A dataset containing the measurements of wind-related and other environmental
variables as well as the actual power output measurements of an operating
wind turbine.

datasets

Provides an effective machine learning-based tool that quantifies the gain of passive device installation on wind turbine generators.
H. Hwangbo, Y. Ding, and D. Cabezon (2019) <arXiv:1906.05776>.

Hoon Hwangbo

gainML

Machine Learning-Based Analysis of Potential Power Gain from
Passive Device Installation on Wind Turbine Generators

Yu Ding

Daniel Cabezon

Texas A&M University 

EDP Renewables 

wtg function

A data frame with 1000 rows and 7 variables:<ul>
<li><code>time</code>:
 timestamp,</li>
<li><code>V</code>: wind speed (\(m/s\)),</li>
<li><code>D</code>: wind
 direction (degree),</li>
<li><code>rho</code>: air density (\(kg/m^3\)),</li>
<li><code>I</code>: turbulence intensity,</li>
<li><code>Sb</code>: below-hub wind shear,</li>
<li><code>y</code>: power output (\(kW\)).</li>
</ul>

Format

Wind turbine operational data — wtg

Wind turbine operational data

wtg: Wind turbine operational data

Description

Usage

Arguments

Format