Téléchargez le livre : Power Systems Research and Operation

Power Systems Research and Operation

Selected Problems III

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Éditeur :

Springer


Paru le : 2023-11-21



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Description

This book covers new technologies and methods related to models for short-term forecasting of electricity imbalances in the IPS of Ukraine, taking into account the impact of forecasts of energy production from renewable sources on the accuracy of the imbalance forecast. The book proposed architecture and mathematical model of an artificial neural network for deep learning forecasting of short-term electricity imbalances using hourly data. Using a model to aggregate data with an hourly resolution followed by forecasting to reduce forecast error, the quasi-dynamic modeling method was used to analyze the impact of periodic generation on the network. The application of quasi-dynamic modeling also allows taking into account the system load curve, generation profile, storage system, as well as renewable energy sources (RES) operation in this area. The use of models makes it possible to achieve realistic estimates of generation for the required period. The book considers a local hybrid renewable energy system (HRES) based on different types of RES, which is more efficient than a system with one type of source.
Pages
371 pages
Collection
n.c
Parution
2023-11-21
Marque
Springer
EAN papier
9783031447716
EAN PDF
9783031447723
Informations sur l'ebook
Nombre pages copiables
3
Nombre pages imprimables
37
Taille du fichier
11121 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
210,99 €
EAN EPUB
9783031447723
Informations sur l'ebook
Nombre pages copiables
3
Nombre pages imprimables
37
Taille du fichier
45240 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
210,99 €

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