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.
- Language
-
Englisch
- Bibliographic citation
-
Series: Institute of Economic Research Working Papers ; No. 30/2014
- Classification
-
Wirtschaft
Energy: General
Energy Forecasting
Neural Networks and Related Topics
Forecasting Models; Simulation Methods
- Subject
-
energy supply
security
neural networks
operating reserve
- Event
-
Geistige Schöpfung
- (who)
-
Jasinski, Tomasz
Scianowska, Agnieszka
- Event
-
Veröffentlichung
- (who)
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Institute of Economic Research (IER)
- (where)
-
Toruń
- (when)
-
2014
- Handle
- Last update
-
10.03.2025, 11:42 AM CET
Data provider
This object is provided by:
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. If you have any questions about the object, please contact the data provider.
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. If you have any questions about the object, please contact the data provider.
Object type
- Arbeitspapier
Associated
- Jasinski, Tomasz
- Scianowska, Agnieszka
- Institute of Economic Research (IER)
Time of origin
- 2014
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