CPC G06F 30/17 (2020.01) [G06F 30/20 (2020.01); G06N 20/00 (2019.01); G06T 15/005 (2013.01); G06T 17/05 (2013.01); G06F 2111/10 (2020.01); G06F 2119/18 (2020.01)] | 21 Claims |
1. A method, comprising:
obtaining, by a computer system, point cloud data regarding a mechanical device, wherein the point cloud data comprises a set of data values associated with a three-dimensional coordinate system;
generating, by the computer system, a three-dimensional model of the mechanical device based on the point cloud data, wherein the three-dimensional model comprises a control volume representing at least a portion of the mechanical device;
updating, by the computer system, the control volume in response to a modification of computer aided design data associated with the mechanical device; and
predicting, by the computer system, at least one of a combustion behavior or a thermal behavior of the mechanical device based on input data, the three-dimensional model, and a machine learning process associated with the three-dimensional model.
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