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Performance Evaluation of Modified Kinetics, Deep Neural Network, and Adaptive Neuro-fuzzy Inference System (ANFIS) for Predicting Aluminide Layer Thickness on Deep-Rolled AISI 304 Stainless Steel 改进动力学、深度神经网络和自适应神经模糊推理系统(ANFIS)预测深轧AISI 304不锈钢铝化物层厚度的性能评价
2区 材料科学 Q1 Materials Science Pub Date : 2023-10-10 DOI: 10.1007/s11663-023-02932-z
Laksamee Angkurarach, Patiphan Juijerm
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引用次数: 0
Interactions of Crucible Materials With an FeOx–SiO2–Al2O3 Melt and Their Influence on Viscosity Measurements 坩埚材料与FeOx-SiO2-Al2O3熔体的相互作用及其对粘度测量的影响
2区 材料科学 Q1 Materials Science Pub Date : 2023-10-06 DOI: 10.1007/s11663-023-02930-1
Jenny Isaksson, Anton Andersson, Andreas Lennartsson, Caisa Samuelsson
Abstract Viscosity is a critical parameter during metal extraction, influencing the settling of valuable droplets, slag handling, and mass transfer. The viscosity of oxide melts can be measured with high-temperature rheometers. During such measurements, interactions between the crucible and the oxide system can change the chemical composition, melt structure, and thus the viscosity. For increased reliability of viscosity measurements, the influence of crucible and spindle materials on viscosity must be studied. In this study, the viscosity of a synthetic FeO x –SiO 2 –Al 2 O 3 melt was measured using the rotating spindle technique and three different crucible and spindle materials (Mo, Fe, and Ni) to determine the interactions with the melt and the influence on viscosity. The interaction was evaluated by comparing the post-experimental chemical analyses, the Fe/Fe 2+ /Fe 3+ content, visual observations, and using scanning electron microscopy–energy dispersive spectroscopy (SEM–EDS). The results showed that all the crucibles partially dissolved into the melt, affecting the melt structure, composition, and, thus, the viscosities. The viscosity data obtained using the Mo setup interacted the least with the melt, was the most stable, and with the best reproducibility. Graphical Abstract
摘要粘度是金属萃取过程中的一个重要参数,影响金属萃取液中有价液滴的沉降、渣的处理和传质。氧化物熔体的粘度可用高温流变仪测量。在这种测量过程中,坩埚和氧化物系统之间的相互作用可以改变化学成分、熔体结构,从而改变粘度。为了提高粘度测量的可靠性,必须研究坩埚和主轴材料对粘度的影响。在这项研究中,使用旋转主轴技术和三种不同的坩埚和主轴材料(Mo, Fe和Ni)测量了合成FeO x - sio2 -Al 2o3熔体的粘度,以确定与熔体的相互作用以及对粘度的影响。通过对比实验后化学分析、Fe/ fe2 + / fe3 +含量、目视观察和扫描电子显微镜-能谱分析(SEM-EDS)来评估相互作用。结果表明,坩埚部分溶解在熔体中,影响了熔体的结构、成分,从而影响了熔体的粘度。使用Mo装置获得的粘度数据与熔体的相互作用最小,最稳定,重现性最好。图形抽象
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引用次数: 0
Real-Time Thermal Tracking Model With Consideration of Dynamic Thermophysical Properties Loading in the Process of Steel Continuous Casting 考虑钢连铸过程动态热物性加载的实时热跟踪模型
2区 材料科学 Q1 Materials Science Pub Date : 2023-10-04 DOI: 10.1007/s11663-023-02895-1
Xing Xia, Cheng Ji, Miaoyong Zhu
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引用次数: 0
Sulfide Capacity Model for Multicomponent Molten Slag Based on Artificial Neural Network 基于人工神经网络的多组分熔渣硫化物容量模型
2区 材料科学 Q1 Materials Science Pub Date : 2023-10-04 DOI: 10.1007/s11663-023-02912-3
Hao Xie, Jiawei Ling, Jia Guo, Xin Wang, Zhengde Pang, Zhiming Yan, Xuewei Lv
{"title":"Sulfide Capacity Model for Multicomponent Molten Slag Based on Artificial Neural Network","authors":"Hao Xie, Jiawei Ling, Jia Guo, Xin Wang, Zhengde Pang, Zhiming Yan, Xuewei Lv","doi":"10.1007/s11663-023-02912-3","DOIUrl":"https://doi.org/10.1007/s11663-023-02912-3","url":null,"abstract":"","PeriodicalId":51126,"journal":{"name":"Metallurgical and Materials Transactions B-Process Metallurgy and Materials Processing Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135548787","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Determination of Time-Spatial Varying Mold Heat Flux During Continuous Casting from Fast Response Thermocouples 快速响应热电偶连续铸造时-空间变化结晶器热通量的测定
2区 材料科学 Q1 Materials Science Pub Date : 2023-10-02 DOI: 10.1007/s11663-023-02925-y
Haihui Zhang, Pengcheng Xiao
{"title":"Determination of Time-Spatial Varying Mold Heat Flux During Continuous Casting from Fast Response Thermocouples","authors":"Haihui Zhang, Pengcheng Xiao","doi":"10.1007/s11663-023-02925-y","DOIUrl":"https://doi.org/10.1007/s11663-023-02925-y","url":null,"abstract":"","PeriodicalId":51126,"journal":{"name":"Metallurgical and Materials Transactions B-Process Metallurgy and Materials Processing Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135898036","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Thermodynamic Assessment of Phosphorus Removal From Si-Fe Levitated Droplets 硅铁悬浮液滴除磷的热力学评价
2区 材料科学 Q1 Materials Science Pub Date : 2023-10-02 DOI: 10.1007/s11663-023-02915-0
Peng Yan, Guifang Zhang, Bing Yi, Alexander McLean
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引用次数: 0
Asymmetric Flow Behavior of Molten Steel in Thin Slab Continuous Casting Mold 薄板坯连铸结晶器内钢液的不对称流动行为
2区 材料科学 Q1 Materials Science Pub Date : 2023-10-02 DOI: 10.1007/s11663-023-02931-0
Tongjun Wang, Kun Li, Shanhong Li, Linjie Wang, Jie Yang, Lianghua Feng
{"title":"Asymmetric Flow Behavior of Molten Steel in Thin Slab Continuous Casting Mold","authors":"Tongjun Wang, Kun Li, Shanhong Li, Linjie Wang, Jie Yang, Lianghua Feng","doi":"10.1007/s11663-023-02931-0","DOIUrl":"https://doi.org/10.1007/s11663-023-02931-0","url":null,"abstract":"","PeriodicalId":51126,"journal":{"name":"Metallurgical and Materials Transactions B-Process Metallurgy and Materials Processing Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135828423","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Formation Mechanism of Different Morphologies Inclusions in Tellurium-Containing Medium-Carbon-Microalloyed Steel 含碲中碳微合金钢中不同形态夹杂物的形成机理
2区 材料科学 Q1 Materials Science Pub Date : 2023-10-02 DOI: 10.1007/s11663-023-02917-y
Qianren Tian, Zifei Wang, Xiaoyu Zhang, Nianfu Liu, Xiangyu Xu, Jianxun Fu
{"title":"Formation Mechanism of Different Morphologies Inclusions in Tellurium-Containing Medium-Carbon-Microalloyed Steel","authors":"Qianren Tian, Zifei Wang, Xiaoyu Zhang, Nianfu Liu, Xiangyu Xu, Jianxun Fu","doi":"10.1007/s11663-023-02917-y","DOIUrl":"https://doi.org/10.1007/s11663-023-02917-y","url":null,"abstract":"","PeriodicalId":51126,"journal":{"name":"Metallurgical and Materials Transactions B-Process Metallurgy and Materials Processing Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135829598","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of Cooling Rate on δ-Ferrite Formation and Sigma Precipitation Behavior of 254SMO Super-Austenitic Stainless Steel During Solidification 冷却速率对254SMO超奥氏体不锈钢凝固过程中δ-铁素体形成和Sigma析出行为的影响
2区 材料科学 Q1 Materials Science Pub Date : 2023-10-02 DOI: 10.1007/s11663-023-02927-w
Yunong Li, Dening Zou, Miaomiao Li, Libo Tong, Yingbo Zhang, Wei Zhang
{"title":"Effect of Cooling Rate on δ-Ferrite Formation and Sigma Precipitation Behavior of 254SMO Super-Austenitic Stainless Steel During Solidification","authors":"Yunong Li, Dening Zou, Miaomiao Li, Libo Tong, Yingbo Zhang, Wei Zhang","doi":"10.1007/s11663-023-02927-w","DOIUrl":"https://doi.org/10.1007/s11663-023-02927-w","url":null,"abstract":"","PeriodicalId":51126,"journal":{"name":"Metallurgical and Materials Transactions B-Process Metallurgy and Materials Processing Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135828221","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Hydrogen-Aided Microstructural Engineering of Additively Manufactured Ti–6Al–4V 增材制造Ti-6Al-4V的氢辅助显微组织工程
2区 材料科学 Q1 Materials Science Pub Date : 2023-09-29 DOI: 10.1007/s11663-023-02924-z
Lara Draelos-Hagerty, James D. Paramore, Brady G. Butler, Peeyush Nandwana, Ankit Srivastava
{"title":"Hydrogen-Aided Microstructural Engineering of Additively Manufactured Ti–6Al–4V","authors":"Lara Draelos-Hagerty, James D. Paramore, Brady G. Butler, Peeyush Nandwana, Ankit Srivastava","doi":"10.1007/s11663-023-02924-z","DOIUrl":"https://doi.org/10.1007/s11663-023-02924-z","url":null,"abstract":"","PeriodicalId":51126,"journal":{"name":"Metallurgical and Materials Transactions B-Process Metallurgy and Materials Processing Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135193817","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Metallurgical and Materials Transactions B-Process Metallurgy and Materials Processing Science
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