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Keywords: uncertainty analysis
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Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2024, 146(10): 101706.
Paper No: MD-23-1836
Published Online: March 18, 2024
... statistical moment function mixed-degree cubature formula Box–Cox transformation moment method reliability in design uncertainty analysis National Natural Science Foundation of China 10.13039/501100001809 12272300 12302154 In view of the widespread uncertainty in the engineering...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2024, 146(8): 081704.
Paper No: MD-23-1618
Published Online: March 5, 2024
..., including simulation-based design optimization and uncertainty analysis. The application of GP-based surrogate models in these areas enable engineers and researchers to efficiently assess and account for uncertainties in diverse engineering processes, providing valuable insights for decision-making and risk...
Journal Articles
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2024, 146(10): 101701.
Paper No: MD-23-1304
Published Online: March 5, 2024
... model reliability in design uncertainty analysis Reliability analysis has been widely applied to engineering structures. The popular analysis methods include the first-order reliability method (FORM) [ 1 – 9 ], the second-order reliability method (SORM) [ 10 – 20 ], the moment method [ 21 – 23...
Journal Articles
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2024, 146(6): 061704.
Paper No: MD-23-1550
Published Online: December 18, 2023
... ournal of M echanical D esign . 07 08 2023 29 11 2023 30 11 2023 18 12 2023 fractional moment maximum entropy method reliability analysis polynomial modification reliability in design uncertainty analysis uncertainty modeling Structural reliability analysis...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2024, 146(5): 051707.
Paper No: MD-23-1554
Published Online: December 15, 2023
... learning design automation metamodeling simulation-based design uncertainty analysis Effective vehicle design needs to meet both regulatory and other essential standards [ 1 , 2 ]. At the forefront of these considerations is the design of structures optimized for controlled deformation, which...
Journal Articles
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2023, 145(10): 101701.
Paper No: MD-22-1783
Published Online: July 19, 2023
...-dimensional problem design automation reliability in design uncertainty analysis uncertainty modeling 28 12 2022 05 06 2023 08 06 2023 19 07 2023 Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 1...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2023, 145(8): 081705.
Paper No: MD-22-1411
Published Online: June 15, 2023
... uncertainty analysis Hebei Province Science and Technology Support Program 10.13039/501100005064 B2021005004 National Natural Science Foundation of China 10.13039/501100001809 52275244 51905146 12102122 In practical engineering problems, uncertainties generally exist...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2023, 145(7): 071702.
Paper No: MD-22-1753
Published Online: May 17, 2023
... esign . 06 12 2022 15 03 2023 17 03 2023 17 05 2023 evidence theory reliability analysis deep learning stacked autoencoders uncertainty analysis Due to limitations in measurement technologies and cognitive proficiency, uncertainties widely exist in practical...
Journal Articles
Publisher: ASME
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
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2023, 145(2): 023303.
Paper No: MD-22-1159
Published Online: November 17, 2022
... uncertainty analysis method. For the uncertainties in the industrial robot derived from manufacturing tolerances, joint clearances, and aging, it is impossible to provide a large amount of sample information and the deterministic distribution type to establish a reasonable probability model. In view...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2023, 145(1): 011705.
Paper No: MD-22-1319
Published Online: November 17, 2022
... model microstructural uncertainties machine learning metamodeling multiobjective optimization uncertainty analysis 23 05 2022 03 10 2022 07 10 2022 17 11 2022 Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D...
Journal Articles
Publisher: ASME
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 Over the past decades, reliability-based design optimization (RBDO) has been widely used for engineering...
Journal Articles
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091709.
Paper No: MD-22-1162
Published Online: August 4, 2022
... machine learning risk-based design simulation-based design uncertainty analysis uncertainty modeling As an emerging technique, autonomous ground vehicles (AGVs) have gained much attention in different applications in recent years, since they can increase traffic efficiency, reduce...
Journal Articles
Publisher: ASME
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
Publisher: ASME
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
Publisher: ASME
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...