Toward super-clean bearing steel by a novel physical-data integrated design strategy

Toward super-clean bearing steel by a novel physical-data integrated design strategy

The cleanliness of fabricated ingots is crucial for the quality and properties of bearing steel. To address this issue, a physical-data integrated design strategy was developed to optimize vacuum arc remelting (VAR) parameters, combining numerical simulation, machine learning (ML), and experimental...

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Bibliographic Details
Main Authors: Jian Guan, Guolei Liu, Wenguang Hu, Hongwei Liu, Paixian Fu, Yanfei Cao, Dong-Rong Liu, Dianzhong Li
Format: Article
Language:English
Published: Elsevier 2025-02-01
Series:Materials & Design
Subjects:
Vacuum arc remelting (VAR)
Inclusions
Multi-phase model
Genetic algorithm (GA)
Physical-data integrated design strategy
Online Access:http://www.sciencedirect.com/science/article/pii/S0264127525000498
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