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Neural network method is used to solve complex modeling problems such as classification, estimation and pattern recognition. There are two main categories of ANNs which can be applied whether in regression or classification: the supervised and the unsupervised. In supervised model, all the data is labeled and the network is learned to predict the output values from the input data as previous experimental. In unsupervised model, all the data is unlabeled and the network is learned to inherent structure from the inp...

The energy security, the energy market and the climate change strategy characterize the current times. This forces us to seek new technologies and to modernize and intensify old technologies. The current strategy also significantly affects the blast furnace iron production and subsequently the production of agglomerate. Agglomerate production is closely related, from the ecological and energy points of view, with the production of coke, which is the basic fuel component of the agglomeration batch. That is coke bre...

Nowadays a biomass belong to main sphere of interest by reason of global energy politics. A many researcher works are concentrated on feasible solutions according with the politics a main strategy to elimination of energy and environmental load. This work is fall under solutions for energy saving and fossil fuel substitution by biomass. In concrete, the interest of authors is in iron ore sintering area and utilization of biomass as a part of sintering mixture or as a partial replacement for agglomeration coke. The...