Please use this identifier to cite or link to this item: http://hdl.handle.net/10419/219590
Authors: 
Jasinski, Tomasz
Scianowska, Agnieszka
Year of Publication: 
2014
Series/Report no.: 
Institute of Economic Research Working Papers No. 30/2014
Abstract: 
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.
Subjects: 
energy supply
security
neural networks
operating reserve
JEL: 
Q40
Q47
C45
C53
Creative Commons License: 
https://creativecommons.org/licenses/by/3.0/
Document Type: 
Working Paper

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