Supervised Machine Learning in Wind Forecasting and Ramp Event Prediction

by Harsh S Dhiman, Dipankar Deb, Valentina Emilia Balas

Supervised Machine Learning in Wind Forecasting and Ramp Event Prediction provides an up-to- date overview on the broad area of wind generation and forecasting, with a focus on the role and need of Machine Learning in this emerging field of knowledge. Various regression models and signal decomposition techniques are presented and analyzed, including least-square, twin support and random forest regression, all with supervised Machine Learning...

• Format: Paperback
• Language: English
• ISBN: 0128213531
• ISBN13: 9780128213537
• Release Date: February 2020
• Publisher: Academic Press
• Length: 216 Pages
• Weight: 0.65 lbs.
• Dimensions: 0.5" x 6.0" x 9.0"