Quantification of margins and uncertainties of complex systems in the presence of aleatoric and epistemic uncertainty
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DOI: 10.1016/j.ress.2010.08.010
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References listed on IDEAS
- Wilson, Alyson G. & Huzurbazar, Aparna V., 2007. "Bayesian networks for multilevel system reliability," Reliability Engineering and System Safety, Elsevier, vol. 92(10), pages 1413-1420.
- Jiang, Xiaomo & Mahadevan, Sankaran, 2007. "Bayesian risk-based decision method for model validation under uncertainty," Reliability Engineering and System Safety, Elsevier, vol. 92(6), pages 707-718.
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Cited by:
- Park, Chan Y. & Kim, Nam H. & Haftka, Raphael T., 2014. "How coupon and element tests reduce conservativeness in element failure prediction," Reliability Engineering and System Safety, Elsevier, vol. 123(C), pages 123-136.
- Hund, Lauren & Schroeder, Benjamin, 2020. "A causal perspective on reliability assessment," Reliability Engineering and System Safety, Elsevier, vol. 195(C).
- Baraldi, Piero & Mangili, Francesca & Zio, Enrico, 2013. "Investigation of uncertainty treatment capability of model-based and data-driven prognostic methods using simulated data," Reliability Engineering and System Safety, Elsevier, vol. 112(C), pages 94-108.
- Sankararaman, Shankar & Mahadevan, Sankaran, 2015. "Integration of model verification, validation, and calibration for uncertainty quantification in engineering systems," Reliability Engineering and System Safety, Elsevier, vol. 138(C), pages 194-209.
- Chen, Jie & Yu, Yang & Liu, Yongming, 2022. "Physics-guided mixture density networks for uncertainty quantification," Reliability Engineering and System Safety, Elsevier, vol. 228(C).
- Helton, Jon C. & Brooks, Dusty M. & Sallaberry, Cédric J., 2020. "Property values associated with the failure of individual links in a system with multiple weak and strong links," Reliability Engineering and System Safety, Elsevier, vol. 195(C).
- Chemweno, Peter & Pintelon, Liliane & Muchiri, Peter Nganga & Van Horenbeek, Adriaan, 2018. "Risk assessment methodologies in maintenance decision making: A review of dependability modelling approaches," Reliability Engineering and System Safety, Elsevier, vol. 173(C), pages 64-77.
- Shah, Harsheel & Hosder, Serhat & Winter, Tyler, 2015. "Quantification of margins and mixed uncertainties using evidence theory and stochastic expansions," Reliability Engineering and System Safety, Elsevier, vol. 138(C), pages 59-72.
- McKeand, Austin M. & Gorguluarslan, Recep M. & Choi, Seung-Kyum, 2021. "Stochastic analysis and validation under aleatory and epistemic uncertainties," Reliability Engineering and System Safety, Elsevier, vol. 205(C).
- Nikishova, Anna & Comi, Giovanni E. & Hoekstra, Alfons G., 2020. "Sensitivity analysis based dimension reduction of multiscale models," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 170(C), pages 205-220.
- Helton, Jon C. & Brooks, Dusty M. & Sallaberry, Cédric J., 2020. "Margins associated with loss of assured safety for systems with multiple weak links and strong links," Reliability Engineering and System Safety, Elsevier, vol. 195(C).
- Yao, Wen & Chen, Xiaoqian & Huang, Yiyong & van Tooren, Michel, 2013. "An enhanced unified uncertainty analysis approach based on first order reliability method with single-level optimization," Reliability Engineering and System Safety, Elsevier, vol. 116(C), pages 28-37.
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Keywords
Margin and uncertainty quantification; Aleatoric and epistemic uncertainty; Bayes networks;All these keywords.
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