Structural expected lifetime estimation for systems with multiple failure modes based on adaptive learning kriging models

H Zhan, H Liu, NC **ao - IEEE Transactions on Reliability, 2023 - ieeexplore.ieee.org
Structural safety is a critical concern when dealing with uncertainty, and the expected
lifetime is an essential metric for its quantification. Physics-driven methods offer adequate …

Parameter calibration in wake effect simulation model with stochastic gradient descent and stratified sampling

B Liu, X Yue, E Byon, RA Kontar - The Annals of Applied Statistics, 2022 - projecteuclid.org
Parameter calibration in wake effect simulation model with stochastic gradient descent and
stratified sampling Page 1 The Annals of Applied Statistics 2022, Vol. 16, No. 3, 1795–1821 …

Nonparametric importance sampling for wind turbine reliability analysis with stochastic computer models

S Li, YM Ko, E Byon - The Annals of Applied Statistics, 2021 - projecteuclid.org
Using aeroelastic stochastic simulations, this study presents an importance sampling
method for assessing wind turbine reliability. As the size of modern wind turbines gets …