TY - GEN
T1 - Generation and simple sensitivity analysis of fragility surfaces generated for two failure mechanisms in river levees for flood risk analysis using monte carlo simulations
AU - Lozano-Valcárcel, Juan M.
AU - Obregón, Nelson
N1 - Publisher Copyright:
© ASCE.
PY - 2017
Y1 - 2017
N2 - Levee failure mechanisms have been studied and mathematically described by several authors. However, as some variables may follow stochastically distributed values, the statistical analysis may prove to be difficult and resource consuming. In this paper, Monte Carlo simulations were used to generate fragility curves for two failure mechanisms (overtopping and piping) which represent the behavior of a given levee when facing certain hydrological conditions. This surfaces might be used afterwards in a more complete flood risk analysis. Furthermore, a simple sensitivity analysis was carried out to determine the impact that some geometric variables had on the failure probability surfaces. The results of this analysis suggest that the levee's failure probability due to overtopping is more sensitive to the levee's taluses than to the levee's crest height and width, while the failure probability due to piping is more dependent on the sand layer's thickness than on the seepage length.
AB - Levee failure mechanisms have been studied and mathematically described by several authors. However, as some variables may follow stochastically distributed values, the statistical analysis may prove to be difficult and resource consuming. In this paper, Monte Carlo simulations were used to generate fragility curves for two failure mechanisms (overtopping and piping) which represent the behavior of a given levee when facing certain hydrological conditions. This surfaces might be used afterwards in a more complete flood risk analysis. Furthermore, a simple sensitivity analysis was carried out to determine the impact that some geometric variables had on the failure probability surfaces. The results of this analysis suggest that the levee's failure probability due to overtopping is more sensitive to the levee's taluses than to the levee's crest height and width, while the failure probability due to piping is more dependent on the sand layer's thickness than on the seepage length.
KW - Monte Carlo simulation
KW - flood risk assessment
KW - fragility surfaces
UR - http://www.scopus.com/inward/record.url?scp=85021436816&partnerID=8YFLogxK
U2 - 10.1061/9780784480595.005
DO - 10.1061/9780784480595.005
M3 - Conference contribution
AN - SCOPUS:85021436816
T3 - World Environmental and Water Resources Congress 2017: International Perspectives, History and Heritage, Emerging Technologies, and Student Papers - Selected Papers from the World Environmental and Water Resources Congress 2017
SP - 51
EP - 59
BT - World Environmental and Water Resources Congress 2017
A2 - Dunn, Christopher N.
A2 - Van Weele, Brian
PB - American Society of Civil Engineers (ASCE)
T2 - 17th World Environmental and Water Resources Congress 2017
Y2 - 21 May 2017 through 25 May 2017
ER -