Predicting Endpoint Temperature of Molten Steel in VD Furnace Refining Process Using Metallurgical Mechanism and Bayesian Optimization XGBoost

Predicting Endpoint Temperature of Molten Steel in VD Furnace Refining Process Using Metallurgical Mechanism and Bayesian Optimization XGBoost

Objective The vacuum degassing (VD) furnace is an essential piece of equipment for producing high-quality steel. Unlike other furnaces, the VD furnace lacks a heating function, leading to a significant drop in the temperature of molten steel during the refining process. If the refining endpoint temp...

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Bibliographic Details
Main Authors: Ji XU, Zicheng XIN, Mo LAN, Wenhui LIN, Bo ZHANG, Qing LIU
Format: Article
Language:English
Published: Editorial Department of Journal of Sichuan University (Engineering Science Edition) 2024-11-01
Series:工程科学与技术
Subjects:
VD furnace refining
steel temperature prediction
mechanism analysis
MM–BO–XGBoost model
Online Access:http://jsuese.scu.edu.cn/thesisDetails#10.12454/j.jsuese.202400014
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