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Keywords: approximation-based optimal design
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Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2025, 147(3): 031704.
Paper No: MD-24-1311
Published Online: October 18, 2024
... approximation-based optimal design metamodeling National Natural Science Foundation of China 10.13039/501100001809 2023YFB3406900 Equipment design optimization has posed growing challenging due to the rising complexity of equipment. Complex equipment usually comprises multiple components...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2023, 145(9): 091701.
Paper No: MD-22-1737
Published Online: June 15, 2023
... dynamic hybrid sampling hypercube shrinking approximation-based optimal design metamodeling National Natural Science Foundation of China 10.13039/501100001809 Grant No. 51575205 In the dynamic control system, the system state evolves through time and the system response depends...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2023, 145(8): 081704.
Paper No: MD-23-1006
Published Online: June 9, 2023
... 2023 09 03 2023 10 03 2023 09 06 2023 multi-objective optimization expensive constraints LASSO ANN grey wolf optimizer high-temperature superconducting magnet AI approximation-based optimal design design optimization machine learning metamodeling multi-objective...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. June 2023, 145(6): 064502.
Paper No: MD-22-1579
Published Online: March 16, 2023
... for publication in the J ournal of M echanical D esign . 12 09 2022 20 02 2023 20 02 2023 16 03 2023 hybrid six-bar mechanism non-circular gear pitch curve non-circularity smoothness rigid body guidance optimization synthesis. approximation-based optimal design linkages...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2023, 145(6): 061703.
Paper No: MD-22-1200
Published Online: March 15, 2023
..., the computational expenditure as a constraint for the designs has not been well investigated. We aim to address them both in this work. 02 04 2022 30 01 2023 02 02 2023 15 03 2023 approximation-based optimal design design of experiments metamodeling space-filling design...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091707.
Paper No: MD-21-1483
Published Online: June 16, 2022
... 2022 06 02 2022 16 06 2022 approximation-based optimal design artificial intelligence data-driven design design theory and methodology expert systems machine learning simulation-based design The ship design stage [ 1 ] is one of the most time-consuming and labor-intensive...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2022, 144(8): 081704.
Paper No: MD-21-1729
Published Online: May 27, 2022
... 20 04 2022 25 04 2022 27 05 2022 approximation-based optimal design computational geometry design for assembly design optimization design representation Path planning emerges in a variety of real-world problems. For example, as new technologies such as electrification...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 022001.
Paper No: MD-21-1256
Published Online: December 6, 2021
... Contributed by the Design for Manufacturing Committee of ASME for publication in the J ournal of M echanical D esign . 26 04 2021 16 10 2021 19 10 2021 06 12 2021 approximation-based optimal design data-driven design machine learning surrogate model National...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021704.
Paper No: MD-21-1177
Published Online: September 21, 2021
... metamodel structural design approximation-based optimal design conceptual design design methodology design of experiments design representation expert systems machine learning metamodeling simulation-based design structural optimization Surrogate models, also known as metamodels, response...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021703.
Paper No: MD-21-1235
Published Online: September 15, 2021
... mechanism with aperiodic microstructures and multiple materials. 22 04 2021 17 08 2021 18 08 2021 15 09 2021 Gaussian process machine learning big data categorical factor multi-response latent variable topology optimization approximation-based optimal design artificial...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2022, 144(1): 011701.
Paper No: MD-20-1813
Published Online: July 20, 2021
..., it is often desired to minimize the weight of connectors by minimizing their corresponding lengths. However, finding the shortest routes for connectors in a limited space left at the final design stages while avoiding collisions with objects in the environment is a challenge. approximation-based...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2021, 143(11): 111704.
Paper No: MD-20-1858
Published Online: May 28, 2021
... CFD to simulate a convection oven, which took up to five hours per simulation [ 2 ]; 10,000 runs of such models require 5 years of run time to complete, which is simply infeasible. approximation-based optimal design design optimization metamodeling multidisciplinary design and optimization...
Journal Articles
Journal:
Journal of Mechanical Design
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...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2021, 143(7): 071702.
Paper No: MD-20-1498
Published Online: February 5, 2021
... approximation-based optimal design design for X systems design Cyber – physical systems (CPS) are physical devices that have highly integrated functions of sensing, actuation, computation, and communication. Currently, both consumer and commercial products are becoming more intelligent...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2021, 143(1): 011708.
Paper No: MD-20-1007
Published Online: August 18, 2020
... 06 2020 18 08 2020 approximation-based optimal design design methodology design optimization energy systems design hierarchical modeling multiobjective optimization simulation-based design systems design Performance demands on a wide range of engineered systems...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2020, 142(3): 031114.
Paper No: MD-19-1444
Published Online: January 25, 2020
... of applications [ 1 – 3 ]. Metamodels offer modelers significant monetary and computational advantages as they can efficiently approximate expensive simulations [ 4 ] based on a small number of samples. adaptive sampling metamodeling dynamic programming approximation-based optimal design decision...