System and Method for Assessing Farm-Level Performance of a Wind Farm

Patent №

US 10,260,481

Granted

2019-04-16

Filed 2016

Owner

GENERAL ELECTRIC COMPANY

Lab

AI components

2

planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15194686

The present disclosure is directed to a system and method for assessing farm-level performance of a wind farm. The method includes operating the wind farm in a first operational mode and identifying one or more pairs of wind turbines having wake interaction. The method also includes generating a pairwise dataset for the wind turbines pairs. Further, the method includes generating a first wake model based on the pairwise dataset and predicting a first farm-level performance parameter based on the first wake model. The method also includes operating the wind farm in a second operational mode and collecting operational data during the second operational mode. Moreover, the method includes predicting a first farm-level performance parameter for the second operational mode using the first wake model and the operational data from the second operational mode. The method further includes determining a second farm-level performance parameter during the second operational mode. Thus, the method includes determining a difference in the farm-level performance of the wind farm as a function of the first and second farm-level performance parameters.

PlanningEvolutionary computationF03D 17/00F03D 7/0224F03D 7/024F03D 7/028F03D 7/048F03D 9/257F05B 2260/82F05B 2260/821+9 more

AI classification

Evolutionary computation0.98
Planning0.77
Machine learning0.23
AI hardware0.23
Vision0.07
Knowledge representation0.06
Natural language0.03
Speech0.00

Ownership

GENERAL ELECTRIC COMPANY

assignment · 390260132

Assignors

WILSON, MEGAN, KERN, STEFAN, CHANDRASHEKAR, SIDDHANTH, AMBEKAR, AKSHAY

On an employer assignment, the assignors are typically the inventors.

From the same owner

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