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:
Oct. 01, 2024

Filed:

Sep. 29, 2023
Applicants:

Osama Mohammed, Miami, FL (US);

Ahmed Soliman, Miami, FL (US);

S M Sajjad Hossain Rafin, Miami, FL (US);

Inventors:

Osama Mohammed, Miami, FL (US);

Ahmed Soliman, Miami, FL (US);

S M Sajjad Hossain Rafin, Miami, FL (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H02M 7/217 (2006.01); G06N 3/045 (2023.01); H02J 3/38 (2006.01);
U.S. Cl.
CPC ...
H02M 7/2173 (2013.01); G06N 3/045 (2023.01); H02J 3/381 (2013.01);
Abstract

Systems and methods for the control and operation of a grid-connected converter with an energy storage system are provided. The system can include a small microgrid comprising an AC grid that is feeding a DC load through a converter. The converter is connected to the AC grid through an R-L filter. The classical linear controllers have limitations due to their slow transient performance and low robustness against parameter variations and load disturbances. In certain embodiments, the transient and steady state responses of the provided artificial intelligence based Robust Artificial Neural Network Tracking Control (RANNTC) of three-phase grid-connected power converters has been shown to be more enhanced in terms of overshoot (24% lower), settling time (85% reduced), and total harmonic distortion (THD) (55% lower).


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