General Electric Company

Pedro Arsuaga Santos

Robert Gregory Wagoner

Dale Robert Mashtare

Vaidhya Nath Venkitanarayanan

Megan Ann DeWitt

James Gregory Rotbert

A method for operating a wind turbine power system connected to an electrical grid includes collecting data relating to one or more parameters of one or more electrical components of the wind turbine power system. The method may also include performing a statistical analysis of the data relating to one or more parameters of the one or more electrical components. Further, the method includes predicting future behavior of the electrical component(s) based on the statistical analysis. Moreover, the method includes determining set points for the electrical component(s) using the predicted future behavior. In addition, the method includes operating the wind turbine power system at the determined set points for the electrical component(s) so as to optimize at least one characteristic of the electrical component(s).

System and method for designing and operating a wind turbine power system based on statistical analysis of operational and/or grid data thereof

A method for operating at least one energy storage device of a renewable energy facility connected to a power grid in multiple operational modes includes providing an operational threshold for the renewable energy facility. Further, the method includes comparing an operational parameter of the renewable energy facility with respect to the operational threshold. The method also includes controlling the renewable energy facility based on the comparison. As such, when the operational parameter is below the operational threshold, the controller communicates to the energy storage device(s) to increase its state of charge (SOC) in anticipation of the renewable energy facility transitioning from producing power to consuming power. In contrast, when the operational parameter is at or above the operational threshold, the controller communicates to the energy storage device(s) to decrease its state of charge (SOC) in anticipation of a curtailment event of the power grid to prevent the renewable energy facility from releasing and sending power to the power grid.

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Niskayuna, NY, United States of America

Pedro Arsuaga Santos