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:
Nov. 28, 2023

Filed:

Jul. 02, 2021
Applicant:

North China Electric Power University, Beijing, CN;

Inventors:

Nian Liu, Beijing, CN;

Liudong Chen, Beijing, CN;

Chenchen Li, Beijing, CN;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
H04L 41/0833 (2022.01); G06N 3/08 (2023.01); G06N 3/044 (2023.01);
U.S. Cl.
CPC ...
H04L 41/0833 (2013.01); G06N 3/044 (2023.01); G06N 3/08 (2013.01);
Abstract

A method and a system of hybrid data-and-model-driven hierarchical network reconfiguration are provided. Taking into account that the optimal operation structure of the power grid may change after a new energy is connected into the power grid in the distribution manner, this method combines the mathematical model of network reconfiguration and clustering with the deep learning model, and uses data recorded by the smart meter, to reconfigure the network in a hybrid data-and-model driving mode. This method proposes a network compression method and a hierarchical decompression method based on deep learning, and improves the efficiency of network reconfiguration by the way of distributed calculation and combination of on-line and off-line calculation.


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