... Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 02 04 2022 30 01 2023 02 02 2023 15 03 2023 approximation-based optimal design design of experiments metamodeling space-filling design Division...

... design fixation example stimuli fixation source fixation level professional background cognitive-based design creativity and concept generation design methodology design of experiments design process National Natural Science Foundation of China 10.13039/501100001809 52035007...

... 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...

... design of experiments reliability in design simulation-based design Off-road autonomous ground vehicles (AGVs) and other types of robotics are drawing increased attention in recent years as they are able to work in dangerous situations such as wildfires or earthquakes [ 1 ] and replace humans...

... 08 2021 29 08 2021 21 09 2021 graph neural network geometric deep learning transfer learning surrogate model metamodel structural design approximation-based optimal design conceptual design design methodology design of experiments design representation expert systems...

... 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...

... 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...

... 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...

... 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...

... 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...

.... 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...

... 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...

... 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...

... 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...

... 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...

... 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...

... . 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...

... 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...

...: 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...

...) 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...