Optimal power flow control via dynamic power flow modeling

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 12249833
APP PUB NO 20230187934A1
SERIAL NO

18105047

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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Systems and methods are directed to controlling components of a utility grid. The system can receive data samples including signals detected at one or more portions of a utility grid. The system can construct a matrix having a first dimension and a second dimension. The system can train a machine learning model based on the matrix to predict values for signals of the utility grid not provided in the matrix. The system can receive bounds for one or more input variables, constraints on one or more output variables, and a performance objective for the utility grid. The system can determine, based on the machine learning model and via an optimization technique, an adjustment to a component of the utility grid that satisfies the performance objective. The system can provide the adjustment to the component of the utility grid to satisfy the performance objective.

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Patent Owner(s)

  • UTILIDATA, INC.

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Hummon, Marissa Golden, US 12 73
Li, Ning Mansfield, US 758 4862
Spalt, Taylor Providence, US 12 24
Thayer, Brandon Richland, US 18 5

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