A New Heuristic for PCBs Grouping Problem with Setup Times
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Date
2020
Authors
Jiangping Huang
Quanke Pan
M. Fatih Tasgetiren
Yingying Huang
Journal Title
Journal ISSN
Volume Title
Publisher
IEEE Computer Society help@computer.org
Open Access Color
Green Open Access
No
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Publicly Funded
No
Abstract
In this paper we present a new heuristic to divide a batch of printed circuit boards (PCBs) into subgroups to save the setup time for loading and unloading components from the assembly machine. In the heuristic we propose several concepts about similarity to make the number of groups as few as possible. To better show the relationship between the PCB types and the component types of a group we introduce a new solution representation. In addition considering the characteristics of the PCBs grouping problem (PGP) a method for pairing PCBs is presented. With the PCB pairs an iterative scheme is applied to start a new group. We try the rest PCBs one by one according to the similarity between it and the PCB group. Finally the experiments and comparisons show the good performance of the proposed heuristic. © 2020 Elsevier B.V. All rights reserved.
Description
Keywords
Grouping, Heuristic, Pcbs, Setup Time, Similarity, Iterative Methods, Unloading, Grouping Problem, Iterative Schemes, Loading And Unloading, Printed Circuit Board (pcbs), Set-up Time, Solution Representation, Printed Circuit Boards, Iterative methods, Unloading, Grouping problem, Iterative schemes, Loading and unloading, Printed circuit board (PCBs), Set-up time, Solution representation, Printed circuit boards, PCBs, Heuristic, Grouping, Similarity, Setup Time
Fields of Science
0209 industrial biotechnology, 0211 other engineering and technologies, 02 engineering and technology
Citation
WoS Q
Scopus Q

OpenCitations Citation Count
1
Source
39th Chinese Control Conference CCC 2020
Volume
2020-July
Issue
Start Page
1495
End Page
1500
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Scopus : 1
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Mendeley Readers : 3
SCOPUS™ Citations
1
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