Strategic decision making for production line configuration in Digital Twin
Modular product design for a product family strategy is a dominant mass customization methodology and impacts production line configuration. Common modules shared across product families, generations even the entire product platform, have a different lifecycle, which caused ever-changing market d...
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| Other Authors: | |
| Format: | Thesis-Master by Coursework |
| Language: | English |
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Nanyang Technological University
2022
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| Subjects: | |
| Online Access: | https://hdl.handle.net/10356/160784 |
| _version_ | 1826112278671392768 |
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| author | Kim, Yerim |
| author2 | Moon Seung Ki |
| author_facet | Moon Seung Ki Kim, Yerim |
| author_sort | Kim, Yerim |
| collection | NTU |
| description | Modular product design for a product family strategy is a dominant mass customization
methodology and impacts production line configuration. Common
modules shared across product families, generations even the entire product
platform, have a different lifecycle, which caused ever-changing market demands.
So, the modules should be differentiated and redesigned based on the product
development plan and market demands. Thus, a production line must be also
designed to quickly respond to product change requirements while production
volume flexibility is secured. Therefore, this research presents a decision-making
process to determine strategic production line configuration by integrating the
concept of product development and product lifecycle. On the other hand, a
framework is proposed to develop a Digital-Twins (DT) driven decision support
system for the production line selection the production line configuration and the
product lifecycle. DT is a promising product lifecycle management (PLM)
enabler that controls, analyses, and processes all product-related data throughout
the entire enterprise. To develop the decision-making process for the line
configuration, a hybrid multi-attribute decision-making (MADM) method is used
to evaluate and compare feasible production line configuration scenarios in terms
of production efficiency, economic production, and flexibility. This research
shows the effectiveness of DT-driven decision-making in the manufacturing
context when adjusting the production plan according to the product lifecycle
information associated with a product platform and a modularity strategy. |
| first_indexed | 2024-10-01T03:04:22Z |
| format | Thesis-Master by Coursework |
| id | ntu-10356/160784 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T03:04:22Z |
| publishDate | 2022 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-10356/1607842023-03-11T18:10:22Z Strategic decision making for production line configuration in Digital Twin Kim, Yerim Moon Seung Ki School of Mechanical and Aerospace Engineering skmoon@ntu.edu.sg Engineering::Manufacturing::Product design Modular product design for a product family strategy is a dominant mass customization methodology and impacts production line configuration. Common modules shared across product families, generations even the entire product platform, have a different lifecycle, which caused ever-changing market demands. So, the modules should be differentiated and redesigned based on the product development plan and market demands. Thus, a production line must be also designed to quickly respond to product change requirements while production volume flexibility is secured. Therefore, this research presents a decision-making process to determine strategic production line configuration by integrating the concept of product development and product lifecycle. On the other hand, a framework is proposed to develop a Digital-Twins (DT) driven decision support system for the production line selection the production line configuration and the product lifecycle. DT is a promising product lifecycle management (PLM) enabler that controls, analyses, and processes all product-related data throughout the entire enterprise. To develop the decision-making process for the line configuration, a hybrid multi-attribute decision-making (MADM) method is used to evaluate and compare feasible production line configuration scenarios in terms of production efficiency, economic production, and flexibility. This research shows the effectiveness of DT-driven decision-making in the manufacturing context when adjusting the production plan according to the product lifecycle information associated with a product platform and a modularity strategy. Master of Science (Supply Chain and Logistics) 2022-08-03T02:15:24Z 2022-08-03T02:15:24Z 2022 Thesis-Master by Coursework Kim, Y. (2022). Strategic decision making for production line configuration in Digital Twin. Master's thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/160784 https://hdl.handle.net/10356/160784 en YERIM001 application/pdf Nanyang Technological University |
| spellingShingle | Engineering::Manufacturing::Product design Kim, Yerim Strategic decision making for production line configuration in Digital Twin |
| title | Strategic decision making for production line configuration in Digital Twin |
| title_full | Strategic decision making for production line configuration in Digital Twin |
| title_fullStr | Strategic decision making for production line configuration in Digital Twin |
| title_full_unstemmed | Strategic decision making for production line configuration in Digital Twin |
| title_short | Strategic decision making for production line configuration in Digital Twin |
| title_sort | strategic decision making for production line configuration in digital twin |
| topic | Engineering::Manufacturing::Product design |
| url | https://hdl.handle.net/10356/160784 |
| work_keys_str_mv | AT kimyerim strategicdecisionmakingforproductionlineconfigurationindigitaltwin |