A optimization grouping method in a multi-line manufacturing system

A tailored product grouping method using binary integer linear program for optimization is developed for two production lines in a food packaging manufacturer. A mathematical model is created to assign products to the two dedicated production lines with an objective to minimize the total production...

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Main Author: He, Xi
Other Authors: Yue Chee Yoon
Format: Theses and Dissertations
Language:English
Published: 2014
Subjects:
Online Access:http://hdl.handle.net/10356/60610
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-606102020-11-01T11:32:52Z A optimization grouping method in a multi-line manufacturing system He, Xi Yue Chee Yoon School of Mechanical and Aerospace Engineering Singapore-MIT Alliance Programme DRNTU::Engineering::Manufacturing A tailored product grouping method using binary integer linear program for optimization is developed for two production lines in a food packaging manufacturer. A mathematical model is created to assign products to the two dedicated production lines with an objective to minimize the total production cost. The optimization model is subject to capacity constraints of each line. With the demand of each product entered, the model is able to generate an optimal production grouping and sequence as well as the minimal total production cost required. Compared with CAS current fixed grouping method, this linear program grouping method reduces total production cost generally by 20% on average and prevents both production lines from overloading. Also, this grouping method allows the Make-to-Order food packaging manufacturer to respond to changes in demand volume and product mix by changing the product grouping accordingly. ​Master of Science (IMST) 2014-05-29T02:36:11Z 2014-05-29T02:36:11Z 2010 2010 Thesis http://hdl.handle.net/10356/60610 en 63 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Manufacturing
spellingShingle DRNTU::Engineering::Manufacturing
He, Xi
A optimization grouping method in a multi-line manufacturing system
description A tailored product grouping method using binary integer linear program for optimization is developed for two production lines in a food packaging manufacturer. A mathematical model is created to assign products to the two dedicated production lines with an objective to minimize the total production cost. The optimization model is subject to capacity constraints of each line. With the demand of each product entered, the model is able to generate an optimal production grouping and sequence as well as the minimal total production cost required. Compared with CAS current fixed grouping method, this linear program grouping method reduces total production cost generally by 20% on average and prevents both production lines from overloading. Also, this grouping method allows the Make-to-Order food packaging manufacturer to respond to changes in demand volume and product mix by changing the product grouping accordingly.
author2 Yue Chee Yoon
author_facet Yue Chee Yoon
He, Xi
format Theses and Dissertations
author He, Xi
author_sort He, Xi
title A optimization grouping method in a multi-line manufacturing system
title_short A optimization grouping method in a multi-line manufacturing system
title_full A optimization grouping method in a multi-line manufacturing system
title_fullStr A optimization grouping method in a multi-line manufacturing system
title_full_unstemmed A optimization grouping method in a multi-line manufacturing system
title_sort optimization grouping method in a multi-line manufacturing system
publishDate 2014
url http://hdl.handle.net/10356/60610
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