Wind energy analytics toolbox: Expected power estimator

An open-source module for predicting power production from operating wind turbines

Introduction

In this article, I will cover the procedure for estimating the expected power from operating wind turbines and present a case study with exploratory data analysis. All images are by the author unless otherwise stated in the caption.

Predicting the power output from operational turbines is valuable for technical and commercial purposes. Wind energy experts track the performance of turbines by …

analytics data science energy open source power predictive analytics renewable-energy wind-energy