Energy Time Series Forecasting: Efficient and Accurate Forecasting of Evolving Time Series from the Energy Domain
暫譯: 能源時間序列預測:高效且準確的能源領域演變時間序列預測
Lars Dannecker
- 出版商: Springer
- 出版日期: 2015-08-14
- 售價: $2,140
- 貴賓價: 9.5 折 $2,033
- 語言: 英文
- 頁數: 252
- 裝訂: Paperback
- ISBN: 3658110384
- ISBN-13: 9783658110383
海外代購書籍(需單獨結帳)
商品描述
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.
商品描述(中文翻譯)
Lars Dannecker 開發了一種新穎的在線預測過程,顯著改善了預測的計算方式。這種方法提高了預測的效率和準確性,並使過程能夠適應不同的情況和應用。提高預測效率是確保在可再生能源來源日益增加的情況下,穩定電力網的關鍵前提。此外,這也對促進從靜態的日先電力交易轉向更具動態的即時市場至關重要。本書將介紹在線預測過程的多種方法,這些方法涵蓋了邏輯層和物理層的不同層面。
2015年獲得德累斯頓工業大學頒發的 Georg-Helm-Preis 提名。