Two Innovative Modelling Approaches In Order To Forecast Consumption Of Blast Furnace Gas By Hot Blast Stoves
Matino I, Dettori S, Colla V and Salame S
Energy Propedia 158: 4043-4048.2019
Italy
This paper presents two models, which allow forecasting the consumption of blast furnace gas by some major consumers: the hot blast stoves.An Echo state Network-based Model,which is more complex and sensitive to the variations of the operating pratices and a simpler switch model,which does not require training and is very easy to use.Both Models provide good results and the user can interchangeably exploit them.
https://www.sciencedirect.com/science/article/pii/S1876610219308744