...Corey M. Parrott; Diab W. Abueidda; Kai A. James The computational cost of traditional gradient-based topology optimization is amplified for multidisciplinary design optimization (MDO) problems, most notably when coupling between physics disciplines is accounted for. To alleviate this, we...

... for publication in the J ournal of M echanical D esign . 14 01 2022 26 02 2023 27 02 2023 06 03 2023 design methodology design optimization design theory product design tolerance analysis and design Directorate for Engineering 10.13039/100000084 NSF-1923164...

... by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 08 07 2022 11 01 2023 12 01 2023 20 02 2023 product platform learning by doing design for market systems design optimization mixed-integer nonlinear programing global...

... echanical D esign . 01 05 2022 07 02 2023 09 02 2023 17 02 2023 Email: tlumpe@ethz.ch Email: kshea@ethz.ch design optimization kinematics linkages mechanism synthesis mechanism theory Accepted Manuscript Not Copyedited Journal of Mechanical Design. Received May...

... author. Email: rmalak@tamu.edu Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 15 06 2022 20 01 2023 23 01 2023 17 02 2023 design optimization metamodeling multi-objective optimization Bayesian...

.... , and Chateauneuf , A. , 2010 , “ Benchmark Study of Numerical Methods for Reliability-Based Design Optimization ,” Struct. Multidiscipl. Optim. , 41 ( 2 ), pp. 277 – 294 . 10.1007/s00158-009-0412-2 [3] Yu , H. , Khan , M. , Wu , H. , Zhang , C. , Du , X. , Chen , R. , Fang...

... by the Design Theory and Methodology Committee of ASME for publication in the J ournal of M echanical D esign . 25 05 2022 07 12 2022 09 12 2022 10 01 2023 conceptual design design optimization design process design theory Product design robot design Cordis...

.... , Vigil , D. M. , and Wildey , T. M. , 2019 , “ DAKOTA, a Multilevel Parallel Object-Oriented Framework for Design Optimization, Parameter Estimation, Uncertainty Quantification, and Sensitivity Analysis: Version 6.11 Reference Manual ,” Technical Report. computational geometry computer...

...@illinois.edu Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 13 06 2022 08 10 2022 14 10 2022 17 11 2022 data-driven design design optimization design theory and methodology generative design machine...

...Randall J. Kania; Shapour Azarm Engineering design optimization problems often have two competing objectives as well as uncertainty. For these problems, quite often there is interest in obtaining feasibly robust optimum solutions. Feasibly robust here refers to solutions that are feasible under all...

.... National Aeronautics and Space Administration 10.13039/100000104 22003-20-041 Rocky Mountain NASA Space Grant Consortium 10.13039/100005764 FELLOWSHIP compliant mechanisms design optimization design process simulation-based design 30 06 2022 16 09 2022 01 10 2022...

...Wei (Wayne) Chen; Doksoo Lee; Oluwaseyi Balogun; Wei Chen Deep generative models have demonstrated effectiveness in learning compact and expressive design representations that significantly improve geometric design optimization. However, these models do not consider the uncertainty introduced...

... , Y. , Zheng , G. , Dong , G. , and Zhao , Y. F. , 2020 , “ Rapid Modeling and Design Optimization of Multi-Topology Lattice Structure Based on Unit-Cell Library ,” ASME J. Mech. Des. , 142 ( 9 ), p. 091705 . 10.1115/1.4046812 [23] Zhang , J. Z. , Sharpe , C...

... for various objectives and physics, such as design of structures for the best performance or design of microstructures for desired material properties. Defense Sciences Office, DARPA 10.13039/100006502 HR00111920031 design optimization machine learning generative design 12 07...

... . 08 12 2021 10 08 2022 12 08 2022 20 09 2022 design optimization explicit model predictive control parametric optimization Designing controllers plays an increasingly important aspect in many fields of engineering design as more dynamic systems are actively controlled...

... in Fig. 6 , for solving holistic SPI2 design problems. This framework can be viewed as a nested design optimization strategy [ 181 , 182 ] where the outer loop (Stage 1) navigates 3D spatial topological decisions and an inner loop (Stage 2) identifies optimal physics-based system performance for each...

... by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 21 02 2022 14 06 2022 17 06 2022 22 07 2022 design of machine elements design optimization linkages topology optimization During high-speed tasks, large accelerations...

... pair 3D modification design integration design optimization gear design gear dynamics gear geometry Herringbone gear is often regarded as two helical gears with the same helix angle but its opposite directions. Besides having the transmission characteristics of helical gear, it can...

... for flexion–extension angles, segment angles, and cable extensions for the chosen population. conceptual design design optimization design theory and methodology kinematics medical and biodesign of mechanisms and robotics multidisciplinary design and optimization Ministerio de Ciencia e...

... implemented in ocean engineering [ 50 – 52 ] and marine architecture design. Cui et al. proposed the use of reinforcement learning for a multi-objective ship hull design optimization [ 53 ]. Yu and Wang utilized principal component analysis (PCA) to compress ship hull designs and train a DNN on top...