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Ironmaking & Steelmaking
Processes, Products and Applications
Volume 47, 2020 - Issue 7
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Research Articles

Case-based reasoning method based on mechanistic model correction for predicting endpoint sulphur content of molten iron in KR desulphurization

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Pages 799-806 | Received 24 Jan 2019, Accepted 30 Apr 2019, Published online: 06 Jun 2019

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Tero Vuolio, Ville–Valtteri Visuri, Aki Sorsa, Timo Paananen, Sakari Tuomikoski & Timo Fabritius. (2023) Machine learning assisted identification of grey-box hot metal desulfurization model. Materials and Manufacturing Processes 38:15, pages 1983-1996.
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Wei Chen, Yanyu Zhao, Xinyu Cai, Shusen Cheng & Lifeng Zhang. (2022) Water modelling on particle dispersion during KR desulphurization process. Ironmaking & Steelmaking 49:7, pages 707-715.
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Runhao Zhang, Jian Yang, Han Sun & Wenkui Yang. (2024) Prediction of lime utilization ratio of dephosphorization in BOF steelmaking based on online sequential extreme learning machine with forgetting mechanism. International Journal of Minerals, Metallurgy and Materials 31:3, pages 508-517.
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Runhao Zhang & Jian Yang. (2023) State of the art in applications of machine learning in steelmaking process modeling. International Journal of Minerals, Metallurgy and Materials 30:11, pages 2055-2075.
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Lingzhi Yang, Bo Li, Yufeng Guo, Shuai Wang, Botao Xue & Shaoyan Hu. (2022) Influence Factor Analysis and Prediction Model of End-Point Carbon Content Based on Artificial Neural Network in Electric Arc Furnace Steelmaking Process. Coatings 12:10, pages 1508.
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Miao Wang, Chuang Gao, Xingang Ai, Baopeng Zhai & Shengli Li. (2022) Hybrid End-Point Static Control Model for 80 Tons BOF Steelmaking. Transactions of the Indian Institute of Metals 75:9, pages 2281-2288.
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Ruibin Wang, Itishree Mohanty, Amiy Srivastava, Tapas Kumar Roy, Prakash Gupta & Kinnor Chattopadhyay. (2022) Hybrid Method for Endpoint Prediction in a Basic Oxygen Furnace. Metals 12:5, pages 801.
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