Application of artificial intelligence (AI) for 3D printing of concrete
We are facing a challenge as we emerge from the post-COVID 19 era as engineers must demonstrate their ability to build and create. As a result of the introduction of concrete 3D printing, labour costs were substantially reduced, and supply chain interruptions were eliminated. Despite its advantages,...
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| Format: | Final Year Project (FYP) |
| Language: | English |
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Nanyang Technological University
2023
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| Online Access: | https://hdl.handle.net/10356/167739 |
| _version_ | 1826128852348305408 |
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| author | Pradinatay, Justin Ferdinand |
| author2 | Li King Ho Holden |
| author_facet | Li King Ho Holden Pradinatay, Justin Ferdinand |
| author_sort | Pradinatay, Justin Ferdinand |
| collection | NTU |
| description | We are facing a challenge as we emerge from the post-COVID 19 era as engineers must demonstrate their ability to build and create. As a result of the introduction of concrete 3D printing, labour costs were substantially reduced, and supply chain interruptions were eliminated. Despite its advantages, concrete 3D printing poses many challenges. An issue involves irregular layer width during printing. In this study, the purpose is to demonstrate the ability of artificial intelligence (AI) to monitor printing while maintaining consistent filament width. One method to use edge detection method from OpenCV library, however we are open to explore more edge detection method as well. An analysis of the literature, the preparation and training of data using Mask RCNN, as well as the measurement of width were all involved in this research. In the absence of these specifications, the structure will be weak and, if it topples or crumbles, people will lose their lives. |
| first_indexed | 2024-10-01T07:31:18Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/167739 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T07:31:18Z |
| publishDate | 2023 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-10356/1677392023-06-10T16:49:38Z Application of artificial intelligence (AI) for 3D printing of concrete Pradinatay, Justin Ferdinand Li King Ho Holden School of Mechanical and Aerospace Engineering HoldenLi@ntu.edu.sg Engineering::Mechanical engineering We are facing a challenge as we emerge from the post-COVID 19 era as engineers must demonstrate their ability to build and create. As a result of the introduction of concrete 3D printing, labour costs were substantially reduced, and supply chain interruptions were eliminated. Despite its advantages, concrete 3D printing poses many challenges. An issue involves irregular layer width during printing. In this study, the purpose is to demonstrate the ability of artificial intelligence (AI) to monitor printing while maintaining consistent filament width. One method to use edge detection method from OpenCV library, however we are open to explore more edge detection method as well. An analysis of the literature, the preparation and training of data using Mask RCNN, as well as the measurement of width were all involved in this research. In the absence of these specifications, the structure will be weak and, if it topples or crumbles, people will lose their lives. Bachelor of Engineering (Mechanical Engineering) 2023-06-04T10:56:53Z 2023-06-04T10:56:53Z 2023 Final Year Project (FYP) Pradinatay, J. F. (2023). Application of artificial intelligence (AI) for 3D printing of concrete. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/167739 https://hdl.handle.net/10356/167739 en C054 application/pdf Nanyang Technological University |
| spellingShingle | Engineering::Mechanical engineering Pradinatay, Justin Ferdinand Application of artificial intelligence (AI) for 3D printing of concrete |
| title | Application of artificial intelligence (AI) for 3D printing of concrete |
| title_full | Application of artificial intelligence (AI) for 3D printing of concrete |
| title_fullStr | Application of artificial intelligence (AI) for 3D printing of concrete |
| title_full_unstemmed | Application of artificial intelligence (AI) for 3D printing of concrete |
| title_short | Application of artificial intelligence (AI) for 3D printing of concrete |
| title_sort | application of artificial intelligence ai for 3d printing of concrete |
| topic | Engineering::Mechanical engineering |
| url | https://hdl.handle.net/10356/167739 |
| work_keys_str_mv | AT pradinatayjustinferdinand applicationofartificialintelligenceaifor3dprintingofconcrete |