Invention Grant
- Patent Title: Methods and systems for predicting a price of any subtractively manufactured part utilizing artificial intelligence at a computing device
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Application No.: US16706562Application Date: 2019-12-06
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Publication No.: US11783389B2Publication Date: 2023-10-10
- Inventor: Shuji Usui
- Applicant: Proto Labs, Inc.
- Applicant Address: US MN Maple Plain
- Assignee: Proto Labs, Inc.
- Current Assignee: Proto Labs, Inc.
- Current Assignee Address: US MN Maple Plain
- Agency: CALDWELL INTELLECTUAL PROPERTY LAW
- Main IPC: G06Q30/0283
- IPC: G06Q30/0283 ; G06N20/00 ; G06F18/23 ; G06T1/20 ; G06V10/762

Abstract:
A method for predicting a price of any subtractively manufactured part utilizing artificial intelligence at a computing device. The method comprises receiving a manufacturing request datum, wherein the manufacturing request datum further comprises at least an element of user mechanical part data, selecting a correlated dataset containing a plurality of data entries. The method further comprises generating, at a clustering unsupervised machine-learning model, at least a first correlated compatible part element, receiving, at a supervised machine-learning model, a first training set, generating, at a supervised machine-learning model as a function of the first training set, an external price output, and determining a price ratio output, wherein determining the price ratio output further comprises generating a loss function of a part specific variable and minimizing the loss function.
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