Uncertainty quantification of machining simulations using an in situ emulator

Gul, Evren; Joseph, V. Roshan; Yan, Huan; Melkote, Shreyes N.

doi:10.1080/00224065.2018.1474689

Title: Uncertainty quantification of machining simulations using an in situ emulator

Journal Article · Tue Jul 03 00:00:00 EDT 2018 · Journal of Quality Technology

DOI:https://doi.org/10.1080/00224065.2018.1474689· OSTI ID:1540317

Gul, Evren ^[1]; Joseph, V. Roshan ^[2]; Yan, Huan ^[3]; Melkote, Shreyes N. ^[2]

Precima, A LoyaltyOne Company, Chicago, Illinois
Georgia Institute of Technology, Atlanta, Georgia
Wells Fargo &, Company, Charlotte, North Carolina

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Research Organization:: Third Wave Systems, Eden Prairie, MN (United States)

Sponsoring Organization:: USDOE Office of Energy Efficiency and Renewable Energy (EERE)

DOE Contract Number:: EE0005762

OSTI ID:: 1540317

Journal Information:: Journal of Quality Technology, Vol. 50, Issue 3; ISSN 0022-4065

Publisher:: American Society for Quality (ASQ)

Country of Publication:: United States

Language:: English

References (13)

Optimal Sliced Latin Hypercube Designs Ba, Shan; Myers, William R.; Brenneman, William A. Technometrics, Vol. 57, Issue 4 https://doi.org/10.1080/00401706.2014.957867	journal	October 2015
Stochastic structural dynamic analysis using Bayesian emulators DiazDelaO, F. A.; Adhikari, S.; Saavedra Flores, E. I. Computers & Structures, Vol. 120 https://doi.org/10.1016/j.compstruc.2013.01.013	journal	April 2013
Local Gaussian Process Approximation for Large Computer Experiments Gramacy, Robert B.; Apley, Daniel W. Journal of Computational and Graphical Statistics, Vol. 24, Issue 2 https://doi.org/10.1080/10618600.2014.914442	journal	April 2015
Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems Helton, J. C.; Davis, F. J. Reliability Engineering & System Safety, Vol. 81, Issue 1 https://doi.org/10.1016/S0951-8320(03)00058-9	journal	July 2003
Survey of sampling-based methods for uncertainty and sensitivity analysis Helton, J. C.; Johnson, J. D.; Sallaberry, C. J. Reliability Engineering & System Safety, Vol. 91, Issue 10-11 https://doi.org/10.1016/j.ress.2005.11.017	journal	October 2006
Analysis of Computer Experiments With Functional Response Hung, Ying; Joseph, V. Roshan; Melkote, Shreyes N. Technometrics, Vol. 57, Issue 1 https://doi.org/10.1080/00401706.2013.869263	journal	January 2015
Rejoinder Joseph, V. Roshan Quality Engineering, Vol. 28, Issue 1 https://doi.org/10.1080/08982112.2015.1100452	journal	January 2016
Maximum projection designs for computer experiments Joseph, V. Roshan; Gul, Evren; Ba, Shan Biometrika, Vol. 102, Issue 2 https://doi.org/10.1093/biomet/asv002	journal	March 2015
Regression and Kriging metamodels with their experimental designs in simulation: A review Kleijnen, Jack P. C. European Journal of Operational Research, Vol. 256, Issue 1 https://doi.org/10.1016/j.ejor.2016.06.041	journal	January 2017
Sliced space-filling designs Qian, P. Z. G.; Wu, C. F. J. Biometrika, Vol. 96, Issue 4 https://doi.org/10.1093/biomet/asp044	journal	October 2009
Design and Analysis of Computer Experiments Sacks, Jerome; Welch, William J.; Mitchell, Toby J. Statistical Science, Vol. 4, Issue 4 https://doi.org/10.1214/ss/1177012413	journal	November 1989
The Design and Analysis of Computer Experiments Santner, Thomas J.; Williams, Brian J.; Notz, William I. Springer Series in Statistics https://doi.org/10.1007/978-1-4757-3799-8	book	January 2003
Characterization of Dynamic Response of Structures With Uncertainty by Using Gaussian Processes Xia, Z.; Tang, J. Journal of Vibration and Acoustics, Vol. 135, Issue 5 https://doi.org/10.1115/1.4023998	journal	June 2013

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