Arbeitspapier
Security Assessment and Optimization of Energy Supply
The question of energy supply continuity is essential from the perspective of the functioning of society and the economy today. The study describes modern methods of forecasting emergency situations using Artificial Intelligence (AI) tools, especially neural networks. It examines the structure of a properly functioning model in the areas of input data selection, network topology and learning algorithms, analyzes the functioning of an energy market built on the basis of a reserve market, and discusses the possibilities of economic optimization of such a model, including the question of safety.
- Sprache
-
Englisch
- Erschienen in
-
Series: Institute of Economic Research Working Papers ; No. 30/2014
- Klassifikation
-
Wirtschaft
Energy: General
Energy Forecasting
Neural Networks and Related Topics
Forecasting Models; Simulation Methods
- Thema
-
energy supply
security
neural networks
operating reserve
- Ereignis
-
Geistige Schöpfung
- (wer)
-
Jasinski, Tomasz
Scianowska, Agnieszka
- Ereignis
-
Veröffentlichung
- (wer)
-
Institute of Economic Research (IER)
- (wo)
-
Toruń
- (wann)
-
2014
- Handle
- Letzte Aktualisierung
-
10.03.2025, 11:42 MEZ
Datenpartner
Dieses Objekt wird bereitgestellt von:
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
Objekttyp
- Arbeitspapier
Beteiligte
- Jasinski, Tomasz
- Scianowska, Agnieszka
- Institute of Economic Research (IER)
Entstanden
- 2014
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