This article is supposed to take into account the usage of business intelligence tools for metallurgical production control systems. Artificial intelligence tools, not only the popular method of data mining, are currently necessary for the control systems, and they are supposed to be used also for any heavy industry, including metallurgy. It is expected that the ratio of usage of fuzzy sets, expert systems and other available means of artificial intelligence, which include also artificial neural networks, will be significantly increased also for metallurgical processes wherever it is feasible and economically acceptable. This article is focused to Neural Networks and their usage for Control of Heating Furnace.Keywords: Artificial Neural Networks, Business Intelligence, Control of Heating Furnace, Data Mining.
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