Using Displacement Sensors to Characterize Critical Powder Layers in Laser Powder Bed Fusion
Additive manufacturing (AM) allows for the creation of complex geometries that cannot be created with traditional manufacturing methods, though process quality tools are still undeveloped. Uniform powder layers are critical to the final part quality for such processes, and currently, no machine can...
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| Other Authors: | |
| Format: | Thesis |
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Massachusetts Institute of Technology
2023
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| Online Access: | https://hdl.handle.net/1721.1/152108 |
| _version_ | 1811081701587156992 |
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| author | Wittenbrink, Jayna |
| author2 | Hardt, David E. |
| author_facet | Hardt, David E. Wittenbrink, Jayna |
| author_sort | Wittenbrink, Jayna |
| collection | MIT |
| description | Additive manufacturing (AM) allows for the creation of complex geometries that cannot be created with traditional manufacturing methods, though process quality tools are still undeveloped. Uniform powder layers are critical to the final part quality for such processes, and currently, no machine can provide objective evidence of a proper powder layer with in-process monitoring equipment. In this project, proper powder layers are currently verified by unquantifiable means. The strategy of this project was to use various sensors in tandem with the camera available within the machine to objectively distinguish between passing and failing powder layers. The specific goal of this thesis was to characterize the actual powder thickness and percent coverage with laser displacement sensors by subtracting a before and after powder deposition scan of the build plate. The laser line scanner showed promising results, but the variation within the process and data alignment strategies used were not sufficient to provide a concrete correlation for powder layer characterization. This project nonetheless sets the groundwork for further work to more objectively characterize powder layers. The rest of the project used the same unquantifiable means that are currently being used to verify powder layers. Intensity values from the onboard camera’s images were able to successfully distinguish between powder layers to be used as a powder layer verification tool. |
| first_indexed | 2024-09-23T11:51:07Z |
| format | Thesis |
| id | mit-1721.1/152108 |
| institution | Massachusetts Institute of Technology |
| last_indexed | 2024-09-23T11:51:07Z |
| publishDate | 2023 |
| publisher | Massachusetts Institute of Technology |
| record_format | dspace |
| spelling | mit-1721.1/1521082023-09-14T03:34:28Z Using Displacement Sensors to Characterize Critical Powder Layers in Laser Powder Bed Fusion Wittenbrink, Jayna Hardt, David E. Massachusetts Institute of Technology. Department of Mechanical Engineering Additive manufacturing (AM) allows for the creation of complex geometries that cannot be created with traditional manufacturing methods, though process quality tools are still undeveloped. Uniform powder layers are critical to the final part quality for such processes, and currently, no machine can provide objective evidence of a proper powder layer with in-process monitoring equipment. In this project, proper powder layers are currently verified by unquantifiable means. The strategy of this project was to use various sensors in tandem with the camera available within the machine to objectively distinguish between passing and failing powder layers. The specific goal of this thesis was to characterize the actual powder thickness and percent coverage with laser displacement sensors by subtracting a before and after powder deposition scan of the build plate. The laser line scanner showed promising results, but the variation within the process and data alignment strategies used were not sufficient to provide a concrete correlation for powder layer characterization. This project nonetheless sets the groundwork for further work to more objectively characterize powder layers. The rest of the project used the same unquantifiable means that are currently being used to verify powder layers. Intensity values from the onboard camera’s images were able to successfully distinguish between powder layers to be used as a powder layer verification tool. M.Eng. 2023-09-13T18:05:22Z 2023-09-13T18:05:22Z 2023-02 2023-03-01T20:04:08.498Z Thesis https://hdl.handle.net/1721.1/152108 In Copyright - Educational Use Permitted Copyright MIT http://rightsstatements.org/page/InC-EDU/1.0/ application/pdf application/pdf Massachusetts Institute of Technology |
| spellingShingle | Wittenbrink, Jayna Using Displacement Sensors to Characterize Critical Powder Layers in Laser Powder Bed Fusion |
| title | Using Displacement Sensors to Characterize Critical Powder Layers in Laser Powder Bed Fusion |
| title_full | Using Displacement Sensors to Characterize Critical Powder Layers in Laser Powder Bed Fusion |
| title_fullStr | Using Displacement Sensors to Characterize Critical Powder Layers in Laser Powder Bed Fusion |
| title_full_unstemmed | Using Displacement Sensors to Characterize Critical Powder Layers in Laser Powder Bed Fusion |
| title_short | Using Displacement Sensors to Characterize Critical Powder Layers in Laser Powder Bed Fusion |
| title_sort | using displacement sensors to characterize critical powder layers in laser powder bed fusion |
| url | https://hdl.handle.net/1721.1/152108 |
| work_keys_str_mv | AT wittenbrinkjayna usingdisplacementsensorstocharacterizecriticalpowderlayersinlaserpowderbedfusion |