Machine learning for additive manufacturing
AssigneeCincinnati Incorporated
InventorsArjun Chandar, Alfonso Perez, Eric Hagemeyer, Pantelis Gkaliamoutsas, Shien Yang Lee, Yuanhan James Xu
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Abstract
An additive manufacturing system includes performing at least one first 3D printing process to at least partially manufacture an artifact, measuring at least one measured dimension of the at least partially manufactured artifact, and comparing the at least one measured dimension to at least one corresponding nominal dimension to provide at least one comparison. The process also includes generating at least one regression model in response to the at least one comparison.
Claims20
An additive manufacturing process, comprising:
- performing at least one first 3D printing process to at least partially manufacture an artifact;
- measuring at least one measured dimension of the at least partially manufactured artifact;
- comparing the at least one measured dimension to at least one corresponding nominal dimension to provide at least one comparison;
- and
- generating at least one regression model in response to the at least one comparison.
An additive manufacturing process, comprising:
- providing a 3D part file;
- generating a machine code from the 3D part file for sending commands to a 3D printer in order to print a part;
- executing the machine code via the 3D printer to at least partially manufacture the part;
- measuring at least one measured dimension of the at least partially manufactured part;
- comparing the at least one measured dimension to at least one corresponding nominal dimension to provide at least one comparison;
- and
- adjusting the machine code in response to the at least one comparison.
An additive manufacturing process, comprising:
- providing a 3D part file;
- generating a machine code from the 3D part file for sending commands to a first 3D printer in order to print a part;
- executing the machine code via the first 3D printer to at least partially manufacture the part;
- measuring at least one measured dimension of the at least partially manufactured part;
- comparing the at least one measured dimension to at least one corresponding nominal dimension to provide at least one comparison;
- and
- generating at least one regression model in response to the at least one comparison.
Dependencies are inferred from the claim text.