Methods and Systems for Optimizing Farm-level Metrics in a Wind Farm

Patent №

US 9,201,410

Granted

2015-12-01

Filed 2011

Owner

GENERAL ELECTRIC COMPANY

Lab

AI components

2

planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13335993

A method for optimizing one or more farm-level metrics in a wind farm is presented. The method includes identifying an optimization objective and one or more decision variables for optimization. Furthermore, the method includes optimizing the optimization objective based on wake-affected wind conditions, power capture values, or damage equivalent load values, to calculate optimum decision variable values for each wind turbine. The method also includes transmitting the optimum decision variable values to the respective wind turbines. In addition, the method includes applying the optimum decision variable values to the respective wind turbines to achieve the optimization objective. Systems and non-transitory computer readable medium configured to perform the method for optimizing one or more farm-level metrics in a wind farm are also presented.

PlanningAI hardwareG05B 13/04F03D 7/028F03D 7/045F03D 7/048G05B 13/041F05B 2270/20F05B 2270/204G05B 2219/2619+2 more

AI classification

AI hardware1.00
Planning0.98
Evolutionary computation0.21
Machine learning0.12
Knowledge representation0.00
Natural language0.00
Vision0.00
Speech0.00

Ownership

GENERAL ELECTRIC COMPANY

assignment · 274390145

Assignors

AMBEKAR, AKSHAY, RYALI, VENKATARAO, TIWARI, AWADESH KUMAR

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

From the same owner

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