Technical Papers
Feb 28, 2023

Fragility Modeling of Urban Building Envelopes Subjected to Windborne Debris Hazards

Publication: Journal of Structural Engineering
Volume 149, Issue 5

Abstract

Nonstructural damage to the cladding and façades systems caused by excessive wind pressure and debris impact is the primary damage to urban high/midrise buildings after hurricanes. This paper focuses on the assessment of damage to urban buildings envelopes due to windborne debris while leaving the wind pressure-induced damage outside the scope. The existing building envelope damage assessment models for urban high/mid-rise buildings often neglect the geometry of building clusters or simply assume a homogeneous configuration, which can introduce errors and uncertainties for urban building clusters with varying geometries and layouts. In this context, this paper proposes a new fragility modeling approach for urban buildings envelopes, which explicitly considers geometric configurations of urban buildings, to improve the accuracy of risk assessment for urban buildings. To develop such a fragility model, first, a physical model of debris impact on building envelopes is established, considering the configuration of the surrounding buildings. Then the fragility function is rigorously formulated by propagating the uncertainties from hurricane wind hazard, local urban wind field, the resistance of the envelope component, as well as debris size, location and generation. Reduced-order modeling and Monte Carlo simulation are employed to construct fragility surfaces. An illustrative example is presented to validate the proposed physical model of debris impact and demonstrate the implementation of the proposed fragility modeling approach.

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Data Availability Statement

Some or all data, models, or code that support the findings of this study are available from the corresponding author upon reasonable request.

Acknowledgments

The research herein was funded, in part, by the Center for Risk-Based Community Resilience Planning, a Center of Excellence funded through a cooperative agreement between the US National Institute of Science and Technology and Colorado State University (NIST Financial Assistance Award Nos. 70NANB15H044 and 70NANB20H008), as well as National Science Foundation (NSF Grant No. 2153751). This support is gratefully acknowledged. The views expressed herein are those of the authors and may not represent the official position of the National Institute of Standards and Technology or National Science Foundation.

References

Alphonso, T. C., and M. Barbato. 2014. “Experimental fragility curves for aluminum storm panels subject to windborne debris impact.” J. Wind Eng. Ind. Aerodyn. 134 (Nov): 44–55. https://doi.org/10.1016/j.jweia.2014.08.010.
ASTM. 2000. Standard specification for mineral aggregate used on built-up roofs. ASTM D1863-93. West Conshohoken, PA: ASTM.
ASTM. 2013. Standard test method for performance of exterior windows, curtain walls and storm shutters impacted by missile(s) and exposed to cyclic pressure differentials. ASTM E1886-13a. West Conshohoken, PA: ASTM.
Banks, D., and R. N. Meroney. 2001. “A model of roof-top surface pressures produced by conical vortices: Model development.” J. Wind Struct. 4 (3): 227–246. https://doi.org/10.12989/was.2001.4.3.227.
Barbato, M., F. Petrini, V. U. Unnikrishnan, and M. Ciampoli. 2013. “Performance-based hurricane engineering (PBHE) framework.” Struct. Saf. 45 (Nov): 24–35. https://doi.org/10.1016/j.strusafe.2013.07.002.
Behr, R. A., and J. E. Minor. 1994. “A survey of glazing system behavior in multistory buildings during hurricane Andrew.” Struct. Des. Tall Build. 3 (3): 143–161. https://doi.org/10.1002/tal.4320030302.
Bourgault, G. 2021. “Probability transform of Kriging estimates and its effects on selection bias and conditional bias.” Math. Geosci. 54 (2): 345–362. https://doi.org/10.1007/s11004-021-09974-6.
Chen, W., H. Hao, and J. Li. 2015. “Fragility curves for corrugated structural panel subjected to windborne debris impact.” In Proc., Int. Conf. on Performance-Based and Life-Cycle Structural Engineering, 877–883. Brisbane, Australia: Univ. of Queensland.
Chuang, W. C., and S. M. Spence. 2017. “A performance-based design framework for the integrated collapse and non-collapse assessment of wind excited buildings.” Eng. Struct. 150 (Jan): 746–758. https://doi.org/10.1016/j.engstruct.2017.07.030.
Ciampoli, M., F. Petrini, and G. Augusti. 2011. “Performance-based wind engineering: Towards a general procedure.” Struct. Saf. 33 (6): 367–378. https://doi.org/10.1016/j.strusafe.2011.07.001.
Cui, W., and L. Caracoglia. 2020. “Performance-based wind engineering of tall buildings examining life-cycle downtime and multisource wind damage.” J. Struct. Eng. 146 (1): 04019179. https://doi.org/10.1061/(ASCE)ST.1943-541X.0002479.
Ellingwood, B. 1990. “Validation studies of seismic PRAs.” Nucl. Eng. Des. 123 (2): 189–196. https://doi.org/10.1016/0029-5493(90)90237-R.
Ellingwood, B. R., D. V. Rosowsky, Y. Li, and J. H. Kim. 2004. “Fragility assessment of light-frame wood construction subjected to wind and earthquake hazards.” J. Struct. Eng. 130 (12): 1921–1930. https://doi.org/10.1061/(ASCE)0733-9445(2004)130:12(1921).
FEMA. 2015. HAZUS-MH 2.1 hurricane model technical manual. Washington, DC: FEMA.
Giusti, A. C. 2020. “Lake Charles Tower’s window damage perplexes engineers.” Accessed June 2, 2022. https://www.enr.com/articles/50130-lake-charles-towers-window-damage-perplexes-engineers.
Guo, Y., and J. W. van de Lindt. 2019. “Simulation of Hurricane wind fields for community resilience applications: A data-driven approach using integrated asymmetric holland models for inner and outer core regions.” J. Struct. Eng. 145 (9): 04019089. https://doi.org/10.1061/(ASCE)ST.1943-541X.0002366.
Gurley, K., J. P. Pinelli, C. Subramanian, A. Cope, L. Zhang, J. Murphree, A. Artiles, P. Misra, S. Gulati, and E. Simiu. 2005. Florida public hurricane loss projection model engineering team: Final report. Miami, FL: Florida International Univ.
Hager, W. H. 2018. “Bed-load transport: Advances up to 1945 and outlook into the future.” J. Hydraul. Res. 56 (5): 596–607. https://doi.org/10.1080/00221686.2017.1405370.
He, J., and C. C. Song. 1997. “A numerical study of wind flow around the TTU building and the roof corner vortex.” J. Wind Eng. Ind. Aerodyn. 67 (Apr): 547–558. https://doi.org/10.1016/S0167-6105(97)00099-8.
Hemida, H., A. Šarkić, S. Gillmeier, and R. Höffer. 2015. “Experimental investigation of wind flow above the roof of a high-rise building.” In Proc., WINERCOST Workshop Trends and Challenges for Wind Energy Harvesting, 25–34. Coimbra, Portugal: Univ. of Coimbra.
Holmes, J. D. 2004. “Trajectories of spheres in strong winds with application to wind-borne debris.” J. Wind Eng. Ind. Aerodyn. 92 (1): 9–22. https://doi.org/10.1016/j.jweia.2003.09.031.
Hong, Y. 2013. “On computing the distribution function for the Poisson binomial distribution.” Comput. Stat. Data Anal. 59 (Mar): 41–51. https://doi.org/10.1016/j.csda.2012.10.006.
Jia, G., and A. A. Taflanidis. 2013. “Kriging metamodeling for approximation of high-dimensional wave and surge responses in real-time storm/hurricane risk assessment.” Comput. Methods Appl. Mech. Eng. 261 (Jul): 24–38. https://doi.org/10.1016/j.cma.2013.03.012.
Kareem, A. 1985. “Structural performance and wind speed damage correlation in Hurricane Alicia.” J. Struct. Eng. 111 (12): 2596–2610. https://doi.org/10.1061/(ASCE)0733-9445(1985)111:12(2596).
Kareem, A. 1986. “Performance of cladding in Hurricane Alicia.” J. Struct. Eng. 112 (12): 2679–2693. https://doi.org/10.1061/(ASCE)0733-9445(1986)112:12(2679).
Kareem, A., and R. Bashor. 2006. “Performance of glass/cladding of high-rise buildings in Hurricane Katrina.” Accessed June 2, 2022. https://nathaz.nd.edu/documents/Katrina_AAWE_9-21.pdf.
Karimpour, A., and N. B. Kaye. 2012. “The critical velocity for aggregate blow-off from a built-up roof.” J. Wind Eng. Ind. Aerodyn. 107 (Aug): 83–93. https://doi.org/10.1016/j.jweia.2012.03.031.
Kind, R. J. 1986. “Measurement in small wind tunnels of wind speeds for gravel scour and blowoff from rooftops.” J. Wind Eng. Ind. Aerodyn. 23 (Jan): 223–235. https://doi.org/10.1016/0167-6105(86)90044-9.
Kind, R. J., and R. L. Wardlaw. 1977. “The development of a procedure for the design of rooftops against gravel blow-off and scour in high winds.” In Proc., Symp. on Roofing Technology, 112–123. Gaithersburg, MD: NIST Building and Fire Research Laboratory.
Kind, R. J., and R. L. Wardlaw. 1984. “Behavior in wind of loose-laid roof insulation systems, Part I: Stone scour and blow-off.” In Proc., 4th Canadian Workshop on Wind Engineering, 141–149. Ottawa: Canadian Wind Engineering Association.
Kossin, J. P. 2018. “A global slowdown of tropical-cyclone translation speed.” Nature 558 (7708): 104–107. https://doi.org/10.1038/s41586-018-0158-3.
Li, Y., and B. R. Ellingwood. 2006. “Hurricane damage to residential construction in the US: Importance of uncertainty modeling in risk assessment.” Eng. Struct. 28 (7): 1009–1018. https://doi.org/10.1016/j.engstruct.2005.11.005.
Lin, J. X., D. Surry, and H. W. Tieleman. 1995. “The distribution of pressure near roof corners of flat roof low buildings.” J. Wind Eng. Ind. Aerodyn. 56 (2–3): 235–265. https://doi.org/10.1016/0167-6105(94)00089-V.
Meng, Y., and K. Hibi. 1998. “Turbulent measurements of the flow field around high-rise buildings.” [In Japanese.] J. Wind. Eng. 1998 (76): 55–64. https://doi.org/10.5359/jawe.1998.76_55.
Meroney, R. N., B. M. Leitl, S. Rafailidis, and M. Schatzmann. 1999. “Wind-tunnel and numerical modeling of flow and dispersion about several building shapes.” J. Wind Eng. Ind. Aerodyn. 81 (1–3): 333–345. https://doi.org/10.1016/S0167-6105(99)00028-8.
Minor, J. E. 1994. “Wind-borne debris and the building envelope.” J. Wind Eng. Ind. Aerodyn. 53 (1–2): 207–227. https://doi.org/10.1016/0167-6105(94)90027-2.
Minor, J. E. 2005. “Lessons learned from failures of the building envelope in windstorms.” J. Archit. Eng. 11 (1): 10–13. https://doi.org/10.1061/(ASCE)1076-0431(2005)11:1(10).
Moghim, F., F. T. Xia, and L. Caracoglia. 2015. “Experimental analysis of a stochastic model for estimating wind-borne compact debris trajectory in turbulent winds.” J. Fluids Struct. 54 (Apr): 900–924. https://doi.org/10.1016/j.jfluidstructs.2015.02.007.
Neunlist, J. B. 1983. Questionnaire for glass industries. Houston: Construction Industry Council.
Ouyang, Z., and S. M. Spence. 2020. “A performance-based wind engineering framework for envelope systems of engineered buildings subject to directional wind and rain hazards.” J. Struct. Eng. 146 (5): 04020049. https://doi.org/10.1061/(ASCE)ST.1943-541X.0002568.
Ouyang, Z., and S. M. Spence. 2021. “Performance-based wind-induced structural and envelope damage assessment of engineered buildings through nonlinear dynamic analysis.” J. Wind Eng. Ind. Aerodyn. 208 (Aug): 104452. https://doi.org/10.1016/j.jweia.2020.104452.
Porter, K., K. Farokhnia, D. Vamvatksikos, and I. Cho. 2015. “Guidelines for component-based analytical vulnerability assessment of buildings and nonstructural elements.” Accessed June 2, 2022. http://www.sparisk.com/pubs/Porter-2015-GEM-Analytical-Vulnerability.pdf.
Powell, M. D., et al. 2010. “Reconstruction of Hurricane Katrina’s wind fields for storm surge and wave hindcasting.” Ocean Eng. 37 (1): 26–36. https://doi.org/10.1016/j.oceaneng.2009.08.014.
Powell, M. D., S. H. Houston, L. R. Amat, and N. Morisseau-Leroy. 1998. “The HRD real-time hurricane wind analysis system.” J. Wind Eng. Ind. Aerodyn. 77–78 (Sep): 53–64. https://doi.org/10.1016/S0167-6105(98)00131-7.
Richards, P. J., N. Williams, B. Laing, M. McCarty, and M. Pond. 2008. “Numerical calculation of the three-dimensional motion of wind-borne debris.” J. Wind Eng. Ind. Aerodyn. 96 (10–11): 2188–2202. https://doi.org/10.1016/j.jweia.2008.02.060.
Rose, S., and J. Apt. 2012. “Generating wind time series as a hybrid of measured and simulated data.” Wind Energy 15 (5): 699–715. https://doi.org/10.1002/we.499.
Rosowsky, D. V., and B. R. Ellingwood. 2002. “Performance-based engineering of wood frame housing: Fragility analysis methodology.” J. Struct. Eng. 128 (1): 32–38. https://doi.org/10.1061/(ASCE)0733-9445(2002)128:1(32).
Simiu, E., and D. Yeo. 2019. Wind effects on structures: Modern structural design for wind. 4th ed. Hoboken, NJ: Wiley.
Snaiki, R., T. Wu, A. S. Whittaker, and J. F. Atkinson. 2020. “Hurricane wind and storm surge effects on coastal bridges under a changing climate.” Transp. Res. Rec. 2674 (6): 23–32. https://doi.org/10.1177/0361198120917671.
Solari, G., and F. Tubino. 2002. “A turbulence model based on principal components.” Probab. Eng. Mech. 17 (4): 327–335. https://doi.org/10.1016/S0266-8920(02)00016-4.
Sparks, P. R., S. D. Schiff, and T. A. Reinhold. 1994. “Wind damage to envelopes of houses and consequent insurance losses.” J. Wind Eng. Ind. Aerodyn. 53 (1–2): 145–155. https://doi.org/10.1016/0167-6105(94)90023-X.
Spence, S. M., and A. Kareem. 2014. “Performance-based design and optimization of uncertain wind-excited dynamic building systems.” Eng. Struct. 78 (Nov): 133–144. https://doi.org/10.1016/j.engstruct.2014.07.026.
Stoner, M., and W. Pang. 2019. “Development of a windborne debris impact fragility curve for cross-laminated timber using experimental testing.” J. Wind Eng. Ind. Aerodyn. 190 (Jul): 143–150. https://doi.org/10.1016/j.jweia.2019.04.017.
Taichi, S., T. Yoshihide, Y. Ryuichiro, M. Akashi, Y. Hiroshi, K. Hiroto, and N. Tsuyoshi. 2003. “Development of CFD method for predicting wind environment around a high-rise building: Part 2: The cross comparison of CFD results using various k-ε models for the flowfield around a building model with 4:4:1 shape.” [In Japanese.] AIJ J. Technol. Des. 9 (18): 169–174. https://doi.org/10.3130/aijt.9.169_2.
Tryggeson, H., and M. D. Lyberg. 2010. “Stationary vortices attached to flat roofs.” J. Wind Eng. Ind. Aerodyn. 98 (1): 47–54. https://doi.org/10.1016/j.jweia.2009.09.001.
van de Lindt, J. W., and T. N. Dao. 2009. “Performance-based wind engineering for wood-frame buildings.” J. Struct. Eng. 135 (2): 169–177. https://doi.org/10.1061/(ASCE)0733-9445(2009)135:2(169).
van de Lindt, J. W., A. Graettinger, R. Gupta, T. Skaggs, S. Pryor, and K. J. Fridley. 2007. “Performance of wood-frame structures during Hurricane Katrina.” J. Perform. Constr. Facil. 21 (2): 108–116. https://doi.org/10.1061/(ASCE)0887-3828(2007)21:2(108).
Vickery, P. J., P. F. Skerlj, J. Lin, L. A. Twisdale, M. A. Young, and F. M. Lavelle. 2006. “HAZUS-MH hurricane model methodology. II: Damage and loss estimation.” Nat. Hazards Rev. 7 (2): 94–103. https://doi.org/10.1061/(ASCE)1527-6988(2006)7:2(94).
Wang, H., and T. Wu. 2022. “Statistical investigation of wind duration using a refined hurricane track model.” J. Wind Eng. Ind. Aerodyn. 221 (Feb): 104908. https://doi.org/10.1016/j.jweia.2022.104908.
Yoshie, R., A. Mochida, Y. Tominaga, H. Kataoka, K. Harimoto, T. Nozu, and T. Shirasawa. 2007. “Cooperative project for CFD prediction of pedestrian wind environment in the Architectural Institute of Japan.” J. Wind Eng. Ind. Aerodyn. 95 (9–11): 1551–1578. https://doi.org/10.1016/j.jweia.2007.02.023.
Yu, N., N. Yiu, Y. Yu, and P. Tsang. 2020. “Glass damages study in Hong Kong in Typhoon Mangkhut.” In Proc., 4th Hong Kong Wind Engineering Society Workshop. Kowloon, Hong Kong: Hong Kong Wind Engineering Society.

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Go to Journal of Structural Engineering
Journal of Structural Engineering
Volume 149Issue 5May 2023

History

Received: Jun 7, 2022
Accepted: Jan 3, 2023
Published online: Feb 28, 2023
Published in print: May 1, 2023
Discussion open until: Jul 28, 2023

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Graduate Student, Dept. of Civil and Environmental Engineering, Colorado State Univ., Fort Collins, CO 80523. ORCID: https://orcid.org/0000-0002-3119-5627. Email: [email protected]
Yanlin Guo, A.M.ASCE [email protected]
Assistant Professor, Dept. of Civil and Environmental Engineering, Colorado State Univ., Fort Collins, CO 80523 (corresponding author). Email: [email protected]
John W. van de Lindt, F.ASCE [email protected]
Harold H. Short Endowed Chair Professor, Dept. of Civil and Environmental Engineering, Colorado State Univ., Fort Collins, CO 80523. Email: [email protected]

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