CPC G05B 19/4097 (2013.01) [G06N 3/126 (2013.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01); G06N 20/20 (2019.01); G05B 2219/35134 (2013.01); G05B 2219/35204 (2013.01); G06N 3/045 (2023.01); G06N 5/04 (2013.01)] | 22 Claims |
1. One or more non-transitory computer memory devices storing software instruction for controlling one or more processors to provide:
a graphical user interface configured to receive, at a processor and from a remote compute device, a manufacturing process request, wherein the manufacturing process request includes a digital model representative of a physical object to be manufactured; and
a predictive engine configured to generate at least one non-deterministic predictive value associated with manufacturing the physical object, wherein the predictive engine is configured based at least in part upon the digital model or upon a set of features derived from the digital model, and based at least in part upon one or more machine learning models;
wherein at least one of the one or more machine learning models is trained using a set of previously manufactured physical objects; and
wherein the graphical user interface is also configured to provide a prediction report associated with manufacturing the physical object, the prediction report including information based upon the at least one non-deterministic predictive value.
|