探索耦合工程系统设计中的稳健决策

IF 2.9 3区 工程技术 Q2 ENGINEERING, MECHANICAL Journal of Mechanical Design Pub Date : 2023-08-10 DOI:10.1115/1.4063157
Gehendra Sharma, J. Allen, F. Mistree
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引用次数: 0

摘要

工程系统可以通过系统中固有的不确定性和相互作用来表征。为了有效地设计这样的工程系统,同时提高设计决策的质量,我们认为解决内在的相互作用和不确定性是至关重要的。通过处理交互,我们结合了在决策过程中解释一个设计决策对另一个设计决策的影响的能力。通过不确定性管理,我们设计出对不确定性相对不敏感的决策。在本文中,我们确定了设计工程系统所需的各种要素,并解决了一些关键要素,即(i)决策识别和分类,(ii)建模决策及其相互作用,(iii)管理决策中不确定性的影响,以及(iv)解决方案空间探索。我们利用这些关键要素在制定和探索设计问题中使用3个设计实例,即:(i)挡泥板的设计,(ii)变速箱的设计,以及(iii)复合结构的设计。作为贡献,我们提供了一种通用方法,使设计人员能够在设计决策中普遍存在交互和不确定性时设计工程系统。
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EXPLORING ROBUST DECISIONS IN THE DESIGN OF COUPLED ENGINEERED SYSTEMS
Engineered systems can be characterized by the inherent uncertainties and interactions in the system. To effectively design such engineered systems while improving the quality of design decisions, we contend that addressing the inherent interactions and uncertainties is critical. By addressing interactions, we incorporate the ability to account for the influence of one design decision over another in the decision-making process. Through uncertainty management, we design decisions that are relatively insensitive to uncertainty. In this paper, we identify the various elements required for designing engineered systems and address some key elements, that are, (i) decision identification and classification, (ii) modeling decisions and their interactions, (iii) managing the effect of uncertainties in decisions and, (iv) solution space exploration. We utilize these key elements in the formulation and exploration of design problems using 3 design examples, that are: (i) design of a fender, (ii) design of a gearbox, and (iii) design of a composite structure. As a contribution, we offer a generic method that enables designers to design engineered systems when interactions and uncertainties are prevalent in design decisions.
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来源期刊
Journal of Mechanical Design
Journal of Mechanical Design 工程技术-工程:机械
CiteScore
8.00
自引率
18.20%
发文量
139
审稿时长
3.9 months
期刊介绍: The Journal of Mechanical Design (JMD) serves the broad design community as the venue for scholarly, archival research in all aspects of the design activity with emphasis on design synthesis. JMD has traditionally served the ASME Design Engineering Division and its technical committees, but it welcomes contributions from all areas of design with emphasis on synthesis. JMD communicates original contributions, primarily in the form of research articles of considerable depth, but also technical briefs, design innovation papers, book reviews, and editorials. Scope: The Journal of Mechanical Design (JMD) serves the broad design community as the venue for scholarly, archival research in all aspects of the design activity with emphasis on design synthesis. JMD has traditionally served the ASME Design Engineering Division and its technical committees, but it welcomes contributions from all areas of design with emphasis on synthesis. JMD communicates original contributions, primarily in the form of research articles of considerable depth, but also technical briefs, design innovation papers, book reviews, and editorials.
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