SUDHANSHU KUTHE, ROMAN RO ¨ SSLER
Calcium (Ca) additions during secondary steelmaking are a well-adopted practice to transform solid oxide non-metallic inclusions (NMIs) into globular-shaped liquid oxides. This study explores the impact of varying Ca additions on NMIs in low-alloyed Ca-treated steel grades with the aim of establishing a more responsive approach to Ca treatment. The methodology involved online monitoring of NMIs state coupled with controlled variations in Ca addition, observing its effects on NMIs state transformations. Results show that optimal CaSi wire additions significantly improve steel castability and reduce submerged entry nozzle (SEN) clogging tendencies by 30 pct. The implications of the data-driven optimizer ‘ClogCalc’ highlight its potential benefits for steel manufacturers, offering new insights into enhancing Ca treatment efficiency.
@article{346278be-9934-4291-9352-6e13d2ce5569,
title={Practical Implications of Using an Online Data-Driven Optimizer for Calcium-Treated Steels},
author={SUDHANSHU KUTHE and ROMAN RO ¨ SSLER},
year={2024},
language={en}
}TY - JOUR TI - Practical Implications of Using an Online Data-Driven Optimizer for Calcium-Treated Steels AU - SUDHANSHU KUTHE AU - ROMAN RO ¨ SSLER PY - 2024 LA - en ER -
Unknown, Unknown
This chapter discusses metal casting processes, highlighting the diversity and common characteristics among them. The objective is to elucidate the fu
Rajesh Jha, Bimal Kumar Jha
This book describes the application of artificial intelligence (AI) and machine learning (ML) concepts to develop predictive models that can be used t
Siddhartha Mukherjee
This book provides a comprehensive overview of the critical aspects of industrial process engineering and plant design, addressing the complexities an
Unknown, Unknown
This study focuses on the fundamental characteristics of solid iron, which is predominantly composed of iron atoms and provides a basis for understand