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Keywords: uncertainty modeling
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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
... design uncertainty analysis uncertainty modeling To support and improve the reliability of product design, the performance of the product and system with respect to design variables must be repeatedly determined through testing in complex system analysis, uncertainty quantification...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2024, 146(5): 051709.
Paper No: MD-23-1484
Published Online: January 29, 2024
... uncertainty modeling In mechanical design, the prevention of failures is a key objective, making it crucial to predict when and how failures might occur, as well as the associated costs. Engineering analysis plays a vital role in this process by predicting the performance of a given design using...
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
... the overall features of PDF, which has caused more and more attention in the field of reliability analysis. fractional moment maximum entropy method reliability analysis polynomial modification reliability in design uncertainty analysis uncertainty modeling 07 08 2023 29 11 2023...
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
... problem design automation reliability in design uncertainty analysis uncertainty modeling This section briefly reviews the Monte Carlo simulation method for probability estimation with confidence intervals. Section 2.1 briefly reviews the MCS method and analyzes the challenges in rare event...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2023, 145(1): 011703.
Paper No: MD-22-1256
Published Online: October 31, 2022
... echanical D esign . 26 04 2022 29 09 2022 30 09 2022 31 10 2022 artificial intelligence data-driven design design for manufacturing design optimization generative modeling robust design uncertainty modeling National Science Foundation 10.13039/100000001 OAC...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2023, 145(1): 012001.
Paper No: MD-22-1210
Published Online: October 7, 2022
... . 08 04 2022 21 07 2022 29 07 2022 07 10 2022 metal additive manufacturing finite element analysis uncertainty quantification validation metric metamodel metamodeling risk-based design simulation-based design uncertainty modeling Natural Sciences and Engineering...
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
... 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 of Fluid Power and Mechatronic Systems 10.13039/501100011310...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091703.
Paper No: MD-21-1733
Published Online: June 13, 2022
... Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 01 12 2021 28 04 2022 04 05 2022 13 06 2022 Gaussian processes data fusion calibration emulation manifold learning machine learning metamodeling uncertainty...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091704.
Paper No: MD-21-1740
Published Online: June 13, 2022
.... Comput. Phys. , 276 , pp. 665 – 680 . 10.1016/j.jcp.2014.08.005 digital twin additive manufacturing uncertainty quantification process design process control sensing model updating design for manufacturing simulation-based design uncertainty analysis uncertainty modeling...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091705.
Paper No: MD-21-1780
Published Online: June 13, 2022
... design of experiments design optimization machine learning metamodeling uncertainty modeling Design of experiments (DOE) [ 1 , 2 ] is an essential aspect of most, if not all, engineering tasks. Tasks ranging from choosing geometric parameters for aircraft rotors to pharmacological drug design...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021712.
Paper No: MD-21-1228
Published Online: December 6, 2021
... of ASME for publication in the J ournal of M echanical D esign . 21 04 2021 13 10 2021 15 10 2021 06 12 2021 artificial intelligence data-driven design design optimization generative design machine learning uncertainty modeling Advanced Research Projects...
Includes: Supplementary data
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2022, 144(5): 051701.
Paper No: MD-21-1123
Published Online: December 6, 2021
... simulation-based design metamodeling Bayesian optimization uncertainty modeling occupant restraint system‌ Arizona State University 10.13039/100007482 ASUB00000374 Crashworthiness optimization is an essential design aspect of modern vehicles and plays a critical role in preventing...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2022, 144(5): 051704.
Paper No: MD-21-1500
Published Online: December 6, 2021
... 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 uncertainty modeling Traditional deterministic topology optimization (DTO) aims...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2022, 144(4): 041703.
Paper No: MD-21-1077
Published Online: November 11, 2021
... ground vehicle outcrossing rate reliability-based mission planning rapidly exploring random tree uncertain environment mobile robots reliability in design simulation-based design uncertainty analysis uncertainty modeling Automotive Research Center 10.13039/100008192 W56HZV-04-2-0001...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2022, 144(3): 031701.
Paper No: MD-21-1185
Published Online: September 28, 2021
... esign . 03 04 2021 26 08 2021 29 08 2021 28 09 2021 reliability analysis evidence theory joint focal element Kriging model industrial robot reliability in design uncertainty analysis uncertainty modeling National Natural Science Foundation of China...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021705.
Paper No: MD-21-1236
Published Online: September 21, 2021
... 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 Scholarship Award...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2021, 143(11): 111701.
Paper No: MD-20-1500
Published Online: May 4, 2021
... approximation-based optimal design multidisciplinary design and optimization simulation-based design uncertainty modeling Simulation-based design for modern engineering systems manifests two general characteristics. First, many systems contain multiple component models, which are interconnected...