Forecasting and Assessing Risk of Individual Electricity Peaks

by Maria Jacob

Book Overview

The overarching aim of this open access book is to present self-contained theory and algorithms for investigation and prediction of electric demand peaks. A cross-section of popular demand forecasting algorithms from statistics, machine learning and mathematics is presented, followed by extreme value theory techniques with examples.

In order to achieve carbon targets, good forecasts of peaks are essential. For instance, shifting demand...

• Format: Paperback
• Language: English
• ISBN: 3030286681
• ISBN13: 9783030286682
• Release Date: October 2019
• Publisher: Springer
• Length: 97 Pages
• Weight: 0.37 lbs.
• Dimensions: 0.2" x 6.1" x 9.2"