Energy Time Series Forecasting

Energy Time Series Forecasting
Author :
Publisher : Springer Vieweg
Total Pages : 0
Release :
ISBN-10 : 3658110384
ISBN-13 : 9783658110383
Rating : 4/5 (383 Downloads)

Book Synopsis Energy Time Series Forecasting by : Lars Dannecker

Download or read book Energy Time Series Forecasting written by Lars Dannecker and published by Springer Vieweg. This book was released on 2015-08-14 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lars Dannecker developed a novel online forecasting process that significantly improves how forecasts are calculated. It increases forecasting efficiency and accuracy, as well as allowing the process to adapt to different situations and applications. Improving the forecasting efficiency is a key pre-requisite for ensuring stable electricity grids in the face of an increasing amount of renewable energy sources. It is also important to facilitate the move from static day ahead electricity trading towards more dynamic real-time marketplaces. The online forecasting process is realized by a number of approaches on the logical as well as on the physical layer that we introduce in the course of this book. Nominated for the Georg-Helm-Preis 2015 awarded by the Technische Universität Dresden.


Energy Time Series Forecasting Related Books

Energy Time Series Forecasting
Language: en
Pages: 0
Authors: Lars Dannecker
Categories: Computers
Type: BOOK - Published: 2015-08-14 - Publisher: Springer Vieweg

DOWNLOAD EBOOK

Lars Dannecker developed a novel online forecasting process that significantly improves how forecasts are calculated. It increases forecasting efficiency and ac
Renewable Energy Forecasting
Language: en
Pages: 388
Authors: Georges Kariniotakis
Categories: Technology & Engineering
Type: BOOK - Published: 2017-09-29 - Publisher: Woodhead Publishing

DOWNLOAD EBOOK

Renewable Energy Forecasting: From Models to Applications provides an overview of the state-of-the-art of renewable energy forecasting technology and its applic
Energy Time Series Forecasting
Language: en
Pages: 241
Authors: Lars Dannecker
Categories: Computers
Type: BOOK - Published: 2015-08-06 - Publisher: Springer

DOWNLOAD EBOOK

Lars Dannecker developed a novel online forecasting process that significantly improves how forecasts are calculated. It increases forecasting efficiency and ac
Deep Learning for Time Series Forecasting
Language: en
Pages: 572
Authors: Jason Brownlee
Categories: Computers
Type: BOOK - Published: 2018-08-30 - Publisher: Machine Learning Mastery

DOWNLOAD EBOOK

Deep learning methods offer a lot of promise for time series forecasting, such as the automatic learning of temporal dependence and the automatic handling of te
Forecasting and Assessing Risk of Individual Electricity Peaks
Language: en
Pages: 108
Authors: Maria Jacob
Categories: Mathematics
Type: BOOK - Published: 2019-09-25 - Publisher: Springer Nature

DOWNLOAD EBOOK

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 cro