Knowledge Base Repository

In addition to research papers, the Design Society is developing several valuable resources for those interested in the study of design. These include a repository of PhD theses, a library of case studies and transcripts of design activities, and an archive of our newsletters. Please note that these resources are accessible exclusively to Design Society members.

Organization Of Ship Design Information Using Cramer’s V And Genetic Algorithm

Yusuke Sato (1), Kazuhiro Aoyama (1), Hideaki Ozawa (1), Kenji Takahashi (2), Shingo Maeda (3), Naoki Hirai (3)


Type:
Year:
2023
Editor:
Harold (Mike) Stowe; Tyson R. Browning; Steven D. Eppinger; Jakob Trauer; Christopher Langner; Matthias Kreimeyer; Ola Isaksson; Massimo Panarotto; Arindam Brahma
Author:
Series:
DSM
Institution:
1: The University of Tokyo, Japan; 2: Imabari Shipbuilding Co., Ltd.; 3: Nihon Shipyard Co., Ltd.
Page(s):
068-076
DOI number:
Abstract:
In ship design, existing specifications are repeatedly modified in response to shipowner requests. In this process, there are components that are simultaneously changed for design-related reasons, but the relationships among components have been established based on the tacit knowledge of designers owing to a large number of ship components. In this study, we identify specifications that change simultaneously by using Cramer's V. By leveraging the macro-level granularity, the designers can perform efficient checks and create a Design Structure Matrix (DSM). Additionally, the components are grouped by performing DSM clustering, which reflects whether specification changes occur within or outside the department. A case study is conducted using the actual specifications of a merchant’s vessel to demonstrate the effectiveness of the proposed method. Consequently,accurate relationships among components are extracted, and the departments that must collaborate with each other are identified.
Keywords:

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