Modeling and Forecasting Electricity Loads and Prices: A Statistical Approach

Modeling and Forecasting Electricity Loa

📁 Modeling and Forecasting Electricity Loads and Prices: A Statistical Approach (The Wiley Finance Series)

✍ Rafal Weron 📂 Library 📅 2006 🌐 English

This book offers an in-depth and up-to-date review of different statistical tools that can be used to analyze and forecast the dynamics of two crucial for every energy company processes—electricity prices and loads. It provides coverage of seasonal decomposition, mean reversion, heavy-tailed distrib

Electrical Load Forecasting: Modeling an

📁 Electrical Load Forecasting: Modeling and Model Construction

✍ S.A. Soliman 📂 Library 📅 2010 🏛 Butterworth-Heinemann 🌐 English

Succinct and understandable, this book is a step-by-step guide to the mathematics and construction of Electrical Load Forecasting models. Written by one of the world's foremost experts on the subject, Short and Long Term Electrical Load Forecasting provides a brief discussion of algorithms, there ad

Electrical load forecasting : modeling a

📁 Electrical load forecasting : modeling and model construction

✍ S A Soliman; Ahmad M Alkandari 📂 Library 📅 2010 🏛 Butterworth-Heinemann 🌐 English

Succinct and understandable, this book is a step-by-step guide to the mathematics and construction of Electrical Load Forecasting models. Written by one of the world's foremost experts on the subject, Short and Long Term Electrical Load Forecasting provides a brief discussion of algorithms, there ad

Advances in electric power and energy sy

📁 Advances in electric power and energy systems : load and price forecasting

✍ El-Hawary, Mohamed E 📂 Library 📅 2017 🌐 English

Advances in Electric Power and Energy Sy

📁 Advances in Electric Power and Energy Systems. Load and Price Forecasting

✍ Mohamed E. El-Hawary (ed.) 📂 Library 📅 2017 🏛 Wiley-IEEE Press 🌐 English

A comprehensive review of state-of-the-art approaches to power systems forecasting from the most respected names in the field, internationally<br>Advances in Electric Power and Energy Systems is the first book devoted exclusively to a subject of increasing urgency to power systems planning and opera

Statistical Learning Tools for Electrici

📁 Statistical Learning Tools for Electricity Load Forecasting

✍ Anestis Antoniadis; Jairo Cugliari; Matteo Fasiolo; Yannig Goude; Jean-Michel Po 📂 Library 📅 2024 🌐 English

This monograph explores a set of statistical and machine learning tools that can be effectively utilized for applied data analysis in the context of electricity load forecasting. Drawing on their substantial research and experience with forecasting electricity demand in industrial settings, the auth