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Effect of h-BN rods on high-temperature properties of alumina–carbon refractory h-BN 棒对氧化铝-碳耐火材料高温性能的影响
IF 2.5 2区 材料科学 Pub Date : 2024-08-12 DOI: 10.1007/s42243-024-01284-5
Ya-ge Li, Shuai-bing Wu, Feng Liang, Zhong Huang, Tu Long, Long Dong, Jun-yi Lv, Hong-juan Duan, Biao Wen, Yong Liu, Hai-jun Zhang

h-BN rods modified low-carbon alumina–carbon (Al2O3–C) refractories were prepared, and the effect of h-BN rod addition on the high-temperature properties was investigated and compared with commercial h-BN flake, carbon black, and carbon nanotubes additives. The results demonstrated that Al2O3–C refractories containing h-BN rods exhibited optimal high-temperature service performances, including 25% higher hot modulus of rupture, 21.3% higher thermal shock strength residual ratio, 20.9% lower in oxidation and 44.3% less in slag corrosion, compared to the counterpart specimens without additives. Moreover, benefiting from the synergistic enhancement of the rod-like h-BN and in-situ generated SiC whiskers, the high-temperature service performances of h-BN rods containing specimens outperformed counterpart specimens containing commercial h-BN flake, carbon black, and carbon nanotubes, respectively.

制备了 h-BN 棒改性的低碳氧化铝-碳(Al2O3-C)耐火材料,研究了添加 h-BN 棒对高温性能的影响,并与商用 h-BN 片材、炭黑和碳纳米管添加剂进行了比较。结果表明,与不含添加剂的同类试样相比,含有 h-BN 棒的 Al2O3-C 耐火材料具有最佳的高温服役性能,包括热断裂模数提高 25%,热冲击强度残余比提高 21.3%,氧化率降低 20.9%,渣腐蚀降低 44.3%。此外,得益于棒状 h-BN 和原位生成的碳化硅晶须的协同增效作用,含有 h-BN 棒的试样的高温服役性能分别优于含有商业 h-BN 薄片、碳黑和碳纳米管的同类试样。
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引用次数: 0
Effect of temperature compensation on properties and interfacial structure evolution of Al/CFRTP ultrasonic welded joints 温度补偿对 Al/CFRTP 超声波焊接接头性能和界面结构演变的影响
IF 2.5 2区 材料科学 Pub Date : 2024-08-12 DOI: 10.1007/s42243-024-01299-y
Kai-hang Zhu, Yong-zhen Liang, Liu-kai Li, Ting-ting Zhang, Wen-xian Wang

5052 Al and carbon fiber-reinforced polyamide 6 composite (CF-PA6) were jointed via ultrasonic welding with the assistance of temperature compensation device. The effects of the ultrasonic welding time and temperature compensation on the microstructure and mechanical properties of the joints were investigated. Through analysis of the wettability and fluidity of the molten carbon fiber-reinforced thermoplastic composites (CFRTP), the bonding mechanism and failure path of Al/CFRTP were clarified. The results show that under the conditions of temperature compensation of 220 °C and welding time of 1500 ms, the joint strength of the two components reaches 2480.4 N, which is 813.6% higher than that of Al/CFRTP components obtained at room temperature. Overall, temperature compensation prolonged the wetting time of molten CFRTP on the aluminum alloy surface. When the fluidity and wettability were coordinated with each other, a high-quality joint was formed. In addition, the ultrasonic welding process of Al/CFRTP mainly relies on “physical adsorption,” “diffusion effect,” and “mechanical locking effect” to achieve sufficient bonding, and the effect of hydrogen bonding is weak.

在温度补偿装置的辅助下,通过超声波焊接连接了 5052 Al 和碳纤维增强聚酰胺 6 复合材料(CF-PA6)。研究了超声波焊接时间和温度补偿对接头微观结构和机械性能的影响。通过分析熔融碳纤维增强热塑性复合材料(CFRTP)的润湿性和流动性,阐明了 Al/CFRTP 的粘接机理和失效路径。结果表明,在温度补偿为 220 ℃、焊接时间为 1500 ms 的条件下,两种成分的接头强度达到 2480.4 N,比室温下获得的 Al/CFRTP 成分的接头强度高 813.6%。总体而言,温度补偿延长了熔融 CFRTP 在铝合金表面的润湿时间。当流动性和润湿性相互协调时,就能形成高质量的接头。此外,铝/CFRTP 超声波焊接工艺主要依靠 "物理吸附"、"扩散效应 "和 "机械锁定效应 "实现充分粘合,氢键作用较弱。
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引用次数: 0
Mechanism analysis of pitting induced by Al2O3 inclusions: insight from simulation calculation Al2O3 杂质诱发点蚀的机理分析:模拟计算的启示
IF 2.5 2区 材料科学 Pub Date : 2024-08-11 DOI: 10.1007/s42243-024-01298-z
Ting Wang, Bi-jun Hua, Xiang-jun Liu, Pei-hong Yang, Xiao-xia Shi, Ji-chun Yang, Li Zhou, Chang-qiao Yang

The micro-area characterization experiments like scanning Kelvin probe force microscope (SKPFM) and Kernel average misorientation have the defects of complex sample preparation and occasional errors in test results, which makes it impossible to accurately and quickly analyze the pitting behavior induced by inclusions in some cases, prompting attempts to turn to simulation calculation research. The method of calculating band structure and work function can be used to replace current-sensing atomic force microscopy and SKPFM to detect the potential and conductivity of the sample. The band structure results show that Al2O3 inclusion is an insulator and non-conductive, and it will not form galvanic corrosion with the matrix. Al2O3 inclusion does not dissolve because its work function is higher than that of the matrix. Moreover, the stress concentration of the matrix around the inclusion can be characterized by first-principles calculation coupled with finite element simulation. The results show that the stress concentration degree of the matrix around Al2O3 inclusion is serious, and the galvanic corrosion is formed between the high and the low stress concentration areas, which can be used to explain the reason of the pitting induced by Al2O3 inclusions.

扫描开尔文探针力显微镜(SKPFM)和内核平均错向等微区表征实验存在样品制备复杂、测试结果偶有误差等缺陷,导致在某些情况下无法准确快速地分析夹杂物诱导的点蚀行为,促使人们尝试转向模拟计算研究。计算能带结构和功函数的方法可用于替代电流感应原子力显微镜和 SKPFM 来检测样品的电位和电导率。带状结构结果表明,Al2O3 内含物是绝缘体,不导电,不会与基体形成电化学腐蚀。Al2O3 内含物不会溶解,因为它的功函数高于基体的功函数。此外,夹杂物周围基体的应力集中可以通过第一性原理计算和有限元模拟来表征。结果表明,Al2O3 包裹体周围基体的应力集中程度严重,在高应力集中区和低应力集中区之间形成了电化学腐蚀,这可以用来解释 Al2O3 包裹体诱发点蚀的原因。
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引用次数: 0
Melt flow, heat transfer and solidification in bloom continuous casting with combined vertical linear electromagnetic stirring and rotary electromagnetic stirring 组合式垂直直线电磁搅拌和旋转电磁搅拌下的熔体流动、传热和凝固
IF 2.5 2区 材料科学 Pub Date : 2024-08-09 DOI: 10.1007/s42243-024-01271-w
Ze-peng Wang, En-gang Wang, Zhong-xin Zhai
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引用次数: 0
Evaluation of capabilities of ultrasonic energy on failure load and corrosion resistance of friction stir lap welded Al–steel joints 评估超声波能量对摩擦搅拌搭接焊接铝钢接头破坏载荷和耐腐蚀性能的影响
IF 2.5 2区 材料科学 Pub Date : 2024-08-09 DOI: 10.1007/s42243-024-01286-3
Tao Liu, Song Gao, Lei Shi, Sachin Kumar, Zhi-ping Sun, Wei Zhao, Hui Zhang, Ning Guo
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引用次数: 0
Soft reduction control investigation of spot segregation in continuous casting bloom for 42CrMoA crankshaft steel 42CrMoA 曲轴钢连铸坯点偏析的减软控制研究
IF 2.5 2区 材料科学 Pub Date : 2024-08-08 DOI: 10.1007/s42243-024-01295-2
Hai-jie Wang, Ze Zhang, De-guo Fan, Chuan-hui Jiang, Bin-bin Zhang, Pu Wang, Jia-quan Zhang
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引用次数: 0
Mechanical properties and microstructure evolution of 1800 MPa grade low alloy ultrahigh strength steel during quenching and tempering process 1800 兆帕级低合金超高强度钢在淬火和回火过程中的力学性能和显微组织演变
IF 2.5 2区 材料科学 Pub Date : 2024-08-06 DOI: 10.1007/s42243-024-01289-0
Tong Wang, Yang-xin Wang, Chun-dong Hu, Peng-min Cao, Han Dong

The characterization techniques were employed like transmission electron microscope, X-ray diffraction and microstructural characterization to investigate microstructural evolution and impact of precipitate-phase precipitation on strength and toughness of a self-developed 32Si2CrNi2MoVNb steel during the quenching and tempering process. Research outputs indicated that the steel microstructure under the quenching state could be composed of martensite with a high dislocation density, a small amount of residual austenite, and many dispersed spherical MC carbides. In details, after tempering at 200 °C, fine needle-shaped ε-carbides would precipitate, which may improve yield strength and toughness of the steel. However, as compared to that after tempering at 200 °C, the average length of needle-shaped ε-carbides was found to increase to 144.1 ± 4 from 134.1 ± 3 nm after tempering at 340 °C. As a result, the yield strength may increase to 1505 ± 40 MPa, and the impact absorption energy (V-notch) may also decrease. Moreover, after tempering at 450 °C, those ε-carbides in the steel may transform into coarse rod-shaped cementite, and dislocation recoveries at such high tempering temperature may lead to decrease of strength and toughness of the steel. Finally, the following properties could be obtained: a yield strength of 1440 ± 35 MPa, an ultimate tensile strength of 1864 ± 50 MPa and an impact absorption energy of 45.9 ± 4 J, by means of rational composition design and microstructural control.

采用透射电子显微镜、X 射线衍射和微结构表征等表征技术,研究了自行开发的 32Si2CrNi2MoVNb 钢在淬火和回火过程中的微结构演变以及析出相析出对强度和韧性的影响。研究结果表明,钢在淬火状态下的显微组织可由高位错密度的马氏体、少量残余奥氏体和许多分散的球状 MC 碳化物组成。具体来说,在 200 °C 回火后,会析出细小的针状ε-碳化物,这可能会提高钢的屈服强度和韧性。然而,与 200 °C 回火后相比,针状ε-碳化物的平均长度从 340 °C 回火后的 134.1 ± 3 nm 增加到 144.1 ± 4 nm。因此,屈服强度可提高到 1505 ± 40 兆帕,冲击吸收能量(V 型缺口)也会降低。此外,在 450 ℃回火后,钢中的ε-碳化物可能会转变为粗大的棒状雪明碳酸盐,在如此高的回火温度下,位错恢复可能会导致钢的强度和韧性下降。最后,通过合理的成分设计和微观结构控制,可以获得以下性能:屈服强度为 1440 ± 35 MPa,极限抗拉强度为 1864 ± 50 MPa,冲击吸收能量为 45.9 ± 4 J。
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引用次数: 0
Microstructure evolution and mechanical properties improvement of (Ti8Zr6Nb4V5Cr4)100−xAlx lightweight high-entropy alloy by Laves phase transformation 通过拉维斯相变改善 (Ti8Zr6Nb4V5Cr4)100-xAlx 轻质高熵合金的微观结构演变和力学性能
IF 2.5 2区 材料科学 Pub Date : 2024-08-06 DOI: 10.1007/s42243-024-01280-9
Qin Xu, Cheng-yuan Guo, Qi Wang, Peng-yu Sun, Ya-jun Yin, Rui-run Chen

(Ti8Zr6Nb4V5Cr4)100−xAlx (x = 0, 0.1, 0.2, 0.3, 0.4 at.%) lightweight high-entropy alloys with different contents of Al were prepared via vacuum non-consumable arc melting method. Effects of adding varying Al contents on phase constitution, microstructure characteristics and mechanical properties of the lightweight alloys were studied. Results show that Ti8Zr6Nb4V5Cr4 alloy is composed of body-centered cubic (BCC) phase and C15 Laves phase, while (Ti8Zr6Nb4V5Cr4)100−xAlx lightweight high-entropy alloys by addition of Al are composed of BCC phase and C14 Laves phase. Addition of Al into Ti8Zr6Nb4V5Cr4 lightweight high-entropy alloy can transform C15 Laves phase to C14 Laves phase. With further addition of Al, BCC phase of alloys is significantly refined, and the volume fraction of C14 Laves phase is raised obviously. Meanwhile, the dimension of BCC phase in the alloy by addition of 0.3 at.% Al is the most refined and that of Laves phase is also obviously refined. Adding Al to Ti8Zr6Nb4V5Cr4 alloy can not only reduce the density of (Ti8Zr6Nb4V5Cr4)100−xAlx alloy, but also improve strength of (Ti8Zr6Nb4V5Cr4)100−xAlx alloy. As Al content increased from 0 to 0.4 at.%, the density of the alloy decreased from 6.22 ± 0.875 to 5.79 ± 0.679 g cm−3. Moreover, compressive strength of the alloy by 0.3 at.% Al addition is the highest to 1996.9 MPa, while fracture strain of the alloy is 16.82%. Strength improvement of alloys mainly results from microstructure refinement and precipitation of C14 Laves by Al addition into Ti8Zr6Nb4V5Cr4 lightweight high-entropy alloy.

(Ti8Zr6Nb4V5Cr4)100-xAlx (x = 0, 0.1, 0.2, 0.3, 0.4 at.%)不同铝含量的轻质高熵合金。研究了添加不同含量的铝对轻质合金的相组成、微观结构特征和机械性能的影响。结果表明,Ti8Zr6Nb4V5Cr4 合金由体心立方(BCC)相和 C15 Laves 相组成,而添加 Al 的 (Ti8Zr6Nb4V5Cr4)100-xAlx 轻质高熵合金由 BCC 相和 C14 Laves 相组成。在 Ti8Zr6Nb4V5Cr4 轻质高熵合金中添加 Al,可将 C15 Laves 相转变为 C14 Laves 相。随着 Al 的进一步添加,合金的 BCC 相显著细化,C14 Laves 相的体积分数明显提高。同时,添加 0.3% Al 的合金中 BCC 相的尺寸最细化,Laves 相的尺寸也明显细化。在 Ti8Zr6Nb4V5Cr4 合金中添加 Al 不仅能降低(Ti8Zr6Nb4V5Cr4)100-xAlx 合金的密度,还能提高(Ti8Zr6Nb4V5Cr4)100-xAlx 合金的强度。随着铝含量从 0% 增加到 0.4%,合金的密度从 6.22 ± 0.875 g cm-3 降至 5.79 ± 0.679 g cm-3。此外,添加 0.3 % Al 的合金的抗压强度最高,达到 1996.9 MPa,而合金的断裂应变为 16.82%。合金强度的提高主要源于 Ti8Zr6Nb4V5Cr4 轻质高熵合金的微观结构细化和 Al 添加后 C14 Laves 的析出。
{"title":"Microstructure evolution and mechanical properties improvement of (Ti8Zr6Nb4V5Cr4)100−xAlx lightweight high-entropy alloy by Laves phase transformation","authors":"Qin Xu, Cheng-yuan Guo, Qi Wang, Peng-yu Sun, Ya-jun Yin, Rui-run Chen","doi":"10.1007/s42243-024-01280-9","DOIUrl":"https://doi.org/10.1007/s42243-024-01280-9","url":null,"abstract":"<p>(Ti<sub>8</sub>Zr<sub>6</sub>Nb<sub>4</sub>V<sub>5</sub>Cr<sub>4</sub>)<sub>100−<i>x</i></sub>Al<sub><i>x</i></sub> (<i>x</i> = 0, 0.1, 0.2, 0.3, 0.4 at.%) lightweight high-entropy alloys with different contents of Al were prepared via vacuum non-consumable arc melting method. Effects of adding varying Al contents on phase constitution, microstructure characteristics and mechanical properties of the lightweight alloys were studied. Results show that Ti<sub>8</sub>Zr<sub>6</sub>Nb<sub>4</sub>V<sub>5</sub>Cr<sub>4</sub> alloy is composed of body-centered cubic (BCC) phase and C15 Laves phase, while (Ti<sub>8</sub>Zr<sub>6</sub>Nb<sub>4</sub>V<sub>5</sub>Cr<sub>4</sub>)<sub>100−<i>x</i></sub>Al<sub><i>x</i></sub> lightweight high-entropy alloys by addition of Al are composed of BCC phase and C14 Laves phase. Addition of Al into Ti<sub>8</sub>Zr<sub>6</sub>Nb<sub>4</sub>V<sub>5</sub>Cr<sub>4</sub> lightweight high-entropy alloy can transform C15 Laves phase to C14 Laves phase. With further addition of Al, BCC phase of alloys is significantly refined, and the volume fraction of C14 Laves phase is raised obviously. Meanwhile, the dimension of BCC phase in the alloy by addition of 0.3 at.% Al is the most refined and that of Laves phase is also obviously refined. Adding Al to Ti<sub>8</sub>Zr<sub>6</sub>Nb<sub>4</sub>V<sub>5</sub>Cr<sub>4</sub> alloy can not only reduce the density of (Ti<sub>8</sub>Zr<sub>6</sub>Nb<sub>4</sub>V<sub>5</sub>Cr<sub>4</sub>)<sub>100−<i>x</i></sub>Al<sub><i>x</i></sub> alloy, but also improve strength of (Ti<sub>8</sub>Zr<sub>6</sub>Nb<sub>4</sub>V<sub>5</sub>Cr<sub>4</sub>)<sub>100−<i>x</i></sub>Al<sub><i>x</i></sub> alloy. As Al content increased from 0 to 0.4 at.%, the density of the alloy decreased from 6.22 ± 0.875 to 5.79 ± 0.679 g cm<sup>−3</sup>. Moreover, compressive strength of the alloy by 0.3 at.% Al addition is the highest to 1996.9 MPa, while fracture strain of the alloy is 16.82%. Strength improvement of alloys mainly results from microstructure refinement and precipitation of C14 Laves by Al addition into Ti<sub>8</sub>Zr<sub>6</sub>Nb<sub>4</sub>V<sub>5</sub>Cr<sub>4</sub> lightweight high-entropy alloy.</p>","PeriodicalId":16151,"journal":{"name":"Journal of Iron and Steel Research International","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141944355","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
Reaction intermediates and products characterisation of NH3 in desulphurisation with activated coke 活性焦脱硫过程中 NH3 的反应中间产物和产物特征
IF 2.5 2区 材料科学 Pub Date : 2024-08-06 DOI: 10.1007/s42243-024-01241-2
Wei-li Zhang, Meng Wang, Wen-zhe Si, Jun-hua Li

The sulphate is an important factor restricting the efficient and stable operation of the activated coke (AC) flue gas purification system. The simulation experiments and in situ infrared tests of AC taken from desorption tower of the AC flue gas purification system were carried out to first calibrate the thermal desorption characteristics of adsorbed NH3 and sulphate and explore the reaction behaviour of NH3 with SO2 and H2SO4. On this basis, some advice for optimising the sulphate generation was put forward to improve the purification efficiency of the AC system. The results show that the temperatures of the desorption of adsorbed NH3, the decomposition of (NH4)2SO4 and NH4HSO4 are 224, 276 and 319 °C, respectively, which lays the foundation for the quantitative analysis of sulphate on AC. Regardless of the NH3 amount, only a small portion of H2SO4 is converted to sulphate, as the H2SO4 deposited in AC pores or agglomerated together could not come into contact with NH3. The final reaction product of NH3 and SO2 is mainly (NH4)2SO4 which is continuously generated because the newly generated H2SO4 is continually exposed to NH3, if NH3 is enough. The reaction of NH3 with H2SO4 takes precedence over with NH4HSO4. In the initial stages in which H2SO4 is exposed to NH3, the product is essentially all NH4HSO4 as intermediate. Then, it is further converted to (NH4)2SO4 whose amount reaches equilibrium when the accessible H2SO4 is exhausted. All the NH3 adsorbed on AC entering the desulphurisation tower generates NH4HSO4, but the amount is limited. The remaining SO2 entering the denitrification tower mainly generates (NH4)2SO4; thus, limiting the remaining SO2 amount is necessary to guarantee denitrification efficiency. When the NH3 injection is changed to the desulphurisation tower, the initial NH3 injection rate can be increased to complete the conversion of accessible H2SO4 as soon as possible in order to obtain higher denitrification efficiency.

硫酸盐是制约活性焦(AC)烟气净化系统高效稳定运行的重要因素。通过对活性焦烟气净化系统解吸塔中的活性焦进行模拟实验和原位红外测试,首先校准了吸附的 NH3 和硫酸盐的热解吸特性,并探索了 NH3 与 SO2 和 H2SO4 的反应行为。在此基础上,提出了一些优化硫酸盐生成的建议,以提高交流系统的净化效率。结果表明,吸附的 NH3 的解吸温度、(NH4)2SO4 和 NH4HSO4 的分解温度分别为 224、276 和 319 °C,这为定量分析 AC 上的硫酸盐奠定了基础。由于沉积在 AC 孔隙中或聚集在一起的 H2SO4 无法与 NH3 接触,因此无论 NH3 含量多少,只有一小部分 H2SO4 转化为硫酸盐。NH3 和 SO2 的最终反应产物主要是 (NH4)2SO4,如果有足够的 NH3,新生成的 H2SO4 会不断接触到 NH3,从而不断生成 (NH4)2SO4。NH3 与 H2SO4 的反应优先于与 NH4HSO4 的反应。在 H2SO4 与 NH3 发生反应的最初阶段,生成物基本上都是 NH4HSO4 作为中间体。然后,它会进一步转化为 (NH4)2SO4,当可获取的 H2SO4 用完时,其数量达到平衡。进入脱硫塔的 AC 上吸附的所有 NH3 都会生成 NH4HSO4,但数量有限。进入脱硝塔的剩余二氧化硫主要生成 (NH4)2SO4;因此,限制剩余二氧化硫的数量是保证脱硝效率的必要条件。当 NH3 注入量改为脱硫塔时,可增加初始 NH3 注入量,以尽快完成可获得的 H2SO4 的转化,从而获得更高的脱硝效率。
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引用次数: 0
Construction of a prediction model for properties of wear-resistant steel using industrial data based on machine learning approach 基于机器学习方法,利用工业数据构建耐磨钢性能预测模型
IF 2.5 2区 材料科学 Pub Date : 2024-08-05 DOI: 10.1007/s42243-024-01279-2
Xue-yun Gao, Wen-bo Fan, Lei Xing, Hui-jie Tan, Xiao-ming Yuan, Hai-yan Wang

A prediction model leveraging machine learning was developed to forecast the tensile strength of wear-resistant steels, focusing on the relationship between composition, hot rolling process parameters and resulting properties. Multiple machine learning algorithms were compared, with the deep neural network (DNN) model outperforming others including random forests, gradient boosting regression, support vector regression, extreme gradient boosting, ridge regression, multi-layer perceptron, linear regression and decision tree. The DNN model was meticulously optimized, achieving a training set mean squared error (MSE) of 14.177 with a coefficient of determination (R2) of 0.973 and a test set MSE of 21.573 with an R2 of 0.960, reflecting its strong predictive capabilities and generalization to unseen data. In order to further confirm the predictive ability of the model, an experimental validation was carried out, involving the preparation of five different steel samples. The tensile strength of each sample was predicted and then compared to actual measurements, with the error of the results consistently below 5%.

利用机器学习技术开发了一种预测模型,用于预测耐磨钢的抗拉强度,重点关注成分、热轧工艺参数和最终性能之间的关系。对多种机器学习算法进行了比较,结果发现深度神经网络(DNN)模型优于随机森林、梯度提升回归、支持向量回归、极端梯度提升、脊回归、多层感知器、线性回归和决策树等其他算法。DNN 模型经过精心优化,训练集的均方误差(MSE)为 14.177,判定系数(R2)为 0.973;测试集的均方误差(MSE)为 21.573,判定系数(R2)为 0.960,反映出其强大的预测能力和对未见数据的泛化能力。为了进一步证实模型的预测能力,我们进行了实验验证,包括制备五个不同的钢材样品。对每个样品的拉伸强度进行预测,然后与实际测量结果进行比较,结果误差始终低于 5%。
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引用次数: 0
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Journal of Iron and Steel Research International
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