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Keywords: uncertainty analysis
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Journal Articles
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 031708.
Paper No: MD-22-1351
Published Online: January 24, 2023
... for publication in the J ournal of M echanical D esign . 13 06 2022 21 12 2022 31 12 2022 24 01 2023 design optimization time- and space-dependent reliability analysis uncertainty analysis Engineers always encounter uncertainty in material properties, part dimensions...
Journal Articles
Article Type: Research Papers
J. Mech. Des. February 2023, 145(2): 023303.
Paper No: MD-22-1159
Published Online: November 17, 2022
... analysis is effectively improved compared with MCS. The reliability analysis results of three PET models are shown in Fig. 12( b ) . Typically, the positioning accuracy reliability of end effector for industrial robot can be calculated using the probabilistic uncertainty analysis method...
Journal Articles
Article Type: Research Papers
J. Mech. Des. January 2023, 145(1): 011705.
Paper No: MD-22-1319
Published Online: November 17, 2022
... echanical D esign . 23 05 2022 03 10 2022 07 10 2022 17 11 2022 Gaussian processes calibration multiscale simulations reduced-order model microstructural uncertainties machine learning metamodeling multiobjective optimization uncertainty analysis Multiscale...
Journal Articles
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 031702.
Paper No: MD-22-1354
Published Online: October 31, 2022
... mapping design methodology metamodeling reliability in design uncertainty analysis National Research Foundation of Korea 10.13039/501100003725 2021K2A9A2A06044278 FY2021 References [1] Hasofer , A. M. , and Lind , N. C. , 1974 , “ Exact and Invariant Second-Moment...
Journal Articles
Article Type: Research Papers
J. Mech. Des. November 2022, 144(11): 111705.
Paper No: MD-22-1087
Published Online: August 8, 2022
... of M echanical D esign . 11 02 2022 01 07 2022 09 07 2022 08 08 2022 reliability analysis importance sampling hybrid Monte Carlo Kriging Gaussian mixture model reliability in design uncertainty analysis National Key Research and Development Program...
Journal Articles
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091709.
Paper No: MD-22-1162
Published Online: August 4, 2022
... risk-based design simulation-based design uncertainty analysis uncertainty modeling 19 03 2022 14 06 2022 24 06 2022 04 08 2022 This work is in part a work of the U.S. Government. ASME disclaims all interest in the U.S. Government’s contributions. Contributed...
Journal Articles
Article Type: Research Papers
J. Mech. Des. November 2022, 144(11): 111702.
Paper No: MD-22-1115
Published Online: July 22, 2022
... 22 07 2022 model validation uncertainty correlation angle metric limited data Mahalanobis distance design validation uncertainty analysis uncertainty modeling National Natural Science Foundation of China 10.13039/501100001809 52111540267 State Key Laboratory...
Journal Articles
Article Type: Research Papers
J. Mech. Des. October 2022, 144(10): 101704.
Paper No: MD-22-1030
Published Online: July 1, 2022
... 07 2022 machine learning metamodeling reliability in design uncertainty analysis National Natural Science Foundation of China 10.13039/501100001809 51875525 51905475 52111540267 Natural Science Foundation of Zhejiang Province 10.13039/501100004731 LY21E050008...
Journal Articles
Article Type: Research Papers
J. Mech. Des. October 2022, 144(10): 101702.
Paper No: MD-21-1587
Published Online: June 30, 2022
... and implement uncertainty analysis under different uncertainty levels (UL) and distributions. Then, with the use of a set of orthogonal polynomials for uniform and Gaussian distribution, respectively, the high dimensional model representation of the mapping relationship is approximately expressed...
Journal Articles
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091704.
Paper No: MD-21-1740
Published Online: June 13, 2022
... variability. A virtual representation of the LPBF process is first constructed using a physics-based model. To enable faster computation required in uncertainty analysis and decision-making, the physics-based model is replaced by a cheaper surrogate model. A two-step surrogate model is proposed when...
Journal Articles
Article Type: Research Papers
J. Mech. Des. August 2022, 144(8): 081703.
Paper No: MD-21-1637
Published Online: April 8, 2022
.... Theory Methods , 18 ( 10 ), pp. 3851 – 3874 . 10.1080/03610928908830127 18 10 2021 16 02 2022 17 02 2022 08 04 2022 conceptual design data-driven design design theory and methodology machine learning uncertainty analysis The designs for new engineering...
Journal Articles
Article Type: Research Papers
J. Mech. Des. June 2022, 144(6): 061703.
Paper No: MD-21-1338
Published Online: January 17, 2022
... engineering uncertainty analysis Flexible design is a well-established approach to mitigate an uncertain future in the lifespan of complex systems [ 1 , 2 ]. One increasingly popular method for implementing flexibility is to design the ability to change “in” systems. This strategy of flexibility...
Journal Articles
Article Type: Research Papers
J. Mech. Des. May 2022, 144(5): 051705.
Paper No: MD-21-1406
Published Online: December 8, 2021
... for Differential Equations With Random Inputs ,” SIAM J. Sci. Comput. , 27 ( 3 ), pp. 1118 – 1139 . 10.1137/040615201 [39] Xiu , D. , 2007 , “ Efficient Collocational Approach for Parametric Uncertainty Analysis ,” Commun. Comput. Phys. , 2 ( 2 ), pp. 293 – 309 . [40] Karhunen , K...
Journal Articles
Article Type: Research Papers
J. Mech. Des. May 2022, 144(5): 051704.
Paper No: MD-21-1500
Published Online: December 6, 2021
... 06 12 2021 robust topology optimization hybrid bounded uncertainties functionally graded materials (FGMs) graphene platelets (GPLs) critical load Gauss–Laguerre quadrature realization vector set design optimization design theory and methodology robust design uncertainty analysis...
Journal Articles
Article Type: Research Papers
J. Mech. Des. April 2022, 144(4): 041703.
Paper No: MD-21-1077
Published Online: November 11, 2021
... environment mobile robots reliability in design simulation-based design uncertainty analysis uncertainty modeling Automotive Research Center 10.13039/100008192 W56HZV-04-2-0001 Identifying a reliable mission path is important for off-road autonomous ground vehicles (AGVs...
Journal Articles
Article Type: Research Papers
J. Mech. Des. April 2022, 144(4): 041702.
Paper No: MD-21-1105
Published Online: November 11, 2021
... the occurrence of a failure. Directorate for Engineering 10.13039/100000084 1923799 reliability analysis dimension reduction physics-based reliability reliability in design uncertainty analysis References [1] Hasofer , A. M. , and Lind , N. C. , 1974 , “ Exact...
Includes: Supplementary data
Journal Articles
Article Type: Research Papers
J. Mech. Des. April 2022, 144(4): 041701.
Paper No: MD-21-1346
Published Online: November 9, 2021
... uncertainty analysis For many system design problems, it is crucial to predict the reliability of the system under design. The reliability prediction can help not only evaluate and select design concepts but also produce a design that satisfies the reliability requirement. Doing so in the design stage...
Journal Articles
Article Type: Research Papers
J. Mech. Des. March 2022, 144(3): 031702.
Paper No: MD-21-1198
Published Online: October 1, 2021
...@ugent.be Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 07 04 2021 26 07 2021 28 07 2021 01 10 2021 design optimization metamodeling multi-objective optimization uncertainty analysis...
Journal Articles
Article Type: Research Papers
J. Mech. Des. March 2022, 144(3): 031701.
Paper No: MD-21-1185
Published Online: September 28, 2021
... the efficiency and is applied to reliability analysis of positioning accuracy for an industrial robot. reliability analysis evidence theory joint focal element Kriging model industrial robot reliability in design uncertainty analysis uncertainty modeling Uncertainties in relevant quantities...
Journal Articles
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021705.
Paper No: MD-21-1236
Published Online: September 21, 2021
... and methodology energy systems design machine learning multidisciplinary design and optimization systems design uncertainty analysis uncertainty modeling Engineering and Physical Sciences Research Council 10.13039/501100000266 EP/R513052/1 World Bank Group 10.13039/100004421...