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Ironmaking & Steelmaking
Processes, Products and Applications
Volume 32, 2005 - Issue 5
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Articles

Steel annealing furnace robust neural network model

Pages 418-426 | Published online: 18 Jul 2013

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A. González-Marcos, J. Ordieres-Meré, F. Alba-Elías, F. J. Martínez-de-Pisón & M. Castejón-Limas. (2014) Advanced predictive system using artificial intelligence for cleaning of steel coils. Ironmaking & Steelmaking 41:4, pages 262-269.
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A. Sanz-García, J. Fernández-Ceniceros, R. Fernández-Martínez & F. J. Martínez-de-Pisón. (2014) Methodology based on genetic optimisation to develop overall parsimony models for predicting temperature settings on annealing furnace. Ironmaking & Steelmaking 41:2, pages 87-98.
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A. Sanz-Garcia, F. Antoñanzas-Torres, J. Fernández-Ceniceros & F. J. Martínez-de-Pisón. (2014) Overall models based on ensemble methods for predicting continuous annealing furnace temperature settings. Ironmaking & Steelmaking 41:1, pages 51-60.
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A. González Marcos, A.V. Pernía Espinoza, F. Alba Elías & A. García Forcada. (2007) A neural network-based approach for optimising rubber extrusion lines. International Journal of Computer Integrated Manufacturing 20:8, pages 828-837.
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F. J. Martínez-de-Pisón, F. Alba-Elías, M. Castejón-Limas & J. A. González-Rodríguez. (2006) Improvement and optimisation of hot dip galvanising line using neural networks and genetic algorithms. Ironmaking & Steelmaking 33:4, pages 344-352.
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Articles from other publishers (14)

Jia-wei Guo, Dong-ping Zhan, Guo-cai Xu, Nai-hui Yang, Bo Wang, Ming-xin Wang & Geng-wei You. (2023) An online BOF terminal temperature control model based on big data learning. Journal of Iron and Steel Research International.
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Angel García-Martino & María Manuela Prieto. (2020) Practical thermal model for a radiant tubes annealing furnace. Metallurgical Research & Technology 117:1, pages 109.
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S. Zareba, A. Wolff & M. Jelali. (2016) Mathematical modelling and parameter identification of a stainless steel annealing furnace. Simulation Modelling Practice and Theory 60, pages 15-39.
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A. Sanz-Garcia, J. Fernandez-Ceniceros, F. Antonanzas-Torres, A.V. Pernia-Espinoza & F.J. Martinez-de-Pison. (2015) GA-PARSIMONY: A GA-SVR approach with feature selection and parameter optimization to obtain parsimonious solutions for predicting temperature settings in a continuous annealing furnace. Applied Soft Computing 35, pages 13-28.
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Andrés Sanz-García, Julio Fernández-Ceniceros, Fernando Antoñanzas-Torres & F. Javier Martínez-de-Pisón-Ascacibar. 2014. International Joint Conference SOCO’13-CISIS’13-ICEUTE’13. International Joint Conference SOCO’13-CISIS’13-ICEUTE’13 1 10 .
Joaquín Ordieres-Meré, Ana González-Marcos, Fernando Alba-Elías & César Menéndez-Fernández. (2012) Advanced predictive quality control strategy involving different facilities. The International Journal of Advanced Manufacturing Technology 67:5-8, pages 1245-1256.
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Francisco Javier Martínez-de-Pisón, Andrés Sanz, Eduardo Martínez-de-Pisón, Emilio Jiménez & Dante Conti. (2012) Mining association rules from time series to explain failures in a hot-dip galvanizing steel line. Computers & Industrial Engineering 63:1, pages 22-36.
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A. Debón & J. Carlos Garcia-Díaz. (2012) Fault diagnosis and comparing risk for the steel coil manufacturing process using statistical models for binary data. Reliability Engineering & System Safety 100, pages 102-114.
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N. Depree, M. P. Taylor, J. J. J. Chen, J. Sneyd, S. Taylor & S. Wang. (2011) Development of a Three-Dimensional Heat Transfer Model for Continuous Annealing of Steel Strip. Industrial & Engineering Chemistry Research 51:4, pages 1790-1795.
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Min Han & Yao Zhao. (2011) Dynamic control model of BOF steelmaking process based on ANFIS and robust relevance vector machine. Expert Systems with Applications 38:12, pages 14786-14798.
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N. Depree, J. Sneyd, S. Taylor, M.P. Taylor, J.J.J. Chen, S. Wang & M. O’Connor. (2010) Development and validation of models for annealing furnace control from heat transfer fundamentals. Computers & Chemical Engineering 34:11, pages 1849-1853.
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J. Ordieres-Meré, F. J. Martínez-de-Pisón-Ascacibar, A. González-Marcos & I. Ortiz-Marcos. (2008) Comparison of models created for the prediction of the mechanical properties of galvanized steel coils. Journal of Intelligent Manufacturing 21:4, pages 403-421.
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Joaquín Ordieres-Meré, Manuel Castejón-Limas & Ana González-Marcos. 2009. Encyclopedia of Data Warehousing and Mining, Second Edition. Encyclopedia of Data Warehousing and Mining, Second Edition 400 405 .
E. Salazar-Ruiz, J.B. Ordieres, E.P. Vergara & S.F. Capuz-Rizo. (2008) Development and comparative analysis of tropospheric ozone prediction models using linear and artificial intelligence-based models in Mexicali, Baja California (Mexico) and Calexico, California (US). Environmental Modelling & Software 23:8, pages 1056-1069.
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