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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| Other Authors: | |
| Format: | Thesis-Master by Coursework |
| Language: | English |
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Nanyang Technological University
2022
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| Online Access: | https://hdl.handle.net/10356/154565 |
| _version_ | 1811694809912442880 |
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| author | Wang, Pengcheng |
| author2 | Moon Seung Ki |
| author_facet | Moon Seung Ki Wang, Pengcheng |
| author_sort | Wang, Pengcheng |
| collection | NTU |
| 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. |
| first_indexed | 2024-10-01T07:13:29Z |
| format | Thesis-Master by Coursework |
| id | ntu-10356/154565 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T07:13:29Z |
| publishDate | 2022 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-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 |
| spellingShingle | Engineering::Manufacturing Wang, Pengcheng Reconfigurable production line design for digital twin in smart factory |
| title | 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_short | Reconfigurable production line design for digital twin in smart factory |
| title_sort | reconfigurable production line design for digital twin in smart factory |
| topic | Engineering::Manufacturing |
| url | https://hdl.handle.net/10356/154565 |
| work_keys_str_mv | AT wangpengcheng reconfigurableproductionlinedesignfordigitaltwininsmartfactory |