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Application of Echo State Neural Networks to forecast blast furnace gas production: pave the way to off-gas optimized management 1-gen-2019 Matino, Ismael; Dettori, Stefano; Colla, Valentina; Weber, Valentine; Salame, Sahar
Nonlinear Model Predictive Control strategy for steam turbine rotor stress 1-gen-2019 Dettori, Stefano; Maddaloni, Alessandro; Colla, Valentina; Toscanelli, Orlando; Bucciarelli, Federico; Annamaria, Signorini; Damaso, Checcacci
Assessing the efficiency of the off-gas network management in integrated steelworks 1-gen-2019 Colla, Valentina; Matino, Ismael; Dettori, Stefano; Petrucciani, Alice; Zaccara, Antonella; Weber, Valentine; Salame, Sahar; Zapata, Nataila; Bastida, Santiago; Wolff, Andreas; Speets, Ramon; Romaniello, Lea
Renewable hydrogen production processes for the off-gas valorization in integrated steelworks through hydrogen intensified methane and methanol syntheses 1-gen-2020 Zaccara, A.; Petrucciani, A.; Matino, I.; Branca, T. A.; Dettori, S.; Iannino, V.; Colla, V.; Bampaou, M.; Panopoulos, K.
Deep Echo State Networks in Industrial Applications 1-gen-2020 Dettori, S.; Matino, I.; Colla, V.; Speets, R.
Fuzzy Adaptive Genetic Algorithm for Improving the Solution of Industrial Optimization Problems 1-gen-2020 Vannucci, Marco; Colla, Valentina; Dettori, Stefano; Iannino, Vincenzo
Multi-agent systems to improve efficiency in steelworks 1-gen-2021 Iannino, V.; Colla, V.; Mocci, C.; Matino, I.; Dettori, S.; Kolb, S.; Plankenbuhler, T.; Karl, J.
Echo-state neural networks forecasting steelworks off-gases for their dispatching in CH4 and CH3OH syntheses reactors 1-gen-2021 Matino, I.; Dettori, Stefano; Colla, Valentina; Katharina, Rechberger; Nina, Kieberger
Steam turbine rotor stress control through nonlinear model predictive control 1-gen-2021 Dettori, S.; Maddaloni, A.; Galli, F.; Colla, V.; Bucciarelli, F.; Checcacci, D.; Signorini, A.
A Deep Learning-based approach for forecasting off-gas production and consumption in the blast furnace 1-gen-2021 Dettori, S.; Matino, I.; Colla, V.; Speets, R.
Integration of renewable hydrogen production in steelworks off-gases for the synthesis of methanol and methane 1-gen-2021 Bampaou, M.; Panopoulos, K.; Seferlis, P.; Voutetakis, S.; Matino, I.; Petrucciani, A.; Zaccara, A.; Colla, V.; Dettori, S.; Annunziata Branca, T.; Iannino, V.
Hydrogen role in the valorization of integrated steelworks process off-gases through methane and methanol syntheses 1-gen-2021 Matino, I.; Dettori, S.; Zaccara, A.; Petrucciani, A.; Iannino, V.; Colla, V.; Bampaou, M.; Panopoulos, K.; Rechberger, K.; Kolb, S.; Hauser, A.; Wolf-Zollner, P.; Haag, S.; Kieberger, N.; Rompalski, P.
Valorizing Steelworks Gases by Coupling Novel Methane and Methanol Synthesis Reactors with an Economic Hybrid Model Predictive Controller 1-gen-2022 Hauser, A.; Wolf-Zoellner, P.; Haag, S.; Dettori, S.; Tang, X.; Mighani, M.; Matino, I.; Mocci, C.; Colla, V.; Kolb, S.; Bampaou, M.; Panopoulos, K.; Kieberger, N.; Rechberger, K.; Karl, J.
Optimizing methane and methanol production from integrated steelworks process off-gases through economic hybrid model predictive control 1-gen-2022 Dettori, S.; Matino, I.; Iannino, V.; Colla, V.; Hauser, A.; Wolf-Zollner, P.; Haag, S.
From controlling single processes to the complex automation of process chains by artificially intelligent control systems: the ControlInSteel project 1-gen-2022 Neuer, M. J.; Loos, M.; Marchiori, F.; Colla, V.; Dettori, S.; Ordieres, J.; Wolff, A.
Optimizing integrated steelworks process off-gas distribution through Economic Hybrid Model Predictive Control and Echo State Networks 1-gen-2022 Dettori, S.; Matino, I.; Colla, V.; Wolff, A.; Neuer, M.; Baric, V.; Schroeder, D.; Utkin, V.; Schaub, F.
Economic Evaluation of Renewable Hydrogen Integration into Steelworks for the Production of Methanol and Methane 1-gen-2022 Bampaou, M.; Panopoulos, K.; Seferlis, P.; Sasiain, A.; Haag, S.; Wolf-zoellner, P.; Lehner, M.; Rog, L.; Rompalski, P.; Kolb, S.; Kieberger, N.; Dettori, S.; Matino, I.; Colla, V.
Hydrogen intensified synthesis processes to valorise process off-gases in integrated steelworks 1-gen-2023 Matino, I.; Dettori, S.; Conde, A. S.; Colla, V.; Petrucciani, A.; Zaccara, A.; Iannino, V.; Mocci, C.; Hauser, A.; Kolb, S.; Karl, J.; Wolf-Zoellner, P.; Haag, S.; Bampaou, M.; Panopoulos, K.; Heracleous, E.; Kieberger, N.; Rechberger, K.; Rog, L.; Rompalski, P.
A Decision Support System for off-gas and steam optimal management in integrated steelworks 1-gen-2023 Dettori, S.; Matino, I.; Matino, R.; Castellano, A.; Colla, V.; Vannini, L.; Wolff, A.; Schroeder, D.; Baric, V.
Comparison between Thermodynamic Model and Neural Network Model Approach In corso di stampa Dettori, Stefano; Colla, Valentina; Salerno, G.; Signorini, A.
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