FATIGUE LOADS IN WIND TURBINES AND USE OF OPERATIONAL METADATA

Patent №

US 11,739,734

Granted

2023-08-29

Filed 2021

Owner

GENERAL ELECTRIC RENOVABLES ESPANA, S.L.

Lab

AI components

1

ml

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17499913

The present disclosure relates to methods and systems for determining fatigue loads in a wind turbine. Such a method may comprise obtaining operational metadata representative for an operational situation, and determining whether the operational metadata corresponds to operational metadata from one of a plurality of previously defined operational situations for which fatigue loads are known, the plurality of previously defined operational situations being stored in an operational situations database. If the operational metadata representative for the operational situation substantially corresponds to operational metadata from the stored previous operational situation, then the fatigue loads for the stored previously define operational situation are summed to historically accumulated fatigue loads to determine total accumulated fatigue loads. Methods for registering an operational situation in a wind turbine are also provided.

Machine learningF03D 17/00F03D 7/0292F05B 2260/80F05B 2260/821F05B 2270/327F05B 2270/328F05B 2270/332F05B 2270/335+2 more

AI classification

Machine learning0.81
Planning0.01
Vision0.01
Natural language0.00
Knowledge representation0.00
AI hardware0.00
Evolutionary computation0.00
Speech0.00

Ownership

GENERAL ELECTRIC RENOVABLES ESPANA, S.L.

assignment · 577730287

Assignors

NEOGI, GANESH, SCHEUNEMANN, ARNE

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

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