide”. vol 2. Applied Technology Council for the Federal Emergency Management Agency, CA, USA.
Zurück zum Zitat FEMA (2012b) Seismic performance assessment of buildings, “Methodology”. vol 1. Applied Technology Council for the Federal Emergency Management Agency, CA, USA. FEMA (2012b) Seismic performance assessment of buildings, “Methodology”. vol 1. Applied Technology Council for the Federal Emergency Management Agency, CA, USA.
Zurück zum Zitat Hazus, M. (1999). Earthquake loss estimation methodology technical and user manual. Hazus, M. (1999). Earthquake loss estimation methodology technical and user manual.
Zurück zum Zitat ISDR U Hyogo framework for action 2005–2015: building the resilience of nations and communities to disasters. In: Extract from the final report of the World Conference on Disaster Reduction (A/CONF. 206/6), 2005. ISDR U Hyogo framework for action 2005–2015: building the resilience of nations and communities to disasters. In: Extract from the final report of the World Conference on Disaster Reduction (A/CONF. 206/6), 2005.
Zurück zum Zitat ISDR U (2009) Global assessment report on disaster risk reduction. United Nations International Strategy for Disaster Reduction (UN ISDR), Geneva, Switzerland ISBN/ISSN 980852698:207. ISDR U (2009) Global assessment report on disaster risk reduction. United Nations International Strategy for Disaster Reduction (UN ISDR), Geneva, Switzerland ISBN/ISSN 980852698:207.
Zurück zum Zitat Kammouh, O., Cimellaro, G. P. (2018). PEOPLES: A tool to measure community resilience. In: J. G. Soules (Ed.) Proceedings of 2018 Structures Congress (SEI2018). ASCE—American Society of Civil Engineering, Fort Worth, Texas. April 19–21, pp. 161–171. https://doi.org/10.1061/9780784481349.015. Kammouh, O., Cimellaro, G. P. (2018). PEOPLES: A tool to measure community resilience. In: J. G. Soules (Ed.) Proceedings of 2018 Structures Congress (SEI2018). ASCE—American Society of Civil Engineering, Fort Worth, Texas. April 19–21, pp. 161–171. https://​doi.​org/​10.​1061/​9780784481349.​015.
Zurück zum Zitat Kammouh, O., Cimellaro, G. P., & Mahin, S. A. (2018a). Downtime estimation and analysis of lifelines after an earthquake. Engineering Structures, 173, 393–403.CrossRef Kammouh, O., Cimellaro, G. P., & Mahin, S. A. (2018a). Downtime estimation and analysis of lifelines after an earthquake. Engineering Structures, 173, 393–403.CrossRef
Zurück zum Zitat Kammouh, O., Zamani-Noori, A., Renschler, C., & Cimellaro, G. P. (2017c). Resilience quantification of communities based on peoples framework. In 16th World Conference on Earthquake Engineering (16WCEE), Santiago, Chile, January 9–13, 2017. IAEE, Santiago, Chile. Kammouh, O., Zamani-Noori, A., Renschler, C., & Cimellaro, G. P. (2017c). Resilience quantification of communities based on peoples framework. In 16th World Conference on Earthquake Engineering (16WCEE), Santiago, Chile, January 9–13, 2017. IAEE, Santiago, Chile.
Zurück zum Zitat Kircher, C. A., Whitman, R. V., & Holmes, W. T. (2006). HAZUS earthquake loss estimation methods. Natural Hazards Review, 7(2), 45–59.CrossRef Kircher, C. A., Whitman, R. V., & Holmes, W. T. (2006). HAZUS earthquake loss estimation methods. Natural Hazards Review, 7(2), 45–59.CrossRef
Zurück zum Zitat Klir, G., & Yuan, B. (1995). Fuzzy sets and fuzzy logic (Vol. 4). Prentice hall, New Jersey. Klir, G., & Yuan, B. (1995). Fuzzy sets and fuzzy logic (Vol. 4). Prentice hall, New Jersey.
Zurück zum Zitat Liou, Y.-T., & Lo, S.-L. (2005). A fuzzy index model for trophic status evaluation of reservoir waters. Water Research, 39(7), 1415–1423.CrossRef Liou, Y.-T., & Lo, S.-L. (2005). A fuzzy index model for trophic status evaluation of reservoir waters. Water Research, 39(7), 1415–1423.CrossRef
Zurück zum Zitat Mamdani, E. H. (1974). Application of fuzzy algorithms for control of simple dynamic plant. In Proceedings of the Institution of Electrical Engineers, vol. 12, pp. 1585–1588. IET. Mamdani, E. H. (1974). Application of fuzzy algorithms for control of simple dynamic plant. In Proceedings of the Institution of Electrical Engineers, vol. 12, pp. 1585–1588. IET.
Zurück zum Zitat Mamdani, E. H. (1976). Application of fuzzy logic to approximate reasoning using linguistic synthesis. In Proceedings of the Sixth International Symposium on Multiple-Valued Logic, pp. 196–202. IEEE Computer Society Press. Mamdani, E. H. (1976). Application of fuzzy logic to approximate reasoning using linguistic synthesis. In Proceedings of the Sixth International Symposium on Multiple-Valued Logic, pp. 196–202. IEEE Computer Society Press.
Zurück zum Zitat Mayes, C., Hohbach, D., Bello, M., Bittleston, M., Bono, S., Bonowitz, D., et al., (2011). SEAONC rating system for the expected earthquake performance of buildings. In SEAOC Convention Proceedings, 2011. Mayes, C., Hohbach, D., Bello, M., Bittleston, M., Bono, S., Bonowitz, D., et al., (2011). SEAONC rating system for the expected earthquake performance of buildings. In SEAOC Convention Proceedings, 2011.
Zurück zum Zitat Mendel, J. M. (1995). Fuzzy logic systems for engineering: A tutorial. Proceedings of the IEEE, 83(3), 345–377.CrossRef Mendel, J. M. (1995). Fuzzy logic systems for engineering: A tutorial. Proceedings of the IEEE, 83(3), 345–377.CrossRef
Zurück zum Zitat Renschler, C. S., Frazier, A. E., Arendt, L. A., Cimellaro, G. P., Reinhorn, A. M., & Bruneau, M. (2010). A framework for defining and measuring resilience at the community scale: The PEOPLES resilience framework. MCEER Buffalo. Renschler, C. S., Frazier, A. E., Arendt, L. A., Cimellaro, G. P., Reinhorn, A. M., & Bruneau, M. (2010). A framework for defining and measuring resilience at the community scale: The PEOPLES resilience framework. MCEER Buffalo.
Zurück zum Zitat Saatcioglu, M., Mitchell, D., Tinawi, R., Gardner, N. J., Gillies, A. G., Ghobarah, A., et al. (2001). The August 17, 1999, Kocaeli (Turkey) earthquake damage to structures. Canadian Journal of Civil Engineering, 28(4), 715–737. Saatcioglu, M., Mitchell, D., Tinawi, R., Gardner, N. J., Gillies, A. G., Ghobarah, A., et al. (2001). The August 17, 1999, Kocaeli (Turkey) earthquake damage to structures. Canadian Journal of Civil Engineering, 28(4), 715–737.
Zurück zum Zitat Sadiq, R., Al-Zahrani, M. A., Sheikh, A. K., Husain, T., & Farooq, S. (2004). Performance evaluation of slow sand filters using fuzzy rule-based modelling. Environmental Modelling and Software, 19(5), 507–515.CrossRef Sadiq, R., Al-Zahrani, M. A., Sheikh, A. K., Husain, T., & Farooq, S. (2004). Performance evaluation of slow sand filters using fuzzy rule-based modelling. Environmental Modelling and Software, 19(5), 507–515.CrossRef
Zurück zum Zitat Stein, R. (1994). The Northridge, California earthquake of January 1994 a computer animation and paper model. US Geological Survey. Stein, R. (1994). The Northridge, California earthquake of January 1994 a computer animation and paper model. US Geological Survey.
Zurück zum Zitat Tesfamariam, S., & Saatcioglu, M. (2008). Risk-based seismic evaluation of reinforced concrete buildings. Earthquake Spectra, 24(3), 795–821.CrossRef Tesfamariam, S., & Saatcioglu, M. (2008). Risk-based seismic evaluation of reinforced concrete buildings. Earthquake Spectra, 24(3), 795–821.CrossRef
Zurück zum Zitat Tesfamariam, S., & Saatcioglu, M. (2010). Seismic vulnerability assessment of reinforced concrete buildings using hierarchical fuzzy rule base modeling. Earthquake Spectra, 26(1), 235–256.CrossRef Tesfamariam, S., & Saatcioglu, M. (2010). Seismic vulnerability assessment of reinforced concrete buildings using hierarchical fuzzy rule base modeling. Earthquake Spectra, 26(1), 235–256.CrossRef
Zurück zum Zitat Tesfamariam, S., & Sanchez-Silva, M. (2011). A model for earthquake risk management based on the life-cycle performance of structures. Civil Engineering and Environmental Systems, 28(3), 261–278.CrossRef Tesfamariam, S., & Sanchez-Silva, M. (2011). A model for earthquake risk management based on the life-cycle performance of structures. Civil Engineering and Environmental Systems, 28(3), 261–278.CrossRef
Zurück zum Zitat Tierney, K., Blair-Tyler, M., Blais, N., Bolin, R., Borden, F., Bourque, L. B., et al. (1995). Societal impacts and emergency response. Earthquake Spectra, 11(S2), 373–418.CrossRef Tierney, K., Blair-Tyler, M., Blais, N., Bolin, R., Borden, F., Bourque, L. B., et al. (1995). Societal impacts and emergency response. Earthquake Spectra, 11(S2), 373–418.CrossRef
Zurück zum Zitat Zadeh, L. A. (1965). Information and control. Fuzzy Sets, 8(3), 338–353. Zadeh, L. A. (1965). Information and control. Fuzzy Sets, 8(3), 338–353.
Zurück zum Zitat Zadeh, L. A. (1973). Outline of a new approach to the analysis of complex systems and decision processes. IEEE Transactions on Systems, Man and Cybernetics, 1100, 38–45.MathSciNet Zadeh, L. A. (1973). Outline of a new approach to the analysis of complex systems and decision processes. IEEE Transactions on Systems, Man and Cybernetics, 1100, 38–45.MathSciNet
Metadaten
Titel
Resilience of the Built Environment: A Methodology to Estimate the Downtime of Building Structures Using Fuzzy Logic
verfasst von
M. De Iuliis
O. Kammouh
G. P. Cimellaro
S. Tesfamariam
Copyright-Jahr
2019
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-13-7446-3_2