Abstract
Trends in the development of artificial intelligence and the use of neural networks as 
 applied to the power industry are considered. It is revealed that the well-known forecasting systems 
 based on artificial neural networks are difficult to formalize and get an unambiguous solution. There fore, this problem must be solved using a systematic approach that combines the capabilities of artifi cial neural networks and fuzzy logic under conditions of partial uncertainty of parameters
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