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.
Patent No.:
Date of Patent:
Sep. 08, 2026
Filed:
Aug. 28, 2024
Here Global B.v., Eindhoven, NL;
Jerome Beaurepaire, Nantes, FR;
Jeremy Michael Young, Beverly Hills, MI (US);
HERE GLOBAL B.V., Eindhoven, NL;
Abstract
A system to determine a stranded electric vehicle resilience index of an area for an electric vehicle (EV) is disclosed. The system may use an API to determine areas in a region with minimal EV charging capabilities; generate a first trained machine learning model to predict a first probability for a given EV to be stranded in the areas based on a training feature dataset and the areas with minimal EV charging capabilities; label the areas as critical areas based on the first probability; generate a second trained machine learning model based on the labelled critical areas; and predict, using the second trained machine learning model and current features of a link to be traveled by the EV as derived from a map and one or more sensors along the link, a second probability for the EV to be stranded on the link.