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:
Dec. 24, 2024

Filed:

Jan. 13, 2022
Applicants:

Covestro Llc, Pittsburgh, PA (US);

Covestro Deutschland Ag, Leverkusen, DE;

Inventors:

Alison Meanor, Sewickley, PA (US);

Michael Burns, Sewickley, PA (US);

Severin Mueller-Platz, Bergisch Gladbach, DE;

Sebastian Telgen, Korschenbroich, DE;

Assignees:

Covestro LLC, Pittsburgh, PA (US);

Covestro Deutschland AG, Leverkusen, DE;

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 10/0834 (2023.01); G06F 18/214 (2023.01); G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
G06Q 10/08345 (2013.01); G06F 18/214 (2023.01); G06N 20/20 (2019.01);
Abstract

Provided is a system to generate a machine learning model to provide a predicted cost associated with shipping a shipment of freight from an origin of the shipment of freight to a destination of the shipment of freight based on a training dataset and a predicted distance and to determine the predicted cost associated with shipping a specified shipment of freight from the origin of the specified shipment of freight to the destination of the specified shipment of freight using the machine learning model. The training dataset includes data associated with shipments of freight conducted during a first time interval and data associated with shipments of freight conducted during a second time interval. The first time interval is at least a year and the second time interval is shorter than the first time interval. A computer implemented method and computer program product are also provided.


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