Forecasting blast furnace gas production and demand through echo state neural network-based models: Pave the way to off-gas optimized management
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DOI: 10.1016/j.apenergy.2019.113578
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Cited by:
- Wen, Shizhao & Wang, Hongzeng & Qian, Jinhua & Men, Xuanyu, 2023. "A novel combined model based on echo state network optimized by whale optimization algorithm for blast furnace gas prediction," Energy, Elsevier, vol. 279(C).
- Michael Bampaou & Kyriakos Panopoulos & Panos Seferlis & Amaia Sasiain & Stephane Haag & Philipp Wolf-Zoellner & Markus Lehner & Leokadia Rog & Przemyslaw Rompalski & Sebastian Kolb & Nina Kieberger &, 2022. "Economic Evaluation of Renewable Hydrogen Integration into Steelworks for the Production of Methanol and Methane," Energies, MDPI, vol. 15(13), pages 1-26, June.
- Sun, Wenqiang & Wang, Zihao & Wang, Qiang, 2020. "Hybrid event-, mechanism- and data-driven prediction of blast furnace gas generation," Energy, Elsevier, vol. 199(C).
- Michael Bampaou & Kyriakos Panopoulos & Panos Seferlis & Spyridon Voutetakis & Ismael Matino & Alice Petrucciani & Antonella Zaccara & Valentina Colla & Stefano Dettori & Teresa Annunziata Branca & Vi, 2021. "Integration of Renewable Hydrogen Production in Steelworks Off-Gases for the Synthesis of Methanol and Methane," Energies, MDPI, vol. 14(10), pages 1-24, May.
- Teresa Annunziata Branca & Barbara Fornai & Valentina Colla & Maria Ilaria Pistelli & Eros Luciano Faraci & Filippo Cirilli & Antonius Johannes Schröder, 2022. "Skills Demand in Energy Intensive Industries Targeting Industrial Symbiosis and Energy Efficiency," Sustainability, MDPI, vol. 14(23), pages 1-20, November.
- Wu, Liyun & Chen, Sujun & Yu, Yuebo & Zhang, Liu & Chen, Delei & Tang, Zhixin & Zheng, Zhong & Zhang, Ke, 2025. "Control method and system for seawater desalination hydropower symbiosis in coastal steel enterprises," Applied Energy, Elsevier, vol. 378(PA).
- Teresa Annunziata Branca & Barbara Fornai & Valentina Colla & Maria Ilaria Pistelli & Eros Luciano Faraci & Filippo Cirilli & Antonius Johannes Schröder, 2021. "Industrial Symbiosis and Energy Efficiency in European Process Industries: A Review," Sustainability, MDPI, vol. 13(16), pages 1-37, August.
- Sun, Wenqiang & Wang, Qiang & Zhou, Yue & Wu, Jianzhong, 2020. "Material and energy flows of the iron and steel industry: Status quo, challenges and perspectives," Applied Energy, Elsevier, vol. 268(C).
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Keywords
Blast furnace; Hot blast stoves; Gas production forecasting; Gas demand forecasting; Off-gas management; Echo state neural network;All these keywords.
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