Temperature Prediction in Blast Furnaces: A Machine Learning Comparative Study-Reference-Cited by-同舟云学术

Temperature Prediction in Blast Furnaces: A Machine Learning Comparative Study

Published:2022-10-24 Issue: Volume: Page:
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Container-title:2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)
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Author:

Navarro Leticia C.¹,Amorim Lucas L.¹,Berriel Rodrigo¹,Paixao Thiago M.²,Rampinelli Vinicius²,Wasem Luiz A.³,Quaresma Lucas³,Badue Claudine¹,De Souza Alberto F¹,Oliveira-Santos Thiago¹

Affiliation:

1. Universidade Federal do Espírito Santo (UFES)

2. Instituto Federal do Espírito Santo (IFES)

3. ArcelorMittal Tubarão

Funder

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9991741/9991742/09991787.pdf?arnumber=9991787

Reference20 articles.

1. VARMAX-modelling of blast furnace process variables

2. Modeling, prediction and control of blast furnace operation from observed data by multivariate time series.(retroactive coverage);pandit;Ironmaking Proceedings,1975

3. Modeling of the Thermal State Change of Blast Furnace Hearth With Support Vector Machines

4. Ann based prediction of blast furnace parameters;bag;Journal–The Institution of Engineers,2007

5. Algorithms for hyper-parameter optimization;bergstra;Advances in neural information processing systems,2011

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1. Prediction of hot metal temperature in a blast furnace iron making process using multivariate data analysis and machine learning methodology;Metallurgical Research & Technology;2023