Reconfigurable production line design for digital twin in smart factory

With the vigorous development of global markets and increasing customer demands, companies must respond quickly and take a lead among competitors to reduce costs. In general, these require a changeable production structure to meet a wide range of product categories. It can be realized by adopting th...

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Main Author: Wang, Pengcheng
Other Authors: Moon Seung Ki
Format: Thesis-Master by Coursework
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/154565
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1545652023-03-11T17:44:03Z Reconfigurable production line design for digital twin in smart factory Wang, Pengcheng Moon Seung Ki School of Mechanical and Aerospace Engineering skmoon@ntu.edu.sg Engineering::Manufacturing With the vigorous development of global markets and increasing customer demands, companies must respond quickly and take a lead among competitors to reduce costs. In general, these require a changeable production structure to meet a wide range of product categories. It can be realized by adopting the concept of a Reconfigurable Manufacturing System (RMS). This research presents the design and optimization methods of a reconfigurable production line based on digital twin (DT). The proposed design and method adopt a multi-objective optimization method, and continue to optimize in the simulation, and finally be verified. After the reconfigurable production line is implemented, a DT technology can be used to optimize it in three directions: shortening production time, reducing production costs, and improving production balance rate. Through a specific case implementation, the results show that the proposed design and optimization plan of the reconfigurable production line based on the DT technology has high use value and guiding significance for the improvement of the production line in the smart factory. Master of Science (Manufacturing Systems and Engineering) 2022-01-03T04:59:40Z 2022-01-03T04:59:40Z 2021 Thesis-Master by Coursework Wang, P. (2021). Reconfigurable production line design for digital twin in smart factory. Master's thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/154565 https://hdl.handle.net/10356/154565 en application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Manufacturing
spellingShingle Engineering::Manufacturing
Wang, Pengcheng
Reconfigurable production line design for digital twin in smart factory
description With the vigorous development of global markets and increasing customer demands, companies must respond quickly and take a lead among competitors to reduce costs. In general, these require a changeable production structure to meet a wide range of product categories. It can be realized by adopting the concept of a Reconfigurable Manufacturing System (RMS). This research presents the design and optimization methods of a reconfigurable production line based on digital twin (DT). The proposed design and method adopt a multi-objective optimization method, and continue to optimize in the simulation, and finally be verified. After the reconfigurable production line is implemented, a DT technology can be used to optimize it in three directions: shortening production time, reducing production costs, and improving production balance rate. Through a specific case implementation, the results show that the proposed design and optimization plan of the reconfigurable production line based on the DT technology has high use value and guiding significance for the improvement of the production line in the smart factory.
author2 Moon Seung Ki
author_facet Moon Seung Ki
Wang, Pengcheng
format Thesis-Master by Coursework
author Wang, Pengcheng
author_sort Wang, Pengcheng
title Reconfigurable production line design for digital twin in smart factory
title_short Reconfigurable production line design for digital twin in smart factory
title_full Reconfigurable production line design for digital twin in smart factory
title_fullStr Reconfigurable production line design for digital twin in smart factory
title_full_unstemmed Reconfigurable production line design for digital twin in smart factory
title_sort reconfigurable production line design for digital twin in smart factory
publisher Nanyang Technological University
publishDate 2022
url https://hdl.handle.net/10356/154565
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