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Keywords: design of experiments
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Journal Articles
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091701.
Paper No: MD-21-1520
Published Online: June 13, 2022
... reliability path planning simulation Physarum algorithm design automation design of experiments reliability in design simulation-based design 19 08 2021 30 11 2021 01 12 2021 13 06 2022 This work is in part a work of the U.S. Government. ASME disclaims all interest...
Journal Articles
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091705.
Paper No: MD-21-1780
Published Online: June 13, 2022
... computational resources. In such scenarios, one usually resorts to performing experiments in a manner that allows for maximizing one’s state-of-knowledge while satisfying the above-mentioned practical constraints. Sequential design of experiments (SDOE) is a popular suite of methods that have yielded promising...
Journal Articles
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
Article Type: Research Papers
J. Mech. Des. December 2021, 143(12): 121702.
Paper No: MD-21-1034
Published Online: June 9, 2021
... sequential sampling multi-fidelity model Voronoi region density of samples design of experiments metamodeling The application of surrogate models on replacing computationally expensive simulation functions in engineering design optimization-based processes has received much attention...
Journal Articles
Article Type: Research Papers
J. Mech. Des. March 2021, 143(3): 032001.
Paper No: MD-20-1403
Published Online: January 27, 2021
... the printing layer height, number of shells, material infilling percentage, infilling type, and building orientation. Taguchi design of experiments approach and statistical analysis tools are used to find optimal parameter settings to improve the sustainability of the FDM process. Models formulated...
Journal Articles
Article Type: Research Papers
J. Mech. Des. February 2021, 143(2): 021705.
Paper No: MD-19-1886
Published Online: September 17, 2020
... 2020 13 05 2020 17 09 2020 multi-fidelity surrogate canonical correlation analysis correlation scaling factor cost ratio design of experiments metamodeling Design optimization of complicated engineering problems, which relies on lots of high-fidelity (HF) simulations...
Journal Articles
Article Type: Research Papers
J. Mech. Des. January 2021, 143(1): 011706.
Paper No: MD-19-1928
Published Online: August 11, 2020
... selection within the parameter space is paramount. Numerous design of experiments (DOE) methodologies have been developed with the aim of identifying the optimal sample set to capture the system of interest. Adaptive sampling techniques are a subclass of DOE methods that identify optimal locations for new...
Journal Articles
Article Type: Research Papers
J. Mech. Des. March 2020, 142(3): 031108.
Paper No: MD-19-1410
Published Online: December 23, 2019
... Method of Product Design ,” ASME J. Mech. Des. , 115 ( 1 ), pp. 5 – 13 . [2] Siang , J. K. K. , Chia , P. Z. , Koronis , G. , and Silva , A. , 2018 , “ Exploring the Use of a Full Factorial Design of Experiment to Study Design Briefs for Creative Ideation ,” ASME 2018...
Journal Articles
Article Type: Research Papers
J. Mech. Des. May 2020, 142(5): 051402.
Paper No: MD-19-1049
Published Online: November 20, 2019
.... T. , 2018 , “ Multifidelity Surrogate Based on Single Linear Regression ,” AIAA J. , 56 ( 12 ), pp. 4944 – 4952 . 10.2514/1.J057299 [14] Picheny , V. , Ginsbourger , D. , Roustant , O. , Haftka , R. T. , and Kim , N.-H. , 2010 , “ Adaptive Designs of Experiments...
Journal Articles
Article Type: Research Papers
J. Mech. Des. March 2020, 142(3): 031119.
Paper No: MD-19-1187
Published Online: November 1, 2019
... of the U.S. Government. ASME disclaims all interest in the U.S. Government’s contributions. 08 03 2019 28 09 2019 01 10 2019 14 10 2019 system reliability dependence accelerated life tests resources allocation design automation design of experiments reliability in design...
Journal Articles
Article Type: Research-Article
J. Mech. Des. July 2019, 141(7): 071102.
Paper No: MD-18-1825
Published Online: March 28, 2019
... not find any correlation between gender or gender diversity and creativity scores. Portions of this paper and data have been previously presented at the ASME IDETC 2018 Conference (J. Kang et al., “Exploring the use of a full factorial design of experiment method to study design briefs for creative...
Journal Articles
Article Type: Research-Article
J. Mech. Des. November 2018, 140(11): 111408.
Paper No: MD-18-1265
Published Online: September 7, 2018
... OURNAL OF M ECHANICAL D ESIGN . Manuscript received March 30, 2018; final manuscript received July 11, 2018; published online September 7, 2018. Assoc. Editor: Carolyn Seepersad. 30 03 2018 11 07 2018 Collaborative design Design for manufacturing Design of experiments Design...
Journal Articles
Article Type: Research-Article
J. Mech. Des. October 2018, 140(10): 101401.
Paper No: MD-18-1119
Published Online: July 24, 2018
... Progressive Type I Censoring With Random Removals ,” Qual. Quantity , 45 ( 3 ), pp. 587 – 597 . 10.1007/s11135-010-9315-y [26] Guo , H. , and Mettas , A. , 2007 , “ Improved Reliability Using Accelerated Degradation & Design of Experiments ,” IEEE Annual Reliability...
Journal Articles
Article Type: Research-Article
J. Mech. Des. August 2018, 140(8): 081402.
Paper No: MD-17-1747
Published Online: June 1, 2018
... Design of experiments Metamodeling Reliability in design Simulation-based design Uncertainty analysis The ultimate goal in structural reliability is to compute the probability of failure of a design given statistical uncertainties [ 1 ]. In industrial applications, it is vital that evaluation...
Journal Articles
Article Type: Research-Article
J. Mech. Des. January 2018, 140(1): 011401.
Paper No: MD-16-1742
Published Online: November 9, 2017
... . Manuscript received November 5, 2016; final manuscript received September 5, 2017; published online November 9, 2017. Assoc. Editor: Gary Wang. 05 11 2016 05 09 2017 Computational geometry computer-aided design computer-aided engineering Design of experiments Metamodeling systems...
Journal Articles
Article Type: Research-Article
J. Mech. Des. November 2017, 139(11): 111405.
Paper No: MD-17-1152
Published Online: October 2, 2017
... in the J OURNAL OF M ECHANICAL D ESIGN . Manuscript received February 20, 2017; final manuscript received June 16, 2017; published online October 2, 2017. Assoc. Editor: Harrison M. Kim. 20 02 2017 16 06 2017 Creativity Design automation Design of experiments Design optimization...
Journal Articles
Article Type: Research-Article
J. Mech. Des. August 2017, 139(8): 082001.
Paper No: MD-16-1268
Published Online: May 23, 2017
...: Effectiveness Metrics and Design of Experiments ,” ASME J. Mech. Des. , 122 ( 4 ), pp. 377 – 384 . 10.1115/1.1315592 [22] Howard , T. J. , Dekoninck , E. A. , and Culley , S. J. , 2010 , “ The Use of Creative Stimuli at Early Stages of Industrial Product Innovation ,” Res. Eng. Des. , 21...
Journal Articles
Article Type: Research-Article
J. Mech. Des. July 2017, 139(7): 071102.
Paper No: MD-16-1789
Published Online: May 12, 2017
...) to sketch by hand before entering a digital environment that permits feedback and iteration. Despite the differences between our study and a conventional design fixation experiment, in some ways, it is also quite similar, especially with respect to the characteristics of the participants (inexperienced...
Journal Articles
Article Type: Research-Article
J. Mech. Des. May 2017, 139(5): 051402.
Paper No: MD-16-1568
Published Online: March 21, 2017
...; published online March 21, 2017. Assoc. Editor: Gary Wang. 09 08 2016 06 02 2017 Approximation-based design Design of experiments simulation-based design Uncertainty analysis Optimization In surrogate modeling, it is common to sample a function at scattered points and fit...
Journal Articles
Article Type: Research-Article
J. Mech. Des. March 2017, 139(3): 031402.
Paper No: MD-16-1340
Published Online: January 12, 2017
... is used in an extremely simple and economical way. First, the variability of the design variables about a particular design point is captured through the design of experiments (DOE). Then, corresponding computer simulations of the mechanistic model, over only a small time span, provide a matrix...