Method and system for controlling a quantity of a wind turbine by choosing the controller via machine learning

Number of patents in Portfolio can not be more than 2000

United States of America Patent

PATENT NO 11725626
APP PUB NO 20220213868A1
SERIAL NO

17603389

Stats

ATTORNEY / AGENT: (SPONSORED)

Importance

Loading Importance Indicators... loading....

Abstract

See full text

The present invention relates to a method of controlling a wind turbine by automatic online selection of a controller that minimizes the wind turbine fatigue. The method therefore relies on an (offline constructed) database (BDD) of simulations of a list (LIST) of controllers, and on an online machine learning step for determining the optimal controller in terms of wind turbine (EOL) fatigue. Thus, the method allows automatic selection of controllers online, based on a fatigue criterion, and switching between the controllers according to the measured evolution of wind condition.

Loading the Abstract Image... loading....

First Claim

See full text

Family

Loading Family data... loading....

Patent Owner(s)

Patent OwnerAddress
CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE3 RUE MICHEL-ANGE PARIS 75016
IFP ENERGIES NOUVELLESRUEIL-MALMAISON
INSTITUT POLYTECHNIQUE DE GRENOBLE46 AVENUE FÉLIX VIALLET GRENOBLE 38000
UNIVERSITE GRENOBLE ALPES621 AVENUE CENTRALE SAINT-MARTIN-D'HÉRES 38400

International Classification(s)

  • [Classification Symbol]
  • [Patents Count]

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Al-Amir, Mazen Saint Martin d'Heres, FR 1 2
Collet, David Rueil-Malmaison, FR 2 2
Di, Domenico Domenico Rueil-Malmaison, FR 6 21
Sabiron, Guillaume Rueil-Malmaison, FR 7 11

Cited Art Landscape

Load Citation

Patent Citation Ranking

Forward Cite Landscape

Load Citation

Maintenance Fees

Fee Large entity fee small entity fee micro entity fee due date
3.5 Year Payment $1600.00 $800.00 $400.00 Feb 15, 2027
7.5 Year Payment $3600.00 $1800.00 $900.00 Feb 15, 2031
11.5 Year Payment $7400.00 $3700.00 $1850.00 Feb 15, 2035
Fee Large entity fee small entity fee micro entity fee
Surcharge - 3.5 year - Late payment within 6 months $160.00 $80.00 $40.00
Surcharge - 7.5 year - Late payment within 6 months $160.00 $80.00 $40.00
Surcharge - 11.5 year - Late payment within 6 months $160.00 $80.00 $40.00
Surcharge after expiration - Late payment is unavoidable $700.00 $350.00 $175.00
Surcharge after expiration - Late payment is unintentional $1,640.00 $820.00 $410.00