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Keywords: time-dependent reliability analysis
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Proceedings Papers

Proc. ASME. IDETC-CIE2020, Volume 11B: 46th Design Automation Conference (DAC), V11BT11A035, August 17–19, 2020
Paper No: DETC2020-22006
...Abstract Abstract This paper presents a long short-term memory (LSTM)-based ensemble learning framework for time-dependent reliability analysis. To deal with the time-dependent uncertainties, a LSTM network is first adopted to capture the system dynamics. As a result, time-dependent system...
Proceedings Papers

Proc. ASME. IDETC-CIE2008, Volume 1: 34th Design Automation Conference, Parts A and B, 1123-1132, August 3–6, 2008
Paper No: DETC2008-49415
... usage by as many as 46% comparing to the original design. reliability-based design optimization Kriging model time-dependent reliability analysis April 25, 2008 20:46 In A K . c g a providing a useable flow rate from the faucet outlet. In this study, w u i p s i t t m s r i c t a a i c s p...