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Keywords: Robust Design
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Journal Articles
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 031703.
Paper No: MD-22-1363
Published Online: November 3, 2022
... = covariance function hyperparameters ϕ = Gaussian probability distribution function Φ = Gaussian cumulative distribution function robust optimization surrogate modeling bi-objective design optimization metamodeling multi-objective optimization robust design...
Journal Articles
Article Type: Research Papers
J. Mech. Des. January 2023, 145(1): 011703.
Paper No: MD-22-1256
Published Online: October 31, 2022
... of uncertainties for new nominal designs. We can combine the proposed deep generative model with robust design optimization or reliability-based design optimization for design under uncertainty. We demonstrated the framework on two real-world engineering design examples and showed its capability of finding...
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. October 2021, 143(10): 101701.
Paper No: MD-20-1657
Published Online: April 9, 2021
... robust design uncertainty analysis Design of complex systems (such as aircrafts and automobiles, etc.) by the all-in-one method is generally difficult to realize due to the incompatibility caused by different simulation tools and software platforms in different disciplines, complicated links...
Journal Articles
Article Type: Technical Briefs
J. Mech. Des. July 2021, 143(7): 074501.
Paper No: MD-20-1732
Published Online: March 15, 2021
... 2021 30 01 2021 15 03 2021 design methodology product design robust design systems design The internet of things (IoT) and the devices in it promise immense business value across a wide range of industry sectors. Examples are rapid transformation of customer-product...
Topics: Design, Sensors
Journal Articles
Article Type: Research Papers
J. Mech. Des. March 2021, 143(3): 031714.
Paper No: MD-20-1689
Published Online: January 29, 2021
... ournal of M echanical D esign . 12 09 2020 18 01 2021 18 01 2021 29 01 2021 agent based systems robust design Stackelberg game agent-based design McComb et al. [ 1 ] introduced the Cognitively-Inspired Simulated Annealing Teams (CISAT) framework, an agent-based...
Journal Articles
Article Type: Research Papers
J. Mech. Des. December 2020, 142(12): 121704.
Paper No: MD-20-1137
Published Online: October 16, 2020
... or locally optimal solutions, and how this is affected by their tools. 03 03 2020 07 08 2020 22 08 2020 16 10 2020 design optimization multiobjective optimization robust design uncertainty modeling Engineering designers use complex computational models to represent...
Journal Articles
Article Type: Research Papers
J. Mech. Des. October 2020, 142(10): 102001.
Paper No: MD-19-1377
Published Online: April 23, 2020
... 2020 22 02 2020 compliant mechanisms joining sequence digital twin design optimization robust design simulation-based design tolerance analysis and design Securing geometry of the produced assemblies has grasped a lot of attention from the early 20th century [ 1 ]. Methods...
Journal Articles
Article Type: Research Papers
J. Mech. Des. August 2020, 142(8): 081703.
Paper No: MD-18-1712
Published Online: February 14, 2020
...Anand Balu Nellippallil; Pranav Mohan; Janet K. Allen; Farrokh Mistree In this paper, we extend our previous work on a goal-oriented inverse design method to carry out inverse robust design by managing the uncertainty involved. The extension embodies the introduction of specific robust design goals...
Journal Articles
Article Type: Research Papers
J. Mech. Des. March 2020, 142(3): 031110.
Paper No: MD-19-1407
Published Online: December 26, 2019
... quality loss is obtained directly during the regression model building process. Four examples are used to demonstrate the robustness analysis method. The proposed method can be used for robustness analysis during robust design optimization (RDO) under time- and space-dependent uncertainty. 08 06...
Journal Articles
Article Type: Research Papers
J. Mech. Des. May 2020, 142(5): 051703.
Paper No: MD-19-1102
Published Online: November 25, 2019
... ( 2 ), pp. 323 – 334 . 10.1007/s10898-009-9496-x [9] Li , M. , Azarm , S. , and Aute , V. , 2005 , “ A Multi-Objective Genetic Algorithm for Robust Design Optimization ,” Proceedings of the 7th Annual Conference on Genetic and Evolutionary Computation , Washington, DC , June...
Topics: Optimization
Journal Articles
Article Type: Research Papers
J. Mech. Des. February 2020, 142(2): 021405.
Paper No: MD-18-1898
Published Online: October 17, 2019
... , F. , 1996 , “ A Procedure for Robust Design: Minimizing Variations Caused by Noise Factors and Control Factors ,” ASME J. Mech. Des. , 118 ( 4 ), pp. 478 – 485 . 10.1115/1.2826915 [2] Arendt , P. D. , Apley , D. W. , and Chen , W. , 2013 , “ Objective-Oriented Sequential...
Journal Articles
Article Type: Research Papers
J. Mech. Des. January 2020, 142(1): 011403.
Paper No: MD-18-1795
Published Online: October 3, 2019
... by proposing and solving a novel problem formulation based on robust design optimization (RDO) principles. Specifically, a co-design method known as multidisciplinary dynamic system design optimization (MDSDO) is used as the basis for an RDO problem formulation and implementation. The robust objective...
Journal Articles
Article Type: Research-Article
J. Mech. Des. June 2018, 140(6): 061401.
Paper No: MD-17-1615
Published Online: March 26, 2018
... optimization Design automation Design optimization Multiobjective optimization Robust design Optimization This work is primarily motivated by theoretical and practical considerations related to engineering design automation processes. Concretely, the presented approach stems from the desire...
Journal Articles
Article Type: Research-Article
J. Mech. Des. March 2018, 140(3): 031401.
Paper No: MD-17-1459
Published Online: December 21, 2017
...Mengyu Wang; Hanumanthrao Kannan; Christina Bloebaum In probabilistic approaches to engineering design, including robust design, mean and variance are commonly used as the optimization objectives. This method, however, has significant limitations. For one, some mean–variance Pareto efficient...
Journal Articles
Article Type: Research-Article
J. Mech. Des. October 2017, 139(10): 101403.
Paper No: MD-16-1799
Published Online: August 30, 2017
... Arithmetic/Affine Arithmetic Approach for Robust Design Optimization With Interval Uncertainty ,” ASME J. Mech. Des. , 138 ( 4 ), p. 041403 . 10.1115/1.4032630 [14] Ayyub , B. , Akpan , U. , Koko , T. , and Dunbar , T. , 2015 , “ Reliability-Based Optimal Design of Steel Box...
Journal Articles
Article Type: Research-Article
J. Mech. Des. December 2016, 138(12): 121405.
Paper No: MD-16-1414
Published Online: September 19, 2016
... ,” ASME J. Mech. Des. , 130 ( 12 ), p. 121401 . 10.1115/1.2988476 [12] Arvidsson , M. , and Gremyr , I. , 2008 , “ Principles of Robust Design Methodology ,” Quality Reliab. Eng. Int. , 24 ( 1 ), pp. 23 – 35 . 10.1002/qre.864 [13] Park , G. , Lee , T. , Lee , D...
Journal Articles
Article Type: Guest Editorial
J. Mech. Des. November 2016, 138(11): 110301.
Paper No: MD-16-1540
Published Online: September 16, 2016
... technical briefs that are presented in this special issue highlight developments in uncertainty propagation and design using probabilistic and nonprobabilistic methods, uncertainty reduction and risk management in design, algorithms for robust design, model validation, design for resilience...
Journal Articles
Article Type: Research-Article
J. Mech. Des. November 2016, 138(11): 111407.
Paper No: MD-16-1166
Published Online: September 12, 2016
... specific subdefinitions of robustness, namely the “robust concept,” “robust design,” “robust function,” and “robust product.” 1 Corresponding author. Contributed by the Design Automation Committee of ASME for publication in the J OURNAL OF M ECHANICAL D ESIGN . Manuscript received February 29...
Journal Articles
Article Type: Research-Article
J. Mech. Des. November 2016, 138(11): 111406.
Paper No: MD-16-1161
Published Online: September 12, 2016
... * , f 2 * ) to the Pareto front set after dominance checking. In this section, the proposed RS-MDO method is introduced in detail. First, we solve the issues in the full autonomy optimization stage, and a robust design point is found for each subsystem. Then the strategy to handle the coupling...