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NOx Prediction of Supersonic Coherent Jets for Electric Arc Steelmaking Furnace 电弧炼钢炉超音速相干射流的氮氧化物预测
Pub Date : 2024-06-28 DOI: 10.1007/s11663-024-03129-8
Gopal Pandey, Geoffrey Brooks, Jamal Naser, Daniel Liang

Supersonic coherent jets are widely in practice in steelmaking processes including electric arc furnaces (EAF). Injecting oxygen through such coherent jets plays a vital role in enhancing the liquid gas mixing and reaction rates leading to boosting energy efficiency. Several experiments and numerical simulations have been carried out to understand the physical phenomenon of the coherent jets and to predict the behavior of the jets. However, the research on pollutant formation in the coherent jets for steelmaking is limited. As the industry transitions toward reducing emissions, prediction of pollutant formation is crucial. This numerical study analyzes both methane shrouding coherent jets and hydrogen shrouding coherent jets and predicts the NOx (oxides of nitrogen) formation. It has been found that NO concentration dominates over N2O and NO2 and has the highest concentration around the jet. Although the NO concentration reaches as high as 1070 ppm at high-temperature region around the jet, it remains below 225 ppm along the fuel inlet axis. Also, it has found that the NOx concentrations increase along the radial direction up to (1.5{text{De}}) from the jet central line and gradually decreases, whereas the NO concentration peaks at (15{text{D}}_{{text{e}}}) along the jet axis in the downstream direction.

超音速相干射流广泛应用于包括电弧炉(EAF)在内的炼钢工艺中。通过这种相干射流喷射氧气对提高液气混合和反应速率从而提高能效起着至关重要的作用。为了了解相干射流的物理现象并预测射流的行为,已经进行了多次实验和数值模拟。然而,对炼钢相干射流中污染物形成的研究还很有限。随着行业向减排方向转型,预测污染物的形成至关重要。本数值研究分析了甲烷包裹相干射流和氢气包裹相干射流,并预测了氮氧化物(氮氧化物)的形成。研究发现,氮氧化物的浓度高于一氧化二氮和二氧化氮,并且在喷流周围的浓度最高。虽然在喷流周围的高温区域,氮氧化物浓度高达 1070 ppm,但沿着燃料入口轴线,其浓度仍低于 225 ppm。此外,研究还发现,氮氧化物的浓度沿径向增加,从喷气中心线一直到 (1.5{text{De}}),然后逐渐降低,而氮氧化物的浓度在沿喷气轴线下游方向的 (15{text{D}}_{{text{e}}})处达到峰值。
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引用次数: 0
Towards Integration of Ni-Slag Cleaning Process and Lithium-Ion Battery Recycling for an Efficient Recovery of Valuable Metals 整合镍渣清洗工艺和锂离子电池回收工艺,高效回收贵重金属
Pub Date : 2024-06-28 DOI: 10.1007/s11663-024-03185-0
Anna Klemettinen, Lassi Klemettinen, Tommi Rinne, Hugh O’Brien, Ari Jokilaakso, Rodrigo Serna-Guerrero

Spent lithium-ion batteries (SBs) are important sources of valuable and critical raw materials. An integration of battery recycling with well-established primary processes for metals production has many advantages. In this work, the recycling of two battery scrap fractions obtained from mechanical pretreatment was integrated with a Ni-slag cleaning process at laboratory scale. Graphite from SBs acted as the main reductant, and the reduction behavior of major and trace elements was investigated as a function of time at 1350 °C. Major CO and CO2 concentrations, as well as minor amounts of SO2, NO2, CH4, and C2H4, were detected in the off-gas line. The evolution of gases took place within the first minutes of the experiments, which indicated that metal oxide reduction reactions as well as decomposition of the organic binders both happened very rapidly. This result is in line with the analytical results obtained for the slag phase, where the most significant metal oxide reduction was observed to take place within the first 5 to 10 minutes of the experiments. The distribution coefficient values for Co and Ni between metal alloy and slag as well as between matte and slag showed no significant differences when battery scrap fractions with different compositions were used. The addition of Ni-concentrate in the starting mixture resulted in increasing recoveries of Ni and Co, as well as improved settling of the matte phase.

废旧锂离子电池(SB)是宝贵和关键原材料的重要来源。将电池回收与成熟的金属生产初级工艺相结合具有很多优势。在这项工作中,通过机械预处理获得的两种电池废料的回收利用与实验室规模的镍渣清洗工艺进行了整合。来自 SB 的石墨作为主要还原剂,在 1350 °C 温度下研究了主要元素和痕量元素的还原行为与时间的函数关系。在废气管线中检测到了主要的 CO 和 CO2 浓度,以及少量的 SO2、NO2、CH4 和 C2H4。气体的演变发生在实验的最初几分钟内,这表明金属氧化物的还原反应和有机粘合剂的分解都发生得非常快。这一结果与炉渣阶段的分析结果一致,在炉渣阶段,最显著的金属氧化物还原反应发生在实验的最初 5 到 10 分钟内。在使用不同成分的电池废料时,金属合金和熔渣之间以及无光泽和熔渣之间的 Co 和 Ni 分布系数值没有明显差异。在起始混合物中加入镍浓缩物可提高镍和钴的回收率,并改善锍相的沉降。
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引用次数: 0
Segregation Behavior, Microstructure Evolution and Mechanical Properties of Thixotropic Extruded CuSn10P1 Alloy 触变挤压 CuSn10P1 合金的偏析行为、微结构演变和力学性能
Pub Date : 2024-06-28 DOI: 10.1007/s11663-024-03178-z
Hao Chen, Zheng Sun, Yang Tao, Zhiqiang Yang, Qingbiao Zhang, Han Xiao

The copper alloy components are produced using the process of thixotropic extrusion and subsequently subjected to annealing at temperatures ranging from 500 °C to 600 °C for 2 hours. The liquids islands exist inside the solid phases, and the primary phases consist of α-Cu, Cu41Sn11, and Cu3P phases of thixotropic extruded copper alloy. The average grain size initially declines and subsequently increases as the annealing temperature rises. The segregation is improved, and the average grain size is fined of thixotropic extruded copper alloy by annealing at 550 °C for 2h. The impact of texture on mechanical properties can be ignored due to negligible preferred orientation is formed following annealing. The tensile strength and elongation of thixotropic extruded copper alloy are improved after annealing at 550 °C for 2h, resulting in the highest values of 449.8 MPa and 19 pct, respectively.

铜合金部件采用触变挤压工艺生产,然后在 500 °C 至 600 °C 的温度下退火 2 小时。固相中存在液岛,触变挤压铜合金的主相包括 α-Cu、Cu41Sn11 和 Cu3P 相。随着退火温度的升高,平均晶粒尺寸开始减小,随后增大。各向同性挤压铜合金在 550 ℃ 退火 2 小时后,偏析情况得到改善,平均晶粒尺寸变细。由于退火后形成的优先取向可以忽略不计,因此可以忽略纹理对机械性能的影响。在 550 ℃ 退火 2 小时后,触变挤压铜合金的拉伸强度和伸长率均得到改善,最高值分别为 449.8 MPa 和 19 pct。
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引用次数: 0
Effect of TiO2 Addition in Ladle Slag on Evolution of Nonmetallic Inclusions in Ti-Bearing Al-Killed Steel 钢包渣中添加 TiO2 对含钛铝烧结钢中非金属夹杂物演变的影响
Pub Date : 2024-06-27 DOI: 10.1007/s11663-024-03181-4
Guangyu Hao, Zhiyin Deng, Xiaofeng Liu, Miaoyong Zhu

To investigate the effect of TiO2 in refining slag on the nonmetallic inclusions in Ti-bearing Al-killed steel, industrial studies are conducted with and without TiO2 addition in refining slags. It is found that a suitable addition of TiO2 (around 5 pct) can improve the fluidity of the slag. When using TiO2-containing slag, the Ti content in steel increases to 72 ppm after LF refining due to [Ti]-[O] equilibrium, and the yield of Ti-Fe alloy also climbs from 86.5 to 96.3 pct in RH refining even with a lower addition amount. The inclusions generally transform from Al2O3 into solid MgO-Al2O3 and even liquid CaO-Al2O3 inclusions. Although a small amount of TiOx is generated in inclusions at the middle stage of LF refining due to the effect of TiO2-containing slag, solid MgO-Al2O3 inclusions are still the dominant inclusions in steel after RH refining. Therefore, the suitable addition of TiO2 does not evidently influence the evolution of inclusions. As a result, it can hardly weaken the removal efficiency of inclusions, while the cleanliness of steel is in fact improved. Lower total oxygen and nitrogen contents are obtained, and the number density of inclusions decreases from 31.7 mm−2 to 25.0 mm−2.

为了研究精炼渣中的二氧化钛对含钛铝淬火钢中非金属夹杂物的影响,对精炼渣中添加和不添加二氧化钛的情况进行了工业研究。研究发现,适当添加 TiO2(约 5%)可提高炉渣的流动性。使用含 TiO2 的炉渣时,由于[Ti]-[O]平衡,低频精炼后钢中的 Ti 含量增加到 72 ppm,即使添加量较低,Ti-Fe 合金的收得率也从 86.5 pct 上升到 96.3 pct。夹杂物一般从 Al2O3 转变为固态 MgO-Al2O3 甚至液态 CaO-Al2O3 夹杂物。虽然在 LF 精炼的中期阶段,由于含 TiO2 熔渣的影响,夹杂物中会产生少量 TiOx,但在 RH 精炼后,固态 MgO-Al2O3 夹杂物仍是钢中的主要夹杂物。因此,适当添加 TiO2 并不会明显影响夹杂物的演变。因此,它几乎不会削弱夹杂物的去除效率,而实际上钢的洁净度却得到了提高。总氧和氮含量降低,夹杂物的数量密度从 31.7 mm-2 降至 25.0 mm-2。
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引用次数: 0
Influence of Selenium Oxide on Structure and Properties of New Zinc Boroselenite Glasses 氧化硒对新型锌硼硒玻璃结构和性能的影响
Pub Date : 2024-06-26 DOI: 10.1007/s11663-024-03164-5
Aya K. Elhelw, Abdelmeguid K. Hassan, Yosry M. Mostafa, Gomaa M. El-Damrawi

The traditional melt quenching method was used to prepare new zinc boroselenite glasses in the system xSeO2·(50 − x)ZnO·50B2O3 with varying SeO2/ZnO molar ratio. X-ray diffraction patterns (XRD) have revealed an amorphous structure in glasses of up to 40 mol pct SeO2. On the other hand, the presence of sharp diffraction peaks on the XRD spectra of samples containing 40 and 50 mol pct SeO2 confirms a formation of some polycrystalline phases distributed in the host glass network. Based on FTIR and NMR data, the glass structure at a short-range order exhibited a similar value of the fraction of tetrahedral boron (N4), particularly, for both samples of 0 and 5 mol pct SeO2. In this situation, SeO2 is as well as ZnO both played a modifier role. On the other hand, increasing SeO2 on expense of ZnO decreases the N4 fraction gradually. However, in SeO2-rich glass, most of boron atoms are mainly placed in three coordinated sites in BO3 units coordinated with SeO4 groups. Decreasing N4 fraction and increasing crystallization confirmed that SeO2 operates as a glass former and mainly as a crystalline agent. The results based on the TEM of the selected area of electron diffraction patterns (EDP) agree well with the ones obtained by XRD. The diffraction patterns clearly displayed two sets of diffraction rings: one is caused by boroselenite nanocrystals and the other by zinc selenite. In contrast, a broader halo of dispersed structure, known as an amorphous structure, is present in the diffraction pattern obtained from SeO2-free glass.

采用传统的熔体淬火法制备了不同 SeO2/ZnO 摩尔比体系 xSeO2-(50 - x)ZnO-50B2O3 的新型硼硒酸锌玻璃。X 射线衍射图样(XRD)显示,SeO2 的摩尔百分比高达 40 的玻璃具有无定形结构。另一方面,在含有 40 和 50 mol pct SeO2 的样品中,X 射线衍射图谱上出现了尖锐的衍射峰,这证明在玻璃主网络中形成了一些多晶相。根据傅立叶变换红外光谱和核磁共振数据,短程玻璃结构显示出相似的四面体硼(N4)比例值,特别是对于 0 和 5 摩尔 pct 的 SeO2 样品。在这种情况下,二氧化硒和氧化锌都起到了调节作用。另一方面,增加 SeO2 而减少 ZnO 会逐渐降低 N4 分数。然而,在富含 SeO2 的玻璃中,大部分硼原子主要位于与 SeO4 基团配位的 BO3 单元中的三个配位点上。N4 部分的减少和结晶度的增加证实了 SeO2 的作用是玻璃成形剂,而主要是结晶剂。基于 TEM 所选区域的电子衍射图(EDP)得出的结果与 XRD 得出的结果非常吻合。衍射图样清楚地显示了两组衍射环:一组是由硼硒酸盐纳米晶体造成的,另一组是由硒酸锌造成的。相比之下,从不含二氧化硒的玻璃中获得的衍射图样中出现了一个更宽的分散结构光环,即所谓的无定形结构。
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引用次数: 0
Evaluations of the Adsorption Polymerization Mechanisms of MgAl2O4–Ti2O3 Complex Inclusions in Steel 评估钢中 MgAl2O4-Ti2O3 复合夹杂物的吸附聚合机制
Pub Date : 2024-06-25 DOI: 10.1007/s11663-024-03102-5
Yan Wang, Zhanlong Piao, Shuoming Wang, Liguang Zhu, Jinxia Huo

Research on intragranular acicular ferrite inclusions has demonstrated that high-melting-point oxide MgAl2O4 cores and composite inclusions precipitated by Ti2O3 adhesion can be used as effective nucleation particles in oxide metallurgy. However, the microscopic mechanism underlying this adsorption behavior remains unclear. Hence, in this study, the adsorption and polymerization mechanisms of Ti2O3 on the MgAl2O4(100)Mg- and MgAl2O4(111)O3(Mg)-terminal surfaces in steel were studied using first-principles calculations based on density functional theory. The calculation based on the first principles of DFT and performed by the CASTEP code under plane wave basis set. The exchange correlation energy and correlation effects were described by generalized gradient approximation (GGA) using the Perdew–Burke–Ernzerhof (PBE) function. Spin polarization was considered in all calculation. Ultrasoft pseudopotentials (USPP) was employed to describe the electron-ion interactions. The energy cutoff for the plane wave basis was set at 620 eV in the current work. For the Brillouin zone sampling, we carried out 3 × 3 × 3 k-points mesh for MgAl2O4 bulk using the method of Monkhorst-Pack. A vacuum layer of 20.0 Å is added above the top surface of MgAl2O4 to eliminate the interaction of the normal periodic repetition of the surfaces. In all the surface calculations, the use of symmetry in bulk crystal was failed and k-point grids is set to 3 × 3 × 1. The results of this study revealed that when the most stable adsorption positions of Ti2O3 on the surface of MgAl2O4(100)Mg- and MgAl2O4(111)O3(Mg)-terminal are located at TAl and FMg, the adsorption energy is the highest and the most stable. The most stable adsorption configurations are located on vertical and parallel (P1) surfaces. Through comparative analysis, the best surface for Ti2O3 adsorption was found to be the MgAl2O4(111)O3(Mg)-terminal surface, and the adsorption behavior mainly occurred on the first layer of atoms on the surface. The best adsorption configuration was P1, and the best adsorption mode occurred when Ti2O3 formed three rings connected in pairs with the surface and embedded in the surface of the MgAl2O4(111)O3(Mg)-terminal. This study provides insights into the adsorption polymerization mechanisms of MgAl2O4–Ti2O3 complex inclusions in steel that could facilitate the fabrication of novel low-melting-point oxides and sulfides.

对晶粒内针状铁素体包裹体的研究表明,由 Ti2O3 吸附析出的高熔点氧化物 MgAl2O4 内核和复合包裹体可用作氧化物冶金中的有效成核颗粒。然而,这种吸附行为的微观机制仍不清楚。因此,本研究采用基于密度泛函理论的第一性原理计算,研究了钢中 MgAl2O4(100)Mg- 和 MgAl2O4(111)O3(Mg)- 端面上 Ti2O3 的吸附和聚合机制。计算基于 DFT 第一性原理,由 CASTEP 代码在平面波基集下进行。交换相关能和相关效应通过使用 Perdew-Burke-Ernzerhof (PBE) 函数的广义梯度近似(GGA)来描述。所有计算都考虑了自旋极化。超软伪势(USPP)被用来描述电子-离子的相互作用。在目前的工作中,平面波基的能量截止点设定为 620 eV。对于布里渊区取样,我们采用 Monkhorst-Pack 方法对 MgAl2O4 体进行了 3 × 3 × 3 k 点网格划分。在 MgAl2O4 的顶面上方添加了一个 20.0 Å 的真空层,以消除表面法线周期性重复的相互作用。研究结果表明,当 Ti2O3 在 MgAl2O4(100)Mg- 和 MgAl2O4(111)O3(Mg)- 端面最稳定的吸附位置位于 TAl 和 FMg 时,吸附能最高且最稳定。最稳定的吸附构型位于垂直和平行(P1)表面。通过比较分析,发现吸附 Ti2O3 的最佳表面是 MgAl2O4(111)O3(Mg)- 端面,吸附行为主要发生在表面的第一层原子上。最佳吸附构型为 P1,当 Ti2O3 与表面形成成对连接的三个环并嵌入 MgAl2O4(111)O3(Mg) 端面表面时,吸附模式最佳。这项研究深入揭示了钢中 MgAl2O4-Ti2O3 复合物夹杂物的吸附聚合机制,有助于制造新型低熔点氧化物和硫化物。
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引用次数: 0
A Comparison Study on Formation and Stabilities of Chromium Bearing Spinels 含铬尖晶石的形成与稳定性对比研究
Pub Date : 2024-06-24 DOI: 10.1007/s11663-024-03183-2
Shuxuan Luo, Xingyue Ma, Ziwei Chen, Lei Zhang, Wanlin Wang, Yongqi Sun

Chromium, broadly present in metallurgical systems such as stainless steel slags and vanadium-bearing slags, tends to be in a trivalent form bound in spinel phases due to their ultrahigh stability. To explore the stability of chromium bearing spinels with different divalent cations, herein ACr2O4 (A=Mg, Zn, Mn) spinels were synthesized and stability-tested under both alkaline and acidic environments. X-ray diffraction (XRD) and refinement results reveal that MnCr2O4 exhibited the largest lattice parameters. X-ray photoelectron spectroscopy (XPS) results show that MnCr2O4 had the highest oxygen vacancy concentration, potentially triggering structural instability, consistent with the Fourier-transform infrared (FTIR) and Raman analyses. To further investigate the stability of ACr2O4 spinels in alkaline and acidic environments, we introduced CaO and SiO2, respectively, for high temperature calcinations. XRD analyses reveal that ACr2O4 spinels exhibited a high instability under an alkaline condition, with an increasing degree of instability for MgCr2O4, ZnCr2O4, and MnCr2O4 successively. We further quantified the relationship between the oxygen vacancy concentrations and the divalent cations containing in spinels as well as the spinel stabilities under an alkaline environment. Under an acidic condition, all ACr2O4 spinels demonstrated a relatively strong structural stability. The understanding of formation and stability of chromium bearing spinels under different conditions could contribute to potential modifications and applications of spinels especially with regard to resource recycling in metallurgy.

铬广泛存在于不锈钢渣和含钒渣等冶金体系中,由于其超高的稳定性,通常以三价形式结合在尖晶石相中。为了探索含有不同二价阳离子的铬尖晶石的稳定性,本文合成了 ACr2O4(A=镁、锌、锰)尖晶石,并在碱性和酸性环境下进行了稳定性测试。X 射线衍射(XRD)和细化结果表明,MnCr2O4 的晶格参数最大。X 射线光电子能谱(XPS)结果显示,MnCr2O4 的氧空位浓度最高,有可能引发结构不稳定,这与傅立叶变换红外(FTIR)和拉曼分析结果一致。为了进一步研究 ACr2O4 尖晶石在碱性和酸性环境中的稳定性,我们分别引入了 CaO 和 SiO2 进行高温煅烧。XRD 分析表明,ACr2O4 尖晶石在碱性条件下表现出较高的不稳定性,MgCr2O4、ZnCr2O4 和 MnCr2O4 的不稳定性程度依次增加。我们进一步量化了尖晶石中氧空位浓度与所含二价阳离子之间的关系,以及尖晶石在碱性环境下的稳定性。在酸性条件下,所有 ACr2O4 尖晶石都表现出较强的结构稳定性。了解含铬尖晶石在不同条件下的形成和稳定性有助于尖晶石的潜在改性和应用,特别是在冶金领域的资源回收方面。
{"title":"A Comparison Study on Formation and Stabilities of Chromium Bearing Spinels","authors":"Shuxuan Luo, Xingyue Ma, Ziwei Chen, Lei Zhang, Wanlin Wang, Yongqi Sun","doi":"10.1007/s11663-024-03183-2","DOIUrl":"https://doi.org/10.1007/s11663-024-03183-2","url":null,"abstract":"<p>Chromium, broadly present in metallurgical systems such as stainless steel slags and vanadium-bearing slags, tends to be in a trivalent form bound in spinel phases due to their ultrahigh stability. To explore the stability of chromium bearing spinels with different divalent cations, herein ACr<sub>2</sub>O<sub>4</sub> (A=Mg, Zn, Mn) spinels were synthesized and stability-tested under both alkaline and acidic environments. X-ray diffraction (XRD) and refinement results reveal that MnCr<sub>2</sub>O<sub>4</sub> exhibited the largest lattice parameters. X-ray photoelectron spectroscopy (XPS) results show that MnCr<sub>2</sub>O<sub>4</sub> had the highest oxygen vacancy concentration, potentially triggering structural instability, consistent with the Fourier-transform infrared (FTIR) and Raman analyses. To further investigate the stability of ACr<sub>2</sub>O<sub>4</sub> spinels in alkaline and acidic environments, we introduced CaO and SiO<sub>2</sub>, respectively, for high temperature calcinations. XRD analyses reveal that ACr<sub>2</sub>O<sub>4</sub> spinels exhibited a high instability under an alkaline condition, with an increasing degree of instability for MgCr<sub>2</sub>O<sub>4</sub>, ZnCr<sub>2</sub>O<sub>4</sub>, and MnCr<sub>2</sub>O<sub>4</sub> successively. We further quantified the relationship between the oxygen vacancy concentrations and the divalent cations containing in spinels as well as the spinel stabilities under an alkaline environment. Under an acidic condition, all ACr<sub>2</sub>O<sub>4</sub> spinels demonstrated a relatively strong structural stability. The understanding of formation and stability of chromium bearing spinels under different conditions could contribute to potential modifications and applications of spinels especially with regard to resource recycling in metallurgy.</p>","PeriodicalId":18613,"journal":{"name":"Metallurgical and Materials Transactions B","volume":"178 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141516272","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Extraction of Nickel from Ultramafic Nickel Sulfide Concentrate by Metallic Iron Addition 通过添加金属铁从超基性硫化镍精矿中提取镍
Pub Date : 2024-06-24 DOI: 10.1007/s11663-024-03179-y
Fanmao Wang, Sam Marcuson, Manqiu Xu, Mike Walker, Mansoor Barati

Abundant low-grade nickel sulfide ore reserves hold potential as nickel resources but are hindered by high magnesium silicate content, limiting efficient utilization. The authors investigated the possibility of extracting nickel from a low-grade ultramafic nickel sulfide concentrate into ferronickel alloy. The nickel extraction study involved thermal upgrading and physical separation. Thermal upgrading efficiently concentrated nickel values from ultramafic concentrate into ferronickel alloy, achieving over 90 pct extraction with more than 40 pct nickel grade and a characteristic particle size of d80=100 µm. The presence of magnesium silicate gangues in the concentrate adversely impacted the thermal extraction of nickel. Multiple thermal treatment variables have been studied to improve nickel extraction efficiency, including metallic iron addition rate, heating duration, temperature, additives, and atmosphere. The proposed solid-state thermal upgrading method avoided smelting of materials and generation of sulfur dioxide. Magnetic separation recovered approximately 85 pct of nickel in the thermal treatment products into a ferronickel concentrate at 20 pct nickel grade.

丰富的低品位硫化镍矿储量具有作为镍资源的潜力,但由于硅酸镁含量高,限制了有效利用。作者研究了将低品位超基性硫化镍精矿中的镍提取为镍铁合金的可能性。镍提取研究包括热提升和物理分离。热提升将超基性硫化镍精矿中的镍值有效浓缩到镍铁合金中,萃取率超过 90%,镍品位超过 40%,特征粒度 d80=100 µm。精矿中硅酸镁胶粒的存在对镍的热萃取产生了不利影响。为提高镍提取效率,研究了多种热处理变量,包括金属铁添加率、加热时间、温度、添加剂和气氛。拟议的固态热提升方法避免了材料的熔炼和二氧化硫的产生。磁选回收了热处理产品中约 85%的镍,将其转化为镍品位为 20%的镍铁精矿。
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引用次数: 0
Prediction Model of Wear Amount of Work Roll and Replacement Moment in Finishing Rolling Based on Lévy's Improved Arithmetic Optimization Algorithm Twin Support Vector Regression 基于莱维改进算法双支持向量回归的精轧工作辊磨损量和更换力矩预测模型
Pub Date : 2024-06-24 DOI: 10.1007/s11663-024-03184-1
Chunyang Shi, Yikun Wang, Jianjun Hu, Lei Zhang, Peilin Tao

For the control of the wear amount of work rolls and replacement moment in finishing rolling, most of the traditional models are unable to accurately predict the optimal finishing wear amount and replacement moment of work roll in advance, which may lead to the disruption of the production rhythm, and even cause product quality defects. This research describes a Lévy's improved arithmetic optimization algorithm twin support vector regression (LAOA-TSVR) prediction model for wear amount of work roll and replacement moment in a finishing mill. Firstly, the research group initially employed real production data from a hot strip finishing mill to identify influential factors of wear amount of work roll through correlation analysis using SPSS. Subsequently, to validate its predictive performance, the model was compared against three classical algorithms: Back Propagation (BP), Radial Basis Function (RBF), and Support Vector Machine (SVM), confirming LAOA-TSVR's superior accuracy. Finally, the model underwent practical production testing with a dataset totaling 200 sets. The findings reveal that the model attains a 95.2 pct hit rate for predicting wear amount of work roll within ± 0.5 pct. Likewise, it achieves a 98.3 pct hit rate for predicting the replacement moment of work roll for finishing mill.

对于精轧机工作辊磨损量和更换力矩的控制,大多数传统模型无法提前准确预测最佳精轧磨损量和工作辊更换力矩,这可能导致生产节奏被打乱,甚至造成产品质量缺陷。本研究介绍了一种莱维改进算术优化算法孪生支持向量回归(LAOA-TSVR)精轧机工作辊磨损量和更换时刻预测模型。首先,研究小组利用热轧带钢精轧机的真实生产数据,通过 SPSS 进行相关性分析,确定工作辊磨损量的影响因素。随后,为了验证该模型的预测性能,将其与三种经典算法进行了比较:反向传播 (BP)、径向基函数 (RBF) 和支持向量机 (SVM),证实了 LAOA-TSVR 的卓越准确性。最后,该模型通过总计 200 组数据集进行了实际生产测试。测试结果表明,该模型在预测工作辊磨损量时,命中率达到 95.2%,误差在 ± 0.5%以内。同样,该模型在预测精轧机工作辊更换时刻时的命中率也达到了 98.3%。
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引用次数: 0
Cleanliness Improvement and Microstructure Refinement of As-Cast High-Nitrogen Stainless Bearing Steel by Magnesium Treatment 通过镁处理提高铸态高氮不锈钢轴承钢的清洁度并细化其微观结构
Pub Date : 2024-06-24 DOI: 10.1007/s11663-024-03182-3
Peng-Chong Lu, Hao Feng, Hua-Bing Li, Peng-Fei Zhang, Hong-Chun Zhu, Zhuo-Wen Ni, Shu-Cai Zhang, Zhou-Hua Jiang

The influence of magnesium treatment on cleanliness and microstructure characteristics of as-cast high-nitrogen stainless bearing steel (HNSBS) was systematically investigated. Results manifested that as the magnesium content increased from 0.0003 to 0.0054 wt pct, the oxygen and sulfur contents in steel, along with the number density and average size of inclusions significantly decreased due to the strong thermodynamic affinity and the removal of inclusions. Meanwhile, the inclusion evolution processes were Al2O3 → MgO·Al2O3 → MgO and MnS → MgS + Mg3N2, and the magnesium content in HNSBS should not exceed 0.0047 wt pct to prevent the formation of deleterious Mg3N2 inclusion. Additionally, the secondary dendrite spacing and the area fraction of precipitates (M23(C, N)6 and M2(C, N)) at the 1/2 radius of ingots decreased form 83 ± 25 μm and 17 pct to 63 ± 16 μm and 12 pct, respectively. The dendrite structure was refined owing to the increase in effective nucleation sites for γ-Fe provided by MgO·Al2O3 and MgS inclusions, as well as the enrichment of magnesium in the liquid phase at solidifying front. The area fraction and size of precipitates were reduced due to the decrease of chromium activity. The finer and more dispersed precipitates was attributed to the reduction of growth space and increase in effective nucleation sites. This work provides theoretical guidance for preventing the formation of deleterious inclusions (especially for nitrides) in high-nitrogen alloy systems and refining the microstructure of alloy systems containing M23(C, N)6 and M2(C, N) precipitates.

系统研究了镁处理对铸态高氮不锈钢(HNSBS)洁净度和显微组织特征的影响。结果表明,随着镁含量从 0.0003 wt pct 增加到 0.0054 wt pct,由于热力学亲和力强和夹杂物的去除,钢中氧和硫含量以及夹杂物的数量密度和平均尺寸显著下降。同时,夹杂物的演化过程为 Al2O3 → MgO-Al2O3 → MgO 和 MnS → MgS + Mg3N2,HNSBS 中的镁含量不应超过 0.0047 wt pct,以防止形成有害的 Mg3N2 夹杂物。此外,镁锭 1/2 半径处的二次枝晶间距和沉淀物(M23(C, N)6 和 M2(C,N))面积分数分别从 83 ± 25 μm 和 17 pct 降至 63 ± 16 μm 和 12 pct。由于 MgO-Al2O3 和 MgS 包裹体提供了更多的γ-Fe 有效成核点,以及凝固前沿液相中镁的富集,树枝状结构得到了完善。由于铬活性的降低,沉淀物的面积分数和尺寸都减小了。析出物更细更分散的原因是生长空间的减少和有效成核点的增加。这项研究为防止在高氮合金体系中形成有害夹杂物(尤其是氮化物)以及完善含有 M23(C, N)6 和 M2(C, N) 沉淀的合金体系的微观结构提供了理论指导。
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Metallurgical and Materials Transactions B
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