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:
Feb. 24, 2026

Filed:

Sep. 15, 2023
Applicant:

Tata Consultancy Services Limited, Mumbai, IN;

Inventors:

Ajay Narayanan, Bangalore, IN;

Prasant Kumar Misra, Bangalore, IN;

Ankush Ojha, Nodia, IN;

Arunchandar Vasan, Chennai, IN;

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G01C 21/34 (2006.01); B60L 53/67 (2019.01); B60L 55/00 (2019.01); G06N 3/08 (2023.01); G06N 3/092 (2023.01); G06Q 10/047 (2023.01);
U.S. Cl.
CPC ...
G01C 21/3469 (2013.01); B60L 53/67 (2019.02); B60L 55/00 (2019.02); G06N 3/08 (2013.01); G06N 3/092 (2023.01); G06Q 10/047 (2013.01);
Abstract

Method and system of electric vehicle route planning for multi-service delivery and on-route energy replenishment is disclosed. Last mile delivery is a critical component of supply chains that impacts both customer experience and delivery cost. User request is received by a depot of a delivery environment. The user request comprising a current location of the user, one or more required services, and a time window rendered between each of the required services is processed and a graph is generated for the user request. Further, trained learning agent generates a route map indicating a plurality of waypoint locations for the electric vehicle to visit each node in accordance with minimized trip cost of fleet and time duration where each node has a state action pair for the electric vehicle. The learning agent learns continuously during the interaction with delivery environment and obtains feedback for every associated action.


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