9783731511281.pdf
Although laser cutting of metals is a well-established process, there is considerable potential for improvement with regard to various requirements for the manufacturing industry. First, this potential is identified and then it is shown how improvements could be made using machine learning. For this...
Γλώσσα: | ger |
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Έκδοση: |
KIT Scientific Publishing
2022
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Διαθέσιμο Online: | https://doi.org/10.5445/KSP/1000137690 |
Περίληψη: | Although laser cutting of metals is a well-established process, there is considerable potential for improvement with regard to various requirements for the manufacturing industry. First, this potential is identified and then it is shown how improvements could be made using machine learning. For this purpose, a database was generated. It contains the process parameters, RGB images, 3D point clouds and various quality features of almost 4000 cut edges. |
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