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Journal Article

Subassembly Partition of Hull Block Based on Two-Dimensional PSO Algorithm

Bo Liu; Rui Li; Ji Wang; Yujun Liu; Sheng Li
Journal of Marine Science and Engineering · Vol. 11, Issue 5 · pp. 1006 · 2023

Abstract

Subassembly partition is an important process in hull block building as it greatly affects the efficiency and quality of the assembly work. Recently, an experience-based method has been widely applied to the subassembly partition process, which consumes much design time and manpower, thus causing more challenges toward a more highly automated and efficient stage in this process. To shorten the gap, an automated subassembly partition method is presented in this study. First, the assembly information model is defined with essential attributes and topological relations of the parts. Second, an optimization model is established with consideration of a trade-off between the intra-cluster cohesion and cluster number on the premise of satisfying certain constraints. After that, considering the fuzziness and diversity of the subassembly partition problem, a two-dimensional coding discrete particle swarm optimization (PSO) algorithm is developed. Finally, two blocks are demonstrated as instances to verify the proposed method, and the results show that the proposed method is feasible and applicable to the block with a flat structure.

Bibliographic Information

JournalJournal of Marine Science and Engineering
PublisherMDPI
Publication Date2023-05-08
Publication Year2023
Volume11
Issue5
Pages1006
Document TypeJournal Article
eISSN2077-1312
DOI10.3390/jmse11051006
SubjectMarine science; oceanography; marine engineering; coastal science; marine environment

Access Information

NARA Access CoverageOA / free full text
Journal Homepagehttps://www.mdpi.com/journal/jmse
Publisher PageOpen Publisher Page
This article is openly available from the publisher.