Invention Grant
- Patent Title: 3D printer device management using machine learning
-
Application No.: US16674551Application Date: 2019-11-05
-
Publication No.: US11669772B2Publication Date: 2023-06-06
- Inventor: Ravish Chawla
- Applicant: VMWARE, INC.
- Applicant Address: US CA Palo Alto
- Assignee: VMWARE, INC.
- Current Assignee: VMWARE, INC.
- Current Assignee Address: US CA Palo Alto
- Agency: Clayton, McKay & Bailey, PC
- Main IPC: G06F21/00
- IPC: G06F21/00 ; G06N20/00 ; B33Y50/00 ; H04L9/40 ; G06N5/04

Abstract:
Systems and methods for 3D printer management can allow or reject printing of an object based on a model that is trained with machine learning. In one example, the model classifies the object according to object type. The object type can be compared against a list, such as a whitelist or blacklist, to determine whether to block the object from printing. The lists can be specific to users, such as based on an organizational group to which the user belongs. A print server can apply the model prior to forwarding the object to a 3D printer for printing. Both the models and the lists can evolve based on machine learning, such as based on which print decisions receive override from administrators.
Public/Granted literature
- US20210133625A1 3D PRINTER DEVICE MANAGEMENT USING MACHINE LEARNING Public/Granted day:2021-05-06
Information query