STUDENTS' EXPLORATION STRATEGIES IN A SUSTAINABILITY-FOCUSED STRUCTURAL OPTIMIZATION TASK

被引:0
作者
Ramanujan, Devarajan [1 ]
Chandrasegaran, Senthil [2 ]
Zhou, Ninger [3 ]
Ramani, Karthik [4 ]
机构
[1] Aarhus Univ, Dept Engn, DK-8000 Aarhus C, Denmark
[2] Univ Calif Davis, Coll Engn, Davis, CA 95616 USA
[3] Univ Calif Irvine, Sch Educ, Irvine, CA 92697 USA
[4] Purdue Univ, Sch Mech Engn, W Lafayette, IN 47907 USA
来源
PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2018, VOL 7 | 2018年
基金
美国国家科学基金会;
关键词
DESIGN; NOVICE;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper examines students' design exploration strategies in a sustainability-focused structural optimization task. The task was set up as a two-criteria optimization problem with the goal of simultaneously minimizing the weight and an environmental indicator for a pedal bracket design. Forty-two students in an undergraduate computer-aided design class solved this task as a week-long, take-home assignment. Our analysis shows the number of design iterations and the number of failed iterations were significant factors in determining overall performance on the task. We also found that the final shape, the number of material changes, and experiencing conflict in the objective functions between iterations, did not significantly affect task performance. Based on these findings, we discuss implications for computer aided optimization tools in sustainable product design.
引用
收藏
页数:10
相关论文
共 30 条
[1]   Understanding the differences between how novice and experienced designers approach design tasks [J].
Ahmed, S ;
Wallace, KM ;
Blessing, LTM .
RESEARCH IN ENGINEERING DESIGN, 2003, 14 (01) :1-11
[2]  
Alelyani T, 2017, P ASME IDETC CIE C A
[3]   A Study of Student Design Team Behaviors in Complex System Design [J].
Austin-Breneman, Jesse ;
Honda, Tomonori ;
Yang, Maria C. .
JOURNAL OF MECHANICAL DESIGN, 2012, 134 (12)
[4]  
Ball L. J., 1997, Thinking & Reasoning, V3, P247, DOI 10.1080/135467897394284
[5]  
Bradner E., 2014, P S SIM ARCH URB DES, P26
[6]   Simulated annealing and the generation of the objective function: A model of learning during problem solving [J].
Cagan, J ;
Kotovsky, K .
COMPUTATIONAL INTELLIGENCE, 1997, 13 (04) :534-581
[7]  
Egan P. F., 2015, ASME 2015 INT DESIGN
[8]   Synergistic human-agent methods for deriving effective search strategies: the case of nanoscale design [J].
Egan, Paul ;
Cagan, Jonathan ;
Schunn, Christian ;
LeDuc, Philip .
RESEARCH IN ENGINEERING DESIGN, 2015, 26 (02) :145-169
[9]   Measuring the impact of scale and coupling on solution quality for building design problems [J].
Flager, Forest ;
Gerber, David Jason ;
Kallman, Ben .
DESIGN STUDIES, 2014, 35 (02) :180-199
[10]   Clustering by passing messages between data points [J].
Frey, Brendan J. ;
Dueck, Delbert .
SCIENCE, 2007, 315 (5814) :972-976