Data Analytics in Power Markets

by Qixin Chen, Hongye Guo, Kedi Zheng

Book Overview

Introduction to power market data and their characteristics.- Modeling load forecasting uncertainty using deep learning models.- Data-driven load data cleaning and its impacts on forecasting performance.- Generalized cost-oriented load forecasting in economic dispatch.- A monthly electricity consumption forecasting method.- Data-driven pattern extraction for analyzing market bidding behaviors.- Stochastic optimal offering based on probabilistic forecast...

• Format: Paperback
• Language: English
• ISBN: 9811649774
• ISBN13: 9789811649776
• Release Date: October 2022
• Publisher: Springer
• Length: 273 Pages
• Weight: 0.96 lbs.
• Dimensions: 0.7" x 6.1" x 9.2"