The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jun. 30, 2026

Filed:

Aug. 05, 2021
Applicant:

Protolabs, Inc., Maple Plain, MN (US);

Inventor:

Stefan Emilov Atev, Bethesda, MD (US);

Assignee:

Protolabs, Inc., Maple Plain, MN (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05B 19/406 (2006.01); G06F 30/20 (2020.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G05B 19/406 (2013.01); G06F 30/20 (2020.01); G06N 20/00 (2019.01); G05B 2219/35212 (2013.01);
Abstract

Methods and In an aspect a method of generating an instantaneous quote of any part without toolpathing, the method includes receiving, using a computing device, a geometric model of a part, constructing, using the computing device, at least a rotation-invariant feature as a function of the geometric model, predicting, using the computing device, a manufacturing time as a function of the at least a rotation-invariant feature and a manufacturing time machine learning model, selecting, using the computing device, a stock as a function of the at least a rotation-invariant and a stock selection machine learning model feature, and estimating, using the computing device, a quote as a function of the manufacturing time and the stock.


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