Unit 2. Preparing Data


To predict the temperature rise of wind turbine windings, you need to use the following data:

  • The temperature of turbine windings
  • Wind speed
  • Active power
  • The temperature inside turbines
  • The temperature outside turbines
  • The temperature of gear wheel oil


This unit describes how to preview the data above in a built-in sample dataset.

Previewing the Sample Dataset


In this tutorial, the data above are provided by the Engine Data Demo sample dataset. You can view the details of the sample dataset by the following steps:

  1. Log in to EnOS Management Console and select AI Studio > Dataset Management from the left navigation pane.
  2. Select Sample to view sample datasets.
  3. Select the Engine Data Demo datasets to view the following information:
    • Under the Basic Information tab, you can view Attributes and Scheme information.
    • Under the Invoking Code tab, you can view or copy the Python code to invoke the dataset.
    • Under the Dataset Exploration tab, you can preview data in the dataset or perform statistical analysis. For more information, see Explore Datasets.