CPC B24B 51/00 (2013.01) [G05B 19/19 (2013.01); G05B 2219/35012 (2013.01); G05B 2219/35167 (2013.01); G05B 2219/45199 (2013.01)] | 20 Claims |
1. An apparatus for automated mold polishing, the apparatus comprising:
at least a processor; and
a memory communicatively connected to the at least a processor, the memory containing instructions configuring the at least a processor to:
receive a finish assignment for at least a surface of a part for manufacture;
input a surface geometry into a polish machine learning model iteratively trained to derive inferences between polishing tool pressures and surface finishes in training data and receive a polish strategy as an output of the polish machine learning model;
select a polishing tool for the at least a surface as a function of the finish assignment and the polish strategy for the at least a surface;
determine a reachable area of the at least a surface as a function of the polishing tool;
generate a toolpath comprising a sequence of grit progressions and movement steps as a function of the reachable area; and
control an automated manufacturing device to execute the toolpath.
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