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:
Sep. 16, 2025

Filed:

Jun. 28, 2023
Applicant:

Ahmad Albanna, Rochester Hills, MI (US);

Inventors:

Ahmad Z. Albanna, Rochester Hills, MI (US);

Krzysztof Klesyk, Novi, MI (US);

Yan Zhou, Canton, MI (US);

Jarold A. Gonzalez Sosa, Southfield, MI (US);

Richard J. Hampo, Ann Arbor, MI (US);

Assignee:

Other;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B60L 53/63 (2019.01); B60L 53/10 (2019.01); B60L 53/51 (2019.01); B60L 53/52 (2019.01); B60L 53/62 (2019.01); B60L 53/67 (2019.01); B60L 53/68 (2019.01); B60L 55/00 (2019.01); G06N 3/044 (2023.01); H02J 1/08 (2006.01); H02J 3/00 (2006.01); H02J 3/32 (2006.01);
U.S. Cl.
CPC ...
B60L 53/63 (2019.02); B60L 53/11 (2019.02); B60L 53/62 (2019.02); B60L 53/67 (2019.02); B60L 53/68 (2019.02); B60L 55/00 (2019.02); G06N 3/044 (2023.01); H02J 1/084 (2020.01); H02J 3/007 (2020.01); H02J 3/322 (2020.01); B60L 53/51 (2019.02); B60L 53/52 (2019.02); H02J 2203/10 (2020.01); H02J 2300/24 (2020.01); H02J 2300/28 (2020.01); H02J 2300/30 (2020.01); H02J 2310/12 (2020.01);
Abstract

An energy management system including a universal energy flow manager that has a housing, an energy storage device disposed in the housing, a power electronics module disposed in the housing and adapted to convert and manage power and a connections interface. It also includes distribution and communications module with a HVDC Bus (High-Voltage Direct Current Bus) having variable power limits that powers an entire load requirement of one or more coupled electrical loads up to a defined power limit determined by an aggregation of power from one or more coupled energy sources. The one or more coupled electrical loads and the one or more coupled energy sources are external to the universal energy flow manager and connect to the HVDC Bus through the connections interface.


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Albanna, Ahmad. (2025). Energy management system with machine learning (U.S. Patent No. 12415437). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12415437

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