wtg: Wind turbine operational data

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

Description

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.

Usage

wtg

Format

A data frame with 1000 rows and 7 variables:

• time: timestamp,

• V: wind speed (m/s),

• D: wind direction (degree),

• rho: air density (kg/m^3),

• I: turbulence intensity,

• Sb: below-hub wind shear,

• y: power output (kW).

Note

This dataset is generated by using windpw dataset in kernplus package. Timestamp has been added (randomly), and the power output of windpw dataset has been arbitrarily muliplied by 10 to represent kW values.

gainML documentation built on June 28, 2019, 5:05 p.m.