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

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Volume Title

Publisher

IEEE Computer Society help@computer.org

Open Access Color

Green Open Access

No

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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

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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

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1

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