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2026年, 第33卷, 第7期 刊出日期:2026-07-25
  

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    ORIGINAL PAPERS
  • Maximilian Baur, Iyas Khader, Dominik Kürten, Lutz Reißig, Frank Schweizer, Andreas Kailer, Martin Dienwiebel
    钢铁研究学报(英文版). 2026, 33(7): 184.
    https://doi.org/10.1007/s42243-026-01823-2
    摘要 ( ) PDF全文 ( )   可视化   收藏
    Samples of martensitic-hardened bearing steel 100Cr6 (AISI 52100) were exposed to hydrogen atmospheres at different gas pressures. The resulting hydrogen contents were measured, and a pressure-dependent hydrogen charging curve was established. Tensile tests on cylindrical specimens charged at various hydrogen pressures showed a pronounced reduction in strength at hydrogen contents as low as 0.75 × 10-6. Fractographic analysis revealed predominantly intergranular fracture with crack propagation along carbide-featured grain boundaries, indicating hydrogen enrichment at microstructural traps. Specimens, in which diffusible hydrogen was allowed to outgas prior to testing, largely recovered their initial strength, demonstrating that the observed embrittlement is mainly governed by diffusible hydrogen and is, to a significant extent, reversible. These findings provide insight into the pressure-dependent influence of hydrogen on the strength and reliability of bearing components operating in hydrogen environments.
  • Tao Wu, Wan-Li Wang, Xi-Hui Ye, Zheng Ye, Xiao-Pei Wang, Ji-Hua Huang
    钢铁研究学报(英文版). 2026, 33(7): 185.
    https://doi.org/10.1007/s42243-026-01815-2
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    A composition-splitting strategy for enabling the preparation of superalloys via pressureless transient liquid phase sintering was proposed. A low-melting component was split from the composition system of superalloys, and a high-melting component was designed to coordinate it into the general composition of superalloys. The low-melting component consisted of the common elements in superalloys (Ni, Cr, Co, Al, Ti, and Ta) with a melting point of 1215.1 °C. Powder metallurgy superalloys were prepared by pressureless transient liquid phase sintering the mixed powder compact of the low/high melting components under 1250 °C. The influence of the liquid phase content on sintering behavior and tensile properties was analyzed. The increased liquid phase content promoted filling the gaps between solid particles, resulting in a rapid rise in relative density. However, the excessive liquid phase content shifted the solidification mode from isothermal solidification liquid (L) → γ to cooling solidification L → γ-γ eutectic. These mechanisms determined the optimum amount of liquid phase in the transient liquid phase sintering. A superalloy with a relative density of 98% and free of prior particle boundary defects was sintered with the optimum amount of liquid phase. It possessed a yield strength of 844 MPa, an ultimate tensile strength of 1248 MPa, and an elongation of 16.3%. A processing parameter D, defined as the ratio of actual to theoretical yield strength, was proposed to characterize the efficiency of the preparation process. The pressureless transient liquid phase sintering with the optimum amount of liquid phase yielded a D of 0.92, which was higher than that of traditional casting and forging, only slightly lower than that of hot isostatic pressing.
  • Ji Zhang, Zhi-Xuan Wang, Qi Lu, Zhen-Hua Bai
    钢铁研究学报(英文版). 2026, 33(7): 186.
    https://doi.org/10.1007/s42243-026-01828-x
    摘要 ( ) PDF全文 ( )   可视化   收藏
    To enhance the prediction accuracy of rolling force in cold tandem rolling processes, a deformation resistance-rolling force (DR-RF) coupled model is proposed based on dynamic deformation zone length iteration. This DR-RF model comprehensively accounts for the influence of material parameters, hot rolling, and cold rolling processes on deformation resistance, establishing a robust framework for cold rolling. To ensure the model's generalization capability across diverse stands and steel grades, a hierarchical progressive optimization strategy is introduced, leveraging a differential evolution-particle swarm optimization (DE-PSO) hybrid algorithm to effectively mitigate local optima. Experimental validation using industrial data demonstrates significant performance improvements. The unoptimized DR-RF model already exhibits superior accuracy compared to the conventional Hill model. Furthermore, DE-PSO model optimized DR-RF model achieves an overall rolling force prediction accuracy of 94.71%, representing a 7.11% improvement over Hill model. Notably, the first stand shows a 13.4% improvement in accuracy, and the third stand achieves the highest accuracy of 96.68%. The average prediction accuracy for 15 steel grades consistently remains within the range of 90.5%-97.2%. DR-RF model coupled with DE-PSO framework provides a robust theoretical foundation and practical solution for steel enterprises to achieve efficient and intelligent rolling across multiple stands and steel grades.
  • Zhi-Wei Gao, Si-Wei Wu, Xiao-Guang Zhou, Guang-Ming Cao, Ning Liu, Hong-Bing Wang, Zhen-Yu Liu
    钢铁研究学报(英文版). 2026, 33(7): 187.
    https://doi.org/10.1007/s42243-026-01822-3
    摘要 ( ) PDF全文 ( )   可视化   收藏
    The flexible optimization control of the cooling path after hot rolling of strip steel has a significant influence on the phase transformation microstructure, which in turn determines the stability of mechanical properties and final product quality. To further analyze the complex coupling relationship between cooling path parameters and mechanical properties, a physically guided multi-objective optimization strategy is proposed for post-rolling cooling path control, combining continuous cooling transformation (CCT) diagram to achieve precise regulation of phase transformation microstructure and volume fraction. First, based on experimental data and machine learning algorithms, predictive models for the relationships among chemical composition, physical metallurgical parameters, and phase transformation temperatures are established, enabling accurate prediction of the CCT diagram. Subsequently, multi-objective optimization is applied to determine optimal cooling paths, with results compared against actual industrial production data. Finally, the optimization outcomes are validated through metallographic analysis and mechanical property testing, while the grain refinement strengthening theory is employed to analyze how CCT diagram-based cooling path optimization affects material properties. This approach achieves the goal of enhancing mechanical properties in hot rolled structural steels through controlled cooling path processes.
  • Ya-Lin Liang, Ming-Xing Zhou, Xiao-Long Gan, Jun-Yu Tian, Zhen-Ye Chen, Guang Xu
    钢铁研究学报(英文版). 2026, 33(7): 188.
    https://doi.org/10.1007/s42243-026-01831-2
    摘要 ( ) PDF全文 ( )   可视化   收藏
    Above- and below-Ms austempering, and two-step austempering for a low-carbon carbide-free bainite steel were carried out. The microstructure of austempered samples were detected by scanning electron microscopy, electron backscatter diffraction and X-ray diffraction. The tensile properties and instrumented impact toughness were also tested. It was found that compared to the above-Ms austempering, below-Ms austempering and two-step austempering improve the mechanical properties of bainite steel in different aspects. Below-Ms austempering increases the yield strength mainly due to the existence of tempered martensite and improves the impact toughness because of the increase in propagation energy of the crack. In addition, the ductility of bainite steel is increased by two-step austempering due to the increased bainite fraction and more stable retained austenite. Therefore, the best combination of strength and toughness is obtained by below-Ms austempering, while the best combination of strength and elongation is obtained by two-step austempering. Moreover, the relationships between microstructure, tensile properties and impact toughness were analyzed in detail.
  • Zheng-Man Gu, Yuan Gong, Ming Zhong, Peng Zuo, Peter J. Szabo, Cong Wang
    钢铁研究学报(英文版). 2026, 33(7): 189.
    https://doi.org/10.1007/s42243-026-01813-4
    摘要 ( ) PDF全文 ( )   可视化   收藏
    Post-weld normalizing and tempering offer a promising approach to preventing the notorious Type IV premature creep fracture in 9Cr steel weldments. While post-weld normalizing promotes microstructural homogenization, it also induces significant changes in the prior austenite grain (PAG) size in the weldments. Different post-weld normalizing schemes were designed to achieve PAG sizes with order-of-magnitude differences, thereby investigating their influence on creep lifetime. The results indicate that martensites with smaller PAGs transform into fine ferrites during tempering, while those with larger PAGs retain the elongated block structure of tempered martensite even after tempering. During creep, fine ferrites undergo plastic deformation, and creep cavities preferentially nucleate along ferrite grain boundaries, particularly near hard precipitates, leading to salient microcrack formation. In contrast, in tempered martensites with larger PAGs, cavities primarily nucleate and grow along PAG boundaries after creep exposure. Increasing the PAG size not only prevents the formation of fine ferrites but also reduces cavity nucleation sites, thereby prolonging creep life. However, excessively high normalizing temperature can lead to d-ferrite retention, which degrades impact toughness.
  • Zan Wang, Liang Wang, Shuo Wang, Meng-Meng Yang, Jian Zhou, Feng Xue
    钢铁研究学报(英文版). 2026, 33(7): 190.
    https://doi.org/10.1007/s42243-026-01789-1
    摘要 ( ) PDF全文 ( )   可视化   收藏
    To address the issues of excessive intermetallic compound growth and weak interfacial bonding strength in Al-Sn/steel composites, Al-Sn/steel and Al-Sn/Al bronze/steel layered materials were prepared by arc deposition technology. The influence of an Al bronze interlayer on the microstructure, mechanical properties, and tribological behavior of layered composites was systematically investigated. The results demonstrate that the introduction of an Al bronze interlayer optimized the interfacial structure and phase composition of Al-Sn layer. At the interface, Al-Al2Cu eutectic layer and Al2Cu intermetallic compound (IMC) layer formed, replacing the brittle Fe-Al IMC layer. Al-Sn layer remained primarily composed of a-Al solid solution, free b-Sn phase, and Al-Al2Cu eutectic structures. However, the eutectic content increased to 14.53% and interconnected into a network, strengthening the cohesion between phases. Mechanical testing revealed that the micro-hardness of Al-Sn layer improved from 46.43 to 74.15 HV, the bonding strength between Al-Sn layer and the substrate increased from 31.3 to 92.9 MPa, and the tensile strength and elongation of Al-Sn coating increased by 47.19% and 53.54% respectively. Tribological evaluations indicated that Al bronze interlayer reduced the dry friction coefficient from 0.54 to 0.31 and decreased wear volume by 94%.
  • Xin Liu, Chao Xue, Zhi-Wen Wang, Yan-Ping Bao, Li-Hua Zhao
    钢铁研究学报(英文版). 2026, 33(7): 191.
    https://doi.org/10.1007/s42243-026-01827-y
    摘要 ( ) PDF全文 ( )   可视化   收藏
    The reduction and precise control of ferroalloys in steelmaking are critical for lowering energy and resource consumption, minimizing environmental pollution, reducing production costs, improving product quality, and advancing the intelligent operation of steel plants. A novel intelligent control system for ferroalloy reduction is proposed and implemented in industrial production. The system integrates ferroalloy raw material quality evaluation, prediction of key steelmaking parameters, accurate batching and cost optimization, and control of specific energy consumption (SEC) and carbon emission (CE). The results demonstrate that improving ferroalloy raw material quality enhances alloy yield during the steelmaking process. Accurate prediction of steel output, composition, and elemental yield is essential for precise ferroalloy dosing. Optimization of alloy batching structures effectively reduces ferroalloy consumption and enables ‘‘narrow composition'' control of molten steel. Following implementation of the proposed strategy, production costs for Q345B and GCr15 steel grades decrease by 39.76 and 4.07 CNY/t, respectively. In addition, the combined annual reductions in SEC and CE reach 8,099,350 kg of coal equivalent and 3106.25 t CO2, respectively. These findings indicate that ferroalloy reduction and precise control technologies are effective strategies for achieving green, low-carbon, efficient, and sustainable development in the iron and steel industry, aligning with global carbon neutrality goals and China's strategic priorities.
  • Deng-Kui Ao, Yong-Cheng Lin, Mao-Lin Li, Guan Liu, Jia-Yu Yang, Ning-Fu Zeng, Miao Wan, Gang Xiao, Sai-Feng Peng
    钢铁研究学报(英文版). 2026, 33(7): 192.
    https://doi.org/10.1007/s42243-026-01796-2
    摘要 ( ) PDF全文 ( )   可视化   收藏
    Accurate prediction of the temperature field is crucial for controlling the duplex microstructure in additive manufacturing of 2205 duplex stainless steel. Conventional numerical methods are limited by high computational cost, data-driven approaches often lack physical interpretability, and conventional physics-informed neural networks show restricted spatiotemporal modeling capability. A physics-informed encoder-decoder network with skip connections and convolutional gated recurrent units is developed to predict transient temperature evolution. The framework combines an encoder-decoder architecture based on convolutional neural networks with skip connections, while the encoder further incorporates convolutional gated recurrent unit layers to enhance spatiotemporal feature learning. Physical laws of heat transfer are incorporated into the loss function to maintain consistency with thermodynamic principles. The model attains a mean absolute percentage error of 1.37% for single-step prediction and maintains errors between 2% and 5.3% for 27-step forecasting. Based on online monitoring data, it achieves a 5.4 s ahead temperature prediction with only 0.2 s computational latency. Ablation analysis indicates that skip connections and physical constraints contribute significantly to prediction accuracy, convergence, and stability.
  • Zhi Qi, Pei Hou, Chao Liu, Chi-Huan Yao, Ye Yuan, An-Rui He, Hai-Jun Yu, Hua-Long Li, Qing-Xiao Feng
    钢铁研究学报(英文版). 2026, 33(7): 193.
    https://doi.org/10.1007/s42243-026-01793-5
    摘要 ( ) PDF全文 ( )   可视化   收藏
    The post-coiling cooling process of DP980 dual-phase steel is investigated. A computational model for temperature and phase transformation was established using the finite difference method, while a stress model considering viscoplastic stress relaxation at high temperatures was solved using the lower-upper decomposition method. These models were coupled into a multi-physics rapid calculation model, and the accuracy of the computational results was validated using industrial field data. To address the issue of poor inner coil shape after post-cooling uncoiling in a certain hot-rolling production line for DP980 steel, the influence of different hot-head strategies on residual stress during the post-coiling cooling process is investigated. Detailed simulation analyses were conducted in three aspects: hot-head temperature, hot-head length, and transverse temperature gradient of the hot-head. Based on these analyses, an optimization strategy was proposed. The optimized process significantly improved the internal stress distribution of DP980 hot-rolled dual-phase steel, effectively reducing compressive stress at the coil edges and mitigating shape defects, such as inner edge waviness and warping. Statistical analysis showed an average increase of 6.4% in strip yield rate and an average reduction of 7.7% in rework rate.
  • Guang-Long Wang, Jun-Hui Cao, Shu-Sen Hou, Yu Zhang, Hu Zhou, Chun Ouyang, Long-Feng Lin, Yan-Xin Qiao, Yi-Shan Jiang, Qi-Chao Zhang
    钢铁研究学报(英文版). 2026, 33(7): 194.
    https://doi.org/10.1007/s42243-026-01825-0
    摘要 ( ) PDF全文 ( )   可视化   收藏
    NiFe-based layered double hydroxide (NiFe-LDH) nanosheets were hydrothermally anchored onto the surface of CoFe-based Prussian blue analogue (CoFe-PBA) nanocubes, resulting in the formation of core-shell-structured CoFe-PBA@NiFe-LDH. Electrochemical characterizations revealed that this material exhibits exceptional oxygen evolution reaction (OER) activity coupled with remarkable long-term stability in alkaline media. The optimized CoFe-PBA@NiFe-LDH catalyst achieves a low OER overpotential of 287 mV to reach a current density of 10 mA cm-2, accompanied by a favorable Tafel slope of 77 mV dec-1. Notably, the catalyst can maintain the initial catalytic activity even after 18 h of continuous operation, with its morphology and crystalline structure remaining well-preserved. The superb electrocatalytic performance is fundamentally attributed to the synergistic core-shell architecture, where the uniform decoration of NiFe-LDH nanosheets on CoFe-PBA nanocubes maximizes the exposure of abundant and highly accessible active sites while facilitating the mass transport of reactive intermediates.
  • REVIEW
  • Pei-Xiang Xu, Qiang Li, Wei-Hui Wen, Cong Li, Jing-Song Wang, Guang Wang, Hai-Bin Zuo, Qing-Guo Xue
    钢铁研究学报(英文版). 2026, 33(7): 195.
    https://doi.org/10.1007/s42243-026-01810-7
    摘要 ( ) PDF全文 ( )   可视化   收藏
    Low-carbon ironmaking technology primarily aims to reduce carbon emission in blast furnaces. As the coke ratio decreases, the cohesive zone (CZ) in blast furnaces, which determines stable furnace operation, is inevitably affected, posing new challenges to burden descent, gas flow, and furnace operation. Therefore, a comprehensive understanding of CZ is essential for process optimization and industrial applications. Under this requirement, four major research approaches to investigating the CZ are introduced, including blast furnace dissection, high-temperature experiments, physical modeling, and numerical simulation. Dissection investigation provides direct evidence of CZ morphology and existence. High-temperature laboratory experiments offer insights into the softening-melting behavior and interaction of burden materials under simulated conditions. Physical modeling facilitates the understanding of burden descent and gas-solid interactions within the CZ. Furthermore, numerical simulation techniques, such as computational fluid dynamics (CFD), discrete element method (DEM), and coupled DEM-CFD models, are employed to simulate burden descent and softening-melting behavior, thereby providing valuable insights into the characteristics and dynamics of the CZ. The integration of experimental and modeling approaches has enhanced understanding of the softening-melting behavior in CZ.
  • ORIGINAL PAPER
  • Xiao-Guang Ma, Chang Yan, Jun-Jie Lian, Wei-Dong Zhao, Zhi-Hua Wang, Zheng-Yi Jiang, Xi Liao, Jing-Wei Zhao
    钢铁研究学报(英文版). 2026, 33(7): 196.
    https://doi.org/10.1007/s42243-026-01820-5
    摘要 ( ) PDF全文 ( )   可视化   收藏
    The numerical simulation and experimental investigation on the surface microtexture evolution of austenitic stainless steel (ASS) thin strip during asymmetric rolling (ASR) process are involved. The crystal plasticity finite element method was employed to evaluate the deformation behavior of ASS thin strip during ASR, and also, the deformation behavior of ASS thin strip during symmetric rolling was comparatively studied, with a purpose of unraveling the surface microtexture evolution mechanism during ASR. Both numerical and experimental results demonstrate an increase in the surface roughness of strip surface in contacting with the roll of fast side, along with the increase in the differential speed ratio during ASR. A comprehensive analysis on ASR mechanism is performed, revealing that the equivalent strain rate increases in conjunction with the increase in the differential speed ratio, resulting in uneven plastic deformation of grains and the formation of undulated surface microtexture, which ultimately compromise the surface quality. In addition, ASR introduces remarkable shear force on the workpiece, thereby promoting the formation of {112} and {111} oriented grains. The effects of {112} and {111} components on the slip and deformation behavior are discussed, and the results show that {112} orientation is detrimental to the surface roughness of ASS thin strip during ASR, whereas {111} orientation exerts a negligible influence on the surface roughness of ASS thin strip during ASR.
  • SHORT COMMUNICATION
  • Shuo-Yan Chang, Wen-Qi Mao, Yan-Kang Zhao, Shuang-Zong Luo, Ming Chen, Shuai Ma, Li-Jia Zhao, Qiang Wang
    钢铁研究学报(英文版). 2026, 33(7): 197.
    https://doi.org/10.1007/s42243-026-01840-1
    摘要 ( ) PDF全文 ( )   可视化   收藏
    Cold-deformed austenitic stainless steels usually sacrifice deformability for high strength. A short-time annealing at 600 °C for 2 min was conducted on cold-rolled 301 stainless steel, which dramatically improved its local deformability by 270% (from 7.61% to 28%) while maintaining the ultra-high strength level of 2 GPa. Microstructural observation revealed 11.7% reversed austenite formation and a reduction in martensite dislocation density (1.31 × 1016 to 5.5 × 1015 m-2) without recrystallization. The enhanced local deformability is attributed to the synergistic interplay of two key mechanisms: (1) enhanced work-hardening capability due to the formation of martensite produced by cold rolling tempering and (2) the transformation-induced plasticity effect of the reversed austenite, which effectively coordinates localized deformation and suppresses crack nucleation.
  • ORIGINAL PAPERS
  • Ling-Zhi Wu, Wei Gao, Sen Chen, Dong-Sheng Zhang, Cai-Juan Shi, Cong Zhang, Bing-Bing Zhang, Hai-Qing Yin, Geng Liu, Jie Su
    钢铁研究学报(英文版). 2026, 33(7): 198.
    https://doi.org/10.1007/s42243-026-01844-x
    摘要 ( ) PDF全文 ( )   可视化   收藏
    In situ synchrotron high-energy X-ray diffraction was employed to track the phase-fraction evolution and lattice-parameter variation of Fe11Cr8Ni5Co3Mo steel during laser-directed energy deposition. The results reveal that both quantities vary significantly with deposition layer and local thermal history. Interlayer analysis from the fifth to the 15th layer reveals austenite declines from 7.45 to 3.20 wt.% due to reduced heat accumulation, accompanied by progressive lattice contraction in both martensite and austenite from residual compressive stresses. This layer-dependent trend reflects the strong influence of local thermal history on phase stability during deposition. In the tenth layer, thermal cycling induces reversible phase changes: Martensite fluctuates (97.9 → 92.2 → 94.5 wt.%) while austenite inversely shifts (2.1 → 7.8 → 5.5 wt.%). Thermal gradients near the melt pool transiently expand lattice parameters, followed by cooling-induced contraction. Corresponding nanoindentation measurements show layer-dependent hardness variations, with the fifth layer exhibiting the highest hardness of 5.72 GPa, attributed to the combined effects of thermal gradients and phase transformations. Overall, the phase stability, lattice evolution, and layer-dependent hardness are closely related to cyclic thermal history during laser-directed energy deposition.
  • Zheng-Tao Li, Wen Yang, Li-Feng Zhang, Kai-Yu Peng, Dao-Zheng Liu, Gui-Nian Lan
    钢铁研究学报(英文版). 2026, 33(7): 199.
    https://doi.org/10.1007/s42243-026-01837-w
    摘要 ( ) PDF全文 ( )   可视化   收藏
    In tire-cord steel, the deformation behavior of oxide inclusions is primarily influenced by their inherent properties, and fundamentally, it is decided by their structural characteristics. The deformation of oxide inclusions during a four-pass industrial hot-rolling process was investigated using an automatic scanning electron microscope. Subsequently, the corresponding properties and structures of the oxide inclusions in the rolled rods were analyzed using FactSage software and an analytical model. During the hot-rolling process, different types of inclusions exhibited varying deformation behaviors. Specifically, CaO-MnO-Al2O3-SiO2-type inclusions demonstrated the highest deformation index across multiple rolling passes. When the content of SiO2 reached 70 wt.%, MnO-Al2O3-SiO2- or MnO-SiO2-type inclusions exhibited non-deformability, similar to SiO2-type inclusions. These non-deformable inclusions were characterized by high liquidus temperatures (1600-2200 °C) and high viscosities (20-35 ln(Pa s)). Interestingly, the high proportion of bridging oxygen within the oxide inclusions indicated that crystallization was not the primary factor influencing their deformation. The liquidus temperature and viscosity of oxide inclusions maintained an inversely proportional relationship with their aspect ratio. The parameter, Dratio, was introduced to quantify the degree of depolymerization in the oxide system of tire-cord steel. The reason for the excellent deformability of low-liquidus-temperature inclusions lay in their high Dratio, which resulted in a more flexible structure. Additionally, higher (CaO + MnO)/SiO2 ratio correlated with a higher Dratio and, consequently, lower viscosity.
  • Ting-Ting Liao, Xi Zhang, Wei Liu, Chen-Yang Zhu, Biao Guo, Qi-Bing Lv, Guo-Qing Gou
    钢铁研究学报(英文版). 2026, 33(7): 200.
    https://doi.org/10.1007/s42243-026-01829-w
    摘要 ( ) PDF全文 ( )   可视化   收藏
    Corrosion poses a substantial threat to the structural integrity of railway tracks. The microzones formed in welded joints of rails exhibit different microstructures and stress distributions, which affect the corrosion performance. The corrosion behaviours of the weld microzones have a significant impact on the overall rail performance. To protect the rail joints from corrosion and enhance the service life of high-speed rails, we evaluated the corrosion properties of different microzones of U75V welded joints in 3.5 wt.% NaCl and acidic solutions using potentiodynamic polarisation curves, electrochemical impedance measurements, and immersion tests. The corrosion rate of the base metal was the lowest and that of the incomplete recrystallisation zone was the highest in both corrosive media. The corrosion rates of the recrystallisation zone were comparable to those of the weld zone. Furthermore, the corrosion rates of all the microzones in the acidic solution were significantly higher than those in NaCl solution. All the polarisation curves in NaCl solution showed passivation behaviours of varying degrees, and the anodic polarisation curves in the acidic solution showed pseudo-passivation caused by pitting.
  • Rui Song, Xin Zhang, Jin Zhang, Guang-Hui Li, Xiao-Guang Bai, Cheng-Zhi Wei, Ming-Jun Rao, Tao Jiang
    钢铁研究学报(英文版). 2026, 33(7): 201.
    https://doi.org/10.1007/s42243-026-01834-z
    摘要 ( ) PDF全文 ( )   可视化   收藏
    The rheological properties of a coal-based colloidal composite binder (3Co-binder) with emphasis on viscoelastic behavior were investigated. Dynamic oscillatory rheometry integrated with the time-temperature superposition (TTS) principle was employed to analyze the evolution of viscoelastic moduli (storage modulus and loss modulus) under varying temperatures, frequencies, and time, revealing the mechanistic link between microscopic network structures and macroscopic rheological responses. The 3Co-binder exhibits a wide linear viscoelastic region (up to 14.7% shear strain amplitude), indicating superior resistance to shear-induced structural damage. The viscoelastic moduli decrease significantly with rising temperature, accompanied by irreversible thermal hysteresis, necessitating the avoidance of thermal cycling applications. Frequency sweep tests demonstrate that high-viscosity binders exhibit enhanced resistance to shear-induced structural damage under high-frequency shear (80-100 rad s-1). The generalized Maxwell model (four-order) successfully fitted the frequency-dependent viscoelastic response, uncovering characteristics of multiple relaxation time. The approximate value between the structural activation energy and viscous flow activation energy of the binder endows it with both exceptional shear-thinning properties and self-healing functionalities. As the apparent viscosity of the binder increases from 2411 to 8041 mPa s, the structural relaxation activation energy increases from 51.05 to 62.66 kJ/mol. Cryogenic scanning electron microscopy analysis further confirmed that high-viscosity binders form a dense three-dimensional network structure, enhancing mechanical strength at the expense of dispersibility.
  • REVIEW
  • Peng-Peng Zuo, Hai-Lan Zhao, Xin-Yu Chen, Hong-Qing Wu, Shao-Hong Li, Jun-Wan Li
    钢铁研究学报(英文版). 2026, 33(7): 202.
    https://doi.org/10.1007/s42243-026-01792-6
    摘要 ( ) PDF全文 ( )   可视化   收藏
    Thermal fatigue failure is one of the main factors affecting the service life of hot-working dies. Thermal fatigue resistance also plays a fundamental role in work safety and cost saving in the rapidly developing automotive industry. The recent studies on the thermal fatigue phenomenon of hot work tool steels are reviewed. Those researches primarily focus on damage mechanism, performance improvement, and evaluation methods, encompassing both testing methods and life prediction. Compared to previous researches, notable progress has been made in the following areas: damage mechanisms have been extensively studied from macroscale to microscale. Furthermore, damage mechanisms in different fatigue regimes have also been investigated. In terms of improving the thermal fatigue resistance of hot work tool steels, additive manufacturing is increasingly being adopted as a novel forming method, particularly for designing conformal cooling channel systems in dies. Regarding the evaluation methods for thermal fatigue behavior, iterated numerical analysis and elaborated finite-element models are playing an essential role in predicting thermal fatigue life. This field is currently undergoing tremendous evolution. Finally, current challenges and future research directions are presented for incoming investigators. It is acknowledged that significant scope remains for advancing these areas to more effectively guide the practical manufacture and application of hot-working dies.
  • ORIGINAL PAPER
  • Zi-Long Zhan, Li-Qin Zhang, Feng Hu, Lei Hu, Hao Qin, Xi-Kai Wang
    钢铁研究学报(英文版). 2026, 33(7): 203.
    https://doi.org/10.1007/s42243-026-01790-8
    摘要 ( ) PDF全文 ( )   可视化   收藏
    Traditional marine steel suffers from a ductile-brittle transition temperature, compromising its performance in extremely low temperatures. To enhance low-temperature toughness, research has focused on material heterostructures. A novel marine steel featuring a ferrite-martensite lamellar structure through critical quenching in the dual-phase region and an 85% reduction warm rolling process on quenched and tempered steel was successfully developed. The formation mechanism of this layered structure and its impact on low-temperature toughness were systematically analyzed using multi-scale characterization and mechanical property testing. Findings reveal that the layered heterostructure markedly improves the low-temperature toughness of the steel while preserving strength and plasticity, evidenced by an increase in Charpy impact energy at -60 °C by 81.35 J. The enhancement in low-temperature toughness of the tested steel is primarily attributed to grain refinement: Warm rolling markedly refines the grain structure, increasing the high-angle grain boundary density (> 15°) from 0.4 to 3.1 μm-1. This dense grain boundary network effectively impedes crack propagation, enhancing fracture resistance. Additionally, the ferrite-martensite lamellar structure imparts significant anisotropic characteristics, resulting in a layered structure effect. A distinct orientation difference distribution exists between directions perpendicular and parallel to the rolling direction. This unique microstructure increases the tortuosity of the crack path, significantly boosting low-temperature impact toughness. The lamellar heterostructure notably improves the toughness of the steel with minimal plasticity loss, offering a potential design strategy for optimizing the mechanical properties.
  • SHORT COMMUNICATION
  • Si-Tong Li, Fei Teng, Yu-Yang Liu, Yi-Miao Huang, Chong-Xiang Yue, Bin Zhang, Hong-Shuang Di, Xiang Li, Xiao-Nan Wang
    钢铁研究学报(英文版). 2026, 33(7): 204.
    https://doi.org/10.1007/s42243-026-01781-9
    摘要 ( ) PDF全文 ( )   可视化   收藏
    Due to the presence of coarse columnar ferrite, rolling strip breakage occurs in the production of laser-welded silicon steel joints. Ni foil was used as an interlayer to carry out laser welding on 3-mm-thick non-oriented silicon steel. With the increase in the thickness of the Ni foil, the microstructure of the fusion zone (FZ) changed from coarse columnar ferrite to a duplex structure of ferrite and granular bainite, and finally transformed into austenite. The grain size of the FZ decreased from 197 to 58.5 lm. The average hardness of the FZ increased from 158.6 to 328.6 HV. The tensile strength increased from 293.6 to 505.8 MPa, the elongation increased from 2.6% to 22.3%, and the fracture position changed from the FZ to the base metal. The addition of Ni eliminated the coarse columnar ferrite and refined the grains, achieving the high strength and plasticity of the weld of silicon steel.
  • REVIEW
  • Ding-Zheng Wang, Jie Yang, Jin-Lin Yang, Shao-Jian Ma, Jin-Peng Feng, Wei Mo
    钢铁研究学报(英文版). 2026, 33(7): 205.
    https://doi.org/10.1007/s42243-026-01818-z
    摘要 ( ) PDF全文 ( )   可视化   收藏
    Bayer red mud, which is a major byproduct of the alumina industry, has attracted global attention owing to its high alkalinity and associated environmental risks. Primarily composed of iron, aluminum, and silicon oxides, along with sodium minerals, Bayer red mud exhibits alkalinity due to the hydrolysis of residual NaOH and sodium silicates. Therefore, prolonged accumulation of red mud may deteriorate soil, water, and air quality. Existing dealkalization technologies and resource utilization strategies for red mud are reviewed. Dealkalized red mud is utilized in the production of construction materials, ceramics, catalysts, and environmental remediation. Existing dealkalization approaches include acid-base neutralization, acid-gas neutralization, and precipitation. Although these methods effectively remove soluble alkalis, their efficiency against structural alkalis is limited. In particular, despite high removal efficiency, acid neutralization generates high-salinity wastewater. Besides, acid gas neutralization integrates carbon capture or flue gas desulfurization but poses scalability challenges due to secondary pollution risks. Finally, precipitation methods are environmentally friendly but achieve lower removal rates. The limitations of these dealkalization methods for Bayer red mud and challenges such as material stability, economic viability, and regional compositional variability hinder the broader adoption of the substance. Therefore, strategies involving multi-technology integration, eco-friendly dealkalization agents, or high-value iron oxide must be explored to realize optimal dealkalization. Furthermore, artificial intelligence for real-time monitoring and life cycle assessment can be employed to determine carbon footprints. Moreover, promoting closed-loop systems can facilitate the alumina industry's transition toward a circular economy.
  • ORIGINAL PAPERS
  • Jing-Dong Li, Xiao-Chen Wang, Hai-Yu Wang, Li-Jie Dong, Jian Shao, Quan Yang
    钢铁研究学报(英文版). 2026, 33(7): 206.
    https://doi.org/10.1007/s42243-026-01851-y
    摘要 ( ) PDF全文 ( )   可视化   收藏
    Width spread is a critical quality indicator in the hot strip rolling (HSR) manufacturing process. To improve prediction accuracy, a physics-informed machine learning framework with residual learning (PI-MLRL) is proposed, in which a mechanism model, a light gradient boosting machine (LightGBM)-based residual learning module, and a physics-constrained distillation mechanism are integrated. By combining physical consistency with nonlinear fitting capability, an accurate mapping between process variables and width spread is achieved. Experimental results show that the proposed framework outperforms the mechanism model and seven representative data-driven models in terms of mean absolute error, root-mean-square error, and coefficient of determination. Moreover, Shapley additive explanations (SHAP) method is employed for interpretable diagnostics of PI-MLRL predictions, clarifying the effects of key variables on width spread under different operating conditions. Finally, the proposed framework was deployed on a 2160-mm HSR production line, and application results showed that the width spread prediction error was maintained within ± 3 mm, thereby confirming its engineering applicability.
  • Shi-Chao Wu, Shang-Rui Liu, Bo Li, Yong-Gang Wei, Hao-Yuan Xu, Jue Kou, Ti-Chang Sun
    钢铁研究学报(英文版). 2026, 33(7): 207.
    https://doi.org/10.1007/s42243-026-01838-9
    摘要 ( ) PDF全文 ( )   可视化   收藏
    Direct reduction followed by magnetic separation (DRMS) is recognized as an efficient method for iron enrichment and phosphorus removal. The effect of calcium carbonate on phosphorus removal from iron minerals during DRMS was thus investigated, and the mechanism of action of calcium carbonate was elucidated from thermodynamic, mineral phase evolution, and microstructural perspectives. The experimental results demonstrated that adding 20 wt.% calcium carbonate reduces the phosphorus content in direct reduced iron from 0.50 to 0.13 wt.%, increasing the dephosphorization rate from 38.64% to 82.28%. Mechanistic analysis revealed that phosphorus in iron minerals reacted with calcite to form apatite, while calcium carbonate reacted with chlorite and silicon components in iron minerals to generate dicalcium silicate, preventing the formation of free silica and inhibiting the reduction of formed apatite.
  • Yi-Jiang Zhao, Guang-Qiang Li, Jun-Bo Li, Jiang-Hua Ma, Wen Yan, Yu Liu
    钢铁研究学报(英文版). 2026, 33(7): 208.
    https://doi.org/10.1007/s42243-026-01854-9
    摘要 ( ) PDF全文 ( )   可视化   收藏
    Distinct from conventional dephosphorization approaches, a novel low-carbon and efficient strategy was proposed for producing phosphorus-rich iron via hydrogen reduction-melting separation of high-phosphorus oolitic hematite. The process requires neither additional fluxes nor complex pretreatment of the ore. Adjustment of the pellet FeO content via control of the reduction degree enables modulation of the physicochemical characteristics of the autogenous slag, thereby promoting efficient phosphorus-rich iron production under optimized slag-metal separation conditions. Experimental results indicate that roasting at 1200 °C promotes the grain growth of hematite and significantly enhances the strength of the pellets. The hydrogen reduction process of high-phosphorus oolitic hematite at 900-1000 °C follows the unreacted core model, with the reduction rate controlled by interfacial chemical reactions. During the hydrogen reduction process at 1000 °C, apatite was not reduced. As the metallic iron particles aggregated and grew, apatite and gangue phases formed complex slag phases. Appropriate adjustment of the pellet reduction degree enables control of the phosphorus content in the phosphorus-rich iron obtained during the melting process. This regulation is related to the oxygen potential of the slag and the kinetic conditions. By controlling the reduction degree of the pellets within the range of 75%-90%, the phosphorus content in the resulting metal products was effectively adjusted from 0.64 to 1.53 wt.%. At a pellet reduction degree of 90%, the recoveries of both iron and phosphorus after melting exceeded 80%. This result confirms a green and efficient method for recovering iron and phosphorus from oolitic hematite without using flux.
  • REVIEW
  • Shao-Hua Zhang, Pei Li, Bao-Sheng Liu, Ying-Hui Wei, Li-Feng Hou, Peng-Peng Wu, Xiao-Xia Ren
    钢铁研究学报(英文版). 2026, 33(7): 209.
    https://doi.org/10.1007/s42243-026-01821-4
    摘要 ( ) PDF全文 ( )   可视化   收藏
    Most metallic materials used in oil and gas fields are exposed to complex corrosive environments, where the corrosion behavior is governed not by the simple additive effects of individual media but by their synergistic or antagonistic interactions. These multi-media interactions—such as CO2-Cl-, CO2-H2S, and CO2-O2-SO2 combinations—can sig- nificantly accelerate localized corrosion, destabilize passive film, or alter interfacial electrochemical reactions, leading to severe material degradation and equipment failure. The dominant interaction mechanisms between typical corrosive species are systematically categorized, threshold concentrations that trigger corrosion mode transitions are identified, and their impact on passive film formation and breakdown is highlighted. Particular emphasis is placed on the evolution of corrosion product layers under combined environmental factors and their implications for long-term integrity of carbon steel pipelines. The findings aim to provide practical guidance for understanding emerging failure phenomena, optimizing corrosion monitoring strategies, and selecting targeted mitigation measures in complex oil and gas production environments.
  • ORIGINAL PAPERS
  • Yi-Fan Li, Pu Wang, Jia-Qi Liu, Yuan-Bin Lv, Bo Li, Jia-Quan Zhang
    钢铁研究学报(英文版). 2026, 33(7): 210.
    https://doi.org/10.1007/s42243-026-01839-8
    摘要 ( ) PDF全文 ( )   可视化   收藏
    Under the ongoing trend of miniaturization and rising operating frequencies in electronic components, the performance requirements for soft magnetic composite materials are becoming increasingly rigorous. FeSiCr alloy powder has gained prominence as a key material due to its excellent high-frequency characteristics, including high magnetic permeability and low core loss. Although water atomization is a cost-effective and scalable production method, the fundamental mechanisms governing atomization remain inadequately characterized. Computational fluid dynamics simulations and experimental validation are combined to systematically analyze the effects of fan-shaped nozzle geometry and process parameters on the atomization of FeSiCr powder. The results show that the type 1503 nozzle, featuring an elliptical outlet design, attained a maximum water jet velocity of 930.37 m/s at 27.5 MPa. Moreover, a cruciform symmetric multinozzle configuration significantly improved energy distribution and atomization efficiency, increasing the fine powder yield from 30.00% to 41.94%.
  • Xu Wang, Jing-Yu He, Guo-Hui Li, Li-Qian Zhao, Shuo Li, Yan Li, Hua-Wei Zhang, Xiang Chen
    钢铁研究学报(英文版). 2026, 33(7): 211.
    https://doi.org/10.1007/s42243-026-01770-y
    摘要 ( ) PDF全文 ( )   可视化   收藏
    To address the gap in long-term service research on hydrogen transportation pipeline steel, the hydrogen embrittlement (HE) susceptibility of L245NS pipeline steel is evaluated for the first time after 8 years of continuous pure hydrogen transportation (operating pressure: 2.13-2.87 MPa) via slow strain rate tensile tests. Results show that 8-year service significantly degrades the material's anti-HE performance, with the HE susceptibility index rising to 24.1% and the hydrogen content in serviced steel (1.502×10-6) nearly twice that of unserviced steel (0.711×10-6). Thermal desorption spectroscopy identifies two desorption peaks at ~100 °C (reversible traps) and ~370 °C (irreversible traps), while electron backscatter diffraction confirms the increased grain boundary length in serviced steel. Atom probe tomography (APT) reveals the synergistic modulation of grain boundary (GB) carbon segregation and hydrogen trapping, preferential hydrogen binding to carbides, and stress-driven hydrogen enrichment in nanoscale zones adjacent to GBs. Combined with transmission electron microscopy, APT verifies core hydrogen traps and enrichment characteristics. HE evolution law and microscopic mechanism of L245NS steel under long-term pure hydrogen exposure are clarified, providing critical experimental data and theoretical support for pipeline safety assessment.
  • Wen-Long Ma, He-Lan Liang, Hong-Wei Guo, Jia Li, Bing-Ji Yan, Xian-Yan Huang
    钢铁研究学报(英文版). 2026, 33(7): 212.
    https://doi.org/10.1007/s42243-026-01814-3
    摘要 ( ) PDF全文 ( )   可视化   收藏
    The accurate state identification of blast furnace (BF) top gas flow is important for optimizing control strategies and maintaining stable operational conditions. However, the complex and dynamic conditions inside the BF present significant challenges. Existing methods primarily focus on the central gas flow, often neglecting the edge gas flow, handcrafted features, and the challenges associated with image acquisition. To address these limitations, a novel method was proposed for recognizing BF top gas flow states based on deep learning of temporal images. First, a ResNet-based classification model was used to detect the abnormal gas flow and filter out normal images for subsequent recognition. Second, a YOLOv8-based instance segmentation model was employed to identify instances such as the chute and burden materials, thereby removing interfering data. Third, a data processing strategy was designed to extract effective temporal images and handcrafted features, thereby creating samples for recognition. Finally, a Res-BiLSTM-Longformer model was proposed to simultaneously recognize both the edge and central states of the BF top gas flow. The experimental results indicate that the model effectively identifies the BF top gas flow states, achieving an accuracy rate of 95.83%. Specifically, the recognition rate for the central gas flow state reaches 100%.
  • Ru-Yang Han, Geng-Wei Yang, E Meng, Bang-Ren Xu, Yao-Wen Xu, De-Ming Xu
    钢铁研究学报(英文版). 2026, 33(7): 213.
    https://doi.org/10.1007/s42243-026-01786-4
    摘要 ( ) PDF全文 ( )   可视化   收藏
    Regulating second-phase particle formation during the reheating process remains a technical problem for the effective utilization of vanadium (V) microalloying elements. An innovative pre-tempering process was employed prior to austenitizing to induce partial precipitation of V(C, N) particles within the matrix. This approach facilitated the controlled nucleation and distribution of V(C, N), thus maximizing their pinning effect, which significantly refined the austenite grains and enhanced the impact wear resistance of the steel. The results demonstrated that pre-tempering promoted the formation of nanoscale V(C, N) particles and markedly reduced the austenite grain size after reheating. As the pre-tempering temperature increased from 450 to 650 °C, the number density, volume fraction, and average size of V(C, N) particles progressively increased. However, elevated pre-tempering temperatures may induce a decrease in dislocation density and V content remaining in solid solution, culminating in reduced nucleation rates and precipitation driving force during the subsequent austenitizing process. The combined effects of pre-precipitation and reheating-induced precipitation caused the overall pinning force of V(C, N) particles to first increase and then decrease with the rising pre-tempering temperature. At 550 °C, the optimal balance between particle volume fraction and size yielded the maximum pinning force of approximately 2.84 MPa, corresponding to the finest austenite grain size of 4.42 μm. Owing to the synergistic effects of precipitation strengthening and grain refinement, the pre-tempered steels exhibited superior fracture toughness and significantly the improved impact wear resistance, achieving a 14.9% enhancement compared to the conventional treatment.