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Complexity-driven layout exploration for aircraft structures 复杂性驱动的飞机结构布局探索
IF 2.4 Q1 Arts and Humanities Pub Date : 2023-05-23 DOI: 10.1017/dsj.2023.12
Jean-François Gamache, A. Vadean, Mario Capo, Thomas Rochefort-Beaudoin, Nicolas Dodane, S. Achiche
Abstract Topology optimization has been identified as a powerful tool to improve aircraft structures for many years. Yet, innovative layouts have not been successfully implemented in commercial aircraft for several reasons. One reason identified by our research group is the lack of design constraints during topology optimization, such as buckling stability, which yields complex solutions that are not easily manufacturable. Second, the complexity of the resulting layouts makes integration with other systems highly challenging. With respect to these challenges, we propose a new heuristic layout optimization process: complexity-driven layout exploration for aircraft structures (CD-LEAS). The new process addresses the challenges of complexity and nonlinear constraints, such as buckling, in aircraft structure layout optimization. The novelty of CD-LEAS comes from the integration of a relative complexity metric as a driver to navigate the design space efficiently. Two case studies of commonly used stiffened panels are carried out to showcase the performance of the process. The results show that using complexity to navigate an explicit design space allows our process to quickly output a family of simple, light, stiff and buckling-resistant layouts.
摘要多年来,拓扑优化一直被认为是改进飞机结构的有力工具。然而,由于几个原因,创新的布局并没有成功地应用于商用飞机。我们的研究小组发现的一个原因是在拓扑优化过程中缺乏设计约束,例如屈曲稳定性,这会产生不容易制造的复杂解决方案。其次,结果布局的复杂性使得与其他系统的集成极具挑战性。针对这些挑战,我们提出了一种新的启发式布局优化过程:复杂性驱动的飞机结构布局探索(CD-LEAS)。新工艺解决了飞机结构布局优化中的复杂性和非线性约束(如屈曲)的挑战。CD-LEAS的新颖性来自于将相对复杂性度量作为驱动程序的集成,以有效地导航设计空间。对常用的加筋板进行了两个案例研究,以展示该工艺的性能。结果表明,使用复杂性来导航明确的设计空间可以让我们的过程快速输出一系列简单,轻便,坚固和抗屈曲的布局。
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引用次数: 0
Uses of the novelty metrics proposed by Shah et al.: what emerges from the literature? Shah等人提出的新颖性指标的使用:从文献中出现了什么?
IF 2.4 Q1 Arts and Humanities Pub Date : 2023-05-05 DOI: 10.1017/dsj.2023.9
Lorenzo Fiorineschi, F. Rotini
Abstract Several concepts and types of procedures for assessing novelty and related concepts exist in the literature. Among them, the two approaches originally proposed by Shah and colleagues are often considered by scholars. These metrics rely on well-defined novelty types and a specific concept of novelty; however, more than 20 years after the first publication, it is still not clear whether and to what extent these metrics are actually used, why they are used and how. Through a comprehensive review of the papers citing the main work of Shah, Vargas-Hernandez & Smith (2003a, 2003b) (the main study where the metrics are comprehensively described and applied), the present work aims to bridge this gap. The results highlight that only a few of the citing papers actually use the assessment approach proposed by Shah et al. and that a nonnegligible number uses a modified or adapted version of the original metrics. Furthermore, several criticalities in the application of the metrics have been uncovered, which are expected to provide relevant information for scholars involved in reliable and repeatable novelty assessments.
文献中存在一些评估新颖性的概念和程序类型以及相关概念。其中,Shah及其同事最初提出的两种方法经常被学者们所考虑。这些指标依赖于定义良好的新颖性类型和特定的新颖性概念;然而,在首次发表20多年后,人们仍然不清楚这些指标是否以及在多大程度上被实际使用,为什么被使用以及如何被使用。通过对引用Shah, Vargas-Hernandez和Smith (2003a, 2003b)主要工作的论文的全面审查(主要研究中,指标被全面描述和应用),本工作旨在弥合这一差距。结果强调,只有少数引用论文实际上使用了Shah等人提出的评估方法,而不可忽略的数量使用了原始指标的修改或改编版本。此外,还发现了这些指标应用中的几个关键问题,预计将为参与可靠和可重复的新颖性评估的学者提供相关信息。
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引用次数: 0
Co-designing with engineers for community engagement in rural Uganda 与工程师共同设计乌干达农村社区参与
IF 2.4 Q1 Arts and Humanities Pub Date : 2023-05-04 DOI: 10.1017/dsj.2023.10
P.J. White, D. Okello, B. P. Casey, Claire Najjuuko, Ronald Lukanga
Abstract Co-design is seen as crucial for designing solutions for resource-constrained people living in developing countries. To best understand their needs, user engagement and co-design strategies need to first be developed. In this Design Practice Brief, a process of co-design was created and used to understand ways telecommunication engineers could engage with rural communities in Uganda. It reports and reflects on (i) the experience of co-designing with nondesigners and (ii) creating a co-design structure and developing co-design methods of engaging with community members living in developing countries. In doing so, it offers a format and case study for future practitioners facilitating and conducting co-design with nondesigners and contributes to a knowledge gap in the reporting and reflection of co-design practice. This case study is unique as the co-design practice was achieved remotely (online), crossed disciplines (designers and telecommunication engineers) and cultural boundaries (European and African). It finds that in co-designing with nondesigners, preparation and structure are key, with acknowledgement and management of cultural and discipline differences.
共同设计被认为是为生活在发展中国家的资源有限的人们设计解决方案的关键。为了更好地理解他们的需求,首先需要开发用户粘性和协同设计策略。在这个设计实践简报中,创建了一个共同设计的过程,并用于理解电信工程师与乌干达农村社区互动的方式。它报告和反映了(i)与非设计师共同设计的经验,以及(ii)创建共同设计结构并开发与生活在发展中国家的社区成员互动的共同设计方法。在这样做的过程中,它为未来的从业者提供了一个格式和案例研究,促进和指导与非设计师的共同设计,并有助于在报告和反思共同设计实践的知识差距。这个案例研究是独一无二的,因为协同设计实践是远程(在线),跨学科(设计师和电信工程师)和文化边界(欧洲和非洲)实现的。研究发现,在与非设计师共同设计时,准备和结构是关键,同时要承认和管理文化和学科差异。
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引用次数: 3
Fundamentals and issues of user experience in the process of designing consumer products 消费者产品设计过程中用户体验的基本原理和问题
IF 2.4 Q1 Arts and Humanities Pub Date : 2023-04-28 DOI: 10.1017/dsj.2023.8
A. Berni, Y. Borgianni, D. Basso, C. Carbon
Abstract User experience (UX) application in the practice of engineering and product design is still limited. The present paper provides insights into research on UX design and recommendations for design practitioners by pointing out common criticalities. These outcomes are achieved through a literature review on how UX relates to design. First, issues in benefitting from UX understanding in design are identified with a specific focus on theoretical contributions. Second, experimental papers investigating UX and design are analysed in relation to previously identified issues. Although issues are present to some extent in all the contributions, the empirical studies dealing with UX in design are overall valid. The results highlight UX’s support in revealing design requirements, but its capability of steering design processes is arguable, as concrete guidelines for practitioners are not well described. Based on identified issues, the authors propose a checklist to make UX studies in design more reliable and their outcomes more comparable.
摘要用户体验在工程和产品设计实践中的应用仍然有限。本文通过指出常见的批评,为用户体验设计的研究提供了见解,并为设计从业者提供了建议。这些结果是通过对用户体验如何与设计相关的文献综述来实现的。首先,确定了在设计中受益于用户体验理解的问题,并特别关注理论贡献。其次,研究用户体验和设计的实验论文与之前发现的问题进行了分析。尽管在所有的贡献中都存在一定程度的问题,但关于设计中用户体验的实证研究总体上是有效的。研究结果强调了用户体验在揭示设计需求方面的支持,但其指导设计过程的能力是有争议的,因为对从业者的具体指导方针没有得到很好的描述。基于已发现的问题,作者提出了一个检查表,以使设计中的用户体验研究更可靠,其结果更具可比性。
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引用次数: 1
Idea evaluation as a design process: understanding how experts develop ideas and manage fixations 作为设计过程的想法评估:了解专家如何发展想法和管理固定
IF 2.4 Q1 Arts and Humanities Pub Date : 2023-04-24 DOI: 10.1017/dsj.2023.7
J. Boudier, Alexandre Sukhov, Johan Netz, P. Le Masson, B. Weil
Abstract Idea evaluation is used to identify and select ideas for development as future innovations. However, approaching idea evaluation as a decision gate can limit the role of the person evaluating ideas, create fixation bias, and underutilise the person’s creative potential. Although studies show that during evaluation experts are able to engage in design activities, it is still not clear how they design and develop ideas. The aim of this study was to understand how experts develop ideas during evaluation. Using the think-aloud technique, we identify different ways in which experts develop ideas. Specifically, we show how experts transform initial idea concepts using iterative steps of elaboration and transformation of different idea components. Then, relying on concept-knowledge theory (C-K theory), we identify six types of reasoning that the experts use during idea evaluation. This helps us to distinguish between three different roles that experts can move between during evaluation: gatekeeper, designer managing fixation, and designer managing defixation. These findings suggest that there is value in viewing idea evaluation as a design process because it allows us to identify and leverage the experts’ knowledge and creativity to a fuller extent.
摘要理念评估用于识别和选择作为未来创新的发展理念。然而,将想法评估作为一个决策门可能会限制人们评估想法的作用,产生固定偏见,并充分利用人们的创造性潜力。尽管研究表明,在评估过程中,专家能够参与设计活动,但仍不清楚他们是如何设计和发展想法的。本研究的目的是了解专家在评估过程中是如何形成想法的。使用大声思考的技巧,我们可以确定专家发展想法的不同方式。具体来说,我们展示了专家如何使用不同想法组成部分的阐述和转换的迭代步骤来转换初始想法概念。然后,基于概念知识理论(C-K理论),我们确定了专家在思想评估中使用的六种推理类型。这有助于我们区分专家在评估过程中可以扮演的三个不同角色:看门人、设计师管理固定和设计师管理定义。这些发现表明,将创意评估视为一个设计过程是有价值的,因为它使我们能够更充分地识别和利用专家的知识和创造力。
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引用次数: 1
Enhancing the shelf life of injera: design of an evaporative cooler clay chamber derived from local clay in Bahir Dar, Ethiopia 提高英杰拉的保质期:一个蒸发冷却器粘土室的设计,来自当地的粘土在巴希尔达尔,埃塞俄比亚
IF 2.4 Q1 Arts and Humanities Pub Date : 2023-04-11 DOI: 10.1017/dsj.2023.6
Gezahegn Asmare Birhanu, A. N. Belay
Abstract Injera is Ethiopian ethnic traditional staple food, made from teff and other crops. The country’s superfoods are highly regarded in many Western countries for their excellent nutritional properties (‘very low gluten’), and mineral composition. Injera provides sufficient conditions for fungi to grow and ruin injera by changing the texture and making it inedible. This study aimed to develop an evaporative cooler clay chamber (ECCC) used to extend the shelf life of injera by controlling temperature and relative humidity (RH). This system is an economical and efficient way to lower the temperature and increase RH. The results show the maximum daily ambient temperature reduced from 28.98 °C to 22.90 °C and increased the RH of the storage chamber from 28.78% to 80.94%, respectively. The temperature drops up to 6.08 °C, and the RH rises to 52.16% observed. Additionally, the effects of temperature, RH and potential of hydrogen were studied for identified rotten injera and designed for injera storage. ECCC can store freshly made injera for 9 days before any visible mould stains appear, significantly reducing weight loss with an average cooling efficiency of 79.31%. Therefore, this study might help to develop low-cost cold storage for injera preservation at farms end in Ethiopia.
Injera是埃塞俄比亚少数民族的传统主食,由苔麸和其他作物制成。该国的超级食品因其优良的营养特性(“极低麸质”)和矿物质成分而在许多西方国家受到高度重视。英杰拉通过改变其质地,使其不可食用,为真菌的生长和破坏提供了充分的条件。本研究旨在开发一种蒸发冷却粘土室(ECCC),通过控制温度和相对湿度(RH)来延长英杰拉的保质期。该系统是一种经济有效的降低温度和提高相对湿度的方法。结果表明:贮藏室日最高环境温度由28.98℃降至22.90℃,贮藏室相对湿度由28.78%提高至80.94%;温度下降到6.08℃,相对湿度上升到52.16%。此外,还研究了温度、相对湿度和氢电位对鉴定出的腐烂英吉拉的影响,并设计了英吉拉贮藏条件。ECCC可将新鲜制作的injera保存9天,而不会出现任何可见的霉菌污渍,显著减少重量损失,平均冷却效率为79.31%。因此,这项研究可能有助于在埃塞俄比亚的农场末端开发用于英杰拉保存的低成本冷库。
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引用次数: 1
A network-based discrete choice model for decision-based design 基于网络的决策设计离散选择模型
IF 2.4 Q1 Arts and Humanities Pub Date : 2023-03-24 DOI: 10.1017/dsj.2023.4
Z. Sha, Yaxin Cui, Yinshuang Xiao, A. Stathopoulos, N. Contractor, Yan Fu, Wei Chen
Abstract Customer preference modelling has been widely used to aid engineering design decisions on the selection and configuration of design attributes. Recently, network analysis approaches, such as the exponential random graph model (ERGM), have been increasingly used in this field. While the ERGM-based approach has the new capability of modelling the effects of interactions and interdependencies (e.g., social relationships among customers) on customers’ decisions via network structures (e.g., using triangles to model peer influence), existing research can only model customers’ consideration decisions, and it cannot predict individual customer’s choices, as what the traditional utility-based discrete choice models (DCMs) do. However, the ability to make choice predictions is essential to predicting market demand, which forms the basis of decision-based design (DBD). This paper fills this gap by developing a novel ERGM-based approach for choice prediction. This is the first time that a network-based model can explicitly compute the probability of an alternative being chosen from a choice set. Using a large-scale customer-revealed choice database, this research studies the customer preferences estimated from the ERGM-based choice models with and without network structures and evaluates their predictive performance of market demand, benchmarking the multinomial logit (MNL) model, a traditional DCM. The results show that the proposed ERGM-based choice modelling achieves higher accuracy in predicting both individual choice behaviours and market share ranking than the MNL model, which is mathematically equivalent to ERGM when no network structures are included. The insights obtained from this study further extend the DBD framework by allowing explicit modelling of interactions among entities (i.e., customers and products) using network representations.
摘要客户偏好建模已被广泛用于帮助工程设计决策,以选择和配置设计属性。近年来,网络分析方法,如指数随机图模型(ERGM),在该领域得到了越来越多的应用。虽然基于ERGM的方法具有新的能力,可以通过网络结构(例如,使用三角形来建模同伴影响)来建模交互和相互依赖性(例如,客户之间的社会关系)对客户决策的影响,但现有的研究只能建模客户的考虑决策,而不能预测单个客户的选择,正如传统的基于效用的离散选择模型(DCM)所做的那样。然而,做出选择预测的能力对于预测市场需求至关重要,这构成了基于决策的设计(DBD)的基础。本文通过开发一种新的基于ERGM的选择预测方法来填补这一空白。这是基于网络的模型首次能够明确地计算从选择集中选择替代方案的概率。本研究使用一个大规模的客户揭示选择数据库,研究了在有和没有网络结构的情况下,基于ERGM的选择模型估计的客户偏好,并以传统DCM的多项式logit(MNL)模型为基准,评估了其对市场需求的预测性能。结果表明,与MNL模型相比,所提出的基于ERGM的选择模型在预测个人选择行为和市场份额排名方面实现了更高的准确性,MNL模型在数学上等同于不包括网络结构的ERGM。从这项研究中获得的见解进一步扩展了DBD框架,允许使用网络表示对实体(即客户和产品)之间的交互进行显式建模。
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引用次数: 0
Community interaction in open business models: how IoT companies can handle community-generated innovation 开放商业模式中的社区互动:物联网公司如何处理社区产生的创新
IF 2.4 Q1 Arts and Humanities Pub Date : 2023-03-15 DOI: 10.1017/dsj.2023.3
H. Send, Heike Hölzner, M. Hassan
Abstract We investigate how four internet of things (IoT) companies perceive the large quantity of community-generated content as a significant source of innovation. We study the extent to which these companies are willing to align their internal organisation to cope with the external community dynamics and define beneficial modes of collaboration for all involved stakeholders. Four IoT companies adopting open-source hardware principles were selected as case studies. The data collection was based on 18 interviews highlighting both the perspectives of the companies and their corresponding communities and the opinions of key experts in the domain. In our findings, we illustrate the different manifestations of open business models and the companies’ concrete approaches to working with external stakeholders. It is shown that companies with a business history more clearly claim sovereignty over their strategic decisions in a community-infused model, while, on the other hand, the community-based companies pursue a community-led strategy.
我们调查了四家物联网(IoT)公司如何将大量社区生成的内容视为重要的创新来源。我们研究了这些公司愿意在多大程度上调整其内部组织以应对外部社区动态,并为所有相关利益相关者定义有益的合作模式。选择了四家采用开源硬件原则的物联网公司作为案例研究。数据收集基于18个访谈,突出了公司及其相应社区的观点以及该领域关键专家的意见。在我们的研究结果中,我们说明了开放商业模式的不同表现形式以及公司与外部利益相关者合作的具体方法。研究表明,具有商业历史的公司在社区注入模式中更明确地主张其战略决策的主权,而另一方面,社区为基础的公司奉行社区主导的战略。
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引用次数: 0
Designing with biobased composites: understanding digital material perception through semiotic attributes 生物复合材料设计:通过符号学属性理解数字材料感知
IF 2.4 Q1 Arts and Humanities Pub Date : 2023-03-15 DOI: 10.1017/dsj.2023.5
Manu Thundathil, Ali Reza Nazmi, B. Shahri, Nick Emerson, J. Müssig, T. Huber
Abstract Biobased composites, which are considered a sustainable alternative to plastics, are yet to create a significant influence on product design and manufacturing. A key reason for this is perceptual handicaps associated with biobased composites and this study was aimed at understanding the mechanisms behind biocomposite perception, in the context of digital visuals. This study of digital biocomposite visuals demonstrated that material perception is influenced by the visual characteristics of the material. Data analysis of the perceptual attributes of the materials pointed towards clear ‘clustering’ of the materials against these attributes. Analysis shows that visual features like fibres and surface appearance may impact aesthetic and functional evaluation and there is no effect on age, gender or polymer type. We also propose a reference framework to categorise biobased composites based on visual order.
生物基复合材料被认为是塑料的可持续替代品,但尚未对产品设计和制造产生重大影响。造成这种情况的一个关键原因是与生物基复合材料相关的感知障碍,本研究旨在了解数字视觉背景下生物复合材料感知背后的机制。这项数字生物复合材料视觉研究表明,材料的视觉特性会影响材料的感知。对材料的感知属性的数据分析指向了材料与这些属性的明确“聚类”。分析表明,纤维和表面外观等视觉特征可能会影响审美和功能评价,对年龄、性别或聚合物类型没有影响。我们还提出了一个基于视觉顺序对生物基复合材料进行分类的参考框架。
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引用次数: 1
Joining forces: the value of design partnering with operational research to improve healthcare delivery 合力:设计与运营研究合作以改善医疗服务的价值
IF 2.4 Q1 Arts and Humanities Pub Date : 2023-02-27 DOI: 10.1017/dsj.2023.2
G. Lamé, S. Crowe, A. Komashie, G. Royston
Abstract A wide range of disciplines are directing their methods and tools to help address the challenges of healthcare. Chief among these are design and operational research (OR). Though they have much in common, these two disciplines have existed in isolation for most of their history and there is currently a gulf between the two research communities. In this position paper, we rapidly review the contributions of design and OR in healthcare. We then identify similarities and complementarities between the two disciplines and communities when they consider healthcare systems. Finally, we propose practical steps to enable better collaboration. Our focus is on finding ways in which the two disciplines complement each other. When applying design to healthcare services, designers may wish to learn from OR, which has a long history of supporting improvements in healthcare organisation and services, particularly using quantitative data and analysis and modelling methods. In return, design has distinctive qualities that could augment the OR approach, such as its emphasis on wide and creative search for potential solutions, and iterative co-production and prototyping of solutions with clients. Better collaboration will require a coordinated effort but could yield a more comprehensive and effective approach to improving healthcare systems.
广泛的学科正在指导他们的方法和工具,以帮助解决医疗保健的挑战。其中最主要的是设计和运筹学(OR)。尽管它们有很多共同之处,但这两个学科在其历史的大部分时间里都是孤立存在的,目前这两个研究团体之间存在着鸿沟。在这篇立场文件中,我们快速回顾了设计和OR在医疗保健中的贡献。然后,我们确定相似性和互补性之间的两个学科和社区,当他们考虑医疗保健系统。最后,我们提出了实现更好合作的实际步骤。我们的重点是寻找两门学科相互补充的方法。在将设计应用于医疗保健服务时,设计师可能希望向OR学习,它在支持医疗保健组织和服务的改进方面有着悠久的历史,特别是使用定量数据、分析和建模方法。作为回报,设计具有独特的品质,可以增强OR方法,例如它强调对潜在解决方案的广泛和创造性的搜索,以及与客户进行迭代的联合生产和解决方案原型。更好的合作将需要协调一致的努力,但可以产生更全面和有效的方法来改善卫生保健系统。
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引用次数: 0
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