Examining the Design Actions and Reasoning Factors that Impact Design Performance

Yakira Mirabito, K. Goucher-Lambert
{"title":"Examining the Design Actions and Reasoning Factors that Impact Design Performance","authors":"Yakira Mirabito, K. Goucher-Lambert","doi":"10.1115/1.4064414","DOIUrl":null,"url":null,"abstract":"\n Engineers often do not select the best designs available to them. This research investigates whether specific design actions improve performance in a design exploration task and whether the reasoning factors underpinning these actions can be inferred directly. This study quantitatively evaluates multiple dimensions of design behavior and cognition within concept selection using objective performance metrics. Fifty-six participants were tasked with identifying an optimal design for the gripping contact of a dishwashing robot. Results identified specific design actions that correlated with improved design performance, including exploring fewer design alternatives and isolating parameters. We found that reasoning factors stated by participants did not accurately map onto their observed actions and did not correlate with task performance. Implications related to future computational design support tools are discussed.","PeriodicalId":506672,"journal":{"name":"Journal of Mechanical Design","volume":"5 8","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Mechanical Design","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1115/1.4064414","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Engineers often do not select the best designs available to them. This research investigates whether specific design actions improve performance in a design exploration task and whether the reasoning factors underpinning these actions can be inferred directly. This study quantitatively evaluates multiple dimensions of design behavior and cognition within concept selection using objective performance metrics. Fifty-six participants were tasked with identifying an optimal design for the gripping contact of a dishwashing robot. Results identified specific design actions that correlated with improved design performance, including exploring fewer design alternatives and isolating parameters. We found that reasoning factors stated by participants did not accurately map onto their observed actions and did not correlate with task performance. Implications related to future computational design support tools are discussed.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
研究影响设计性能的设计行动和推理因素
工程师通常不会选择最佳设计。本研究探讨了特定的设计行为是否能提高设计探索任务的绩效,以及是否能直接推断出这些行为的推理因素。本研究使用客观的性能指标对概念选择中的设计行为和认知的多个维度进行了定量评估。56 名参与者的任务是为洗碗机器人的抓取触点确定最佳设计。结果发现了与提高设计性能相关的特定设计行为,包括探索更少的设计替代方案和隔离参数。我们发现,参与者所说的推理因素并不能准确映射到他们所观察到的行动上,而且与任务绩效也不相关。本文讨论了与未来计算设计支持工具相关的意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Optimal design of assembling robot considering different limb topologies and layouts Design and Optimization of a Cable-driven Parallel Polishing Robot with Kinematic Error Modeling Fourier-Based Function Generation of Four-Bar Linkages with an Improved Sampling Points Adjustment and Sylvester's Dialytic Elimination Method Trust, Workload and Performance in Human-AI Partnering: The Role of AI Attributes in Solving Classification Problems A Cost-Aware Multi-Agent System for Black-Box Design Space Exploration
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1