公开(公告)号：US11079738B2

公开(公告)日：2021-08-03

申请号：US15678653

申请日：2017-08-16

Applicant: General Electric Company

Inventor： Arun Karthi Subramaniyan ,  Ananda Barua ,  Daniel Erno

IPC: G05B19/4099 ,  G06N3/04 ,  G06N5/02 ,  G06N3/08 ,  G06N7/00 ,  G06N20/00 ,  G06F30/17 ,  B33Y50/00

Abstract: According to some embodiments, a system may include a design experience data store containing electronic records associated with prior industrial asset item designs. A deep learning model platform, coupled to the design experience data store, may include a communication port to receive constraint and load information from a designer device. The deep learning platform may further include a computer processor adapted to automatically and generatively create boundaries and geometries, using a deep learning model associated with an additive manufacturing process, for an industrial asset item based on the prior industrial asset item designs and the received constraint and load information. According to some embodiments, the deep learning model computer processor is further to receive design adjustments from the designer device. The received design adjustments might be for example, used to execute an optimization process and/or be fed back to continually re-train the deep learning model.