首页> 外文期刊>Journal of Korean Institute of Metal and Materials >Sensitivity of Microstructuml Factors Influencing the Impact Toughness of Hypoeutectoid Steels with Ferrite-Pearlite Structure using Multiple Regression Analysis
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Sensitivity of Microstructuml Factors Influencing the Impact Toughness of Hypoeutectoid Steels with Ferrite-Pearlite Structure using Multiple Regression Analysis

机译:多元回归分析对铁素体-珠光体结构次共析钢的冲击韧性影响的微观结构因素敏感性

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摘要

In this study, the effect of microstructural factors on the impact toughness of hypoeutectoid steels with ferrite-pearlite structure was quantitatively investigated using multiple regression analysis. Microstructural analysis results showed that the pearlite fraction increased with increasing austenitizing temperature and decreasing transformation temperature which substantially decreased the pearlite interlamellar spacing and cementite thickness depending on carbon content. The impact toughness of hypoeutectoid steels usually increased as interlamellar spacing or cementite thickness decreased, although the impact toughness was largely associated with pearlite fraction. Based on these results, multiple regression analysis was performed to understand the individual effect of pearlite fraction, interlamellar spacing, and cementite thickness on the impact toughness. The regression analysis results revealed that pearlite fraction significantly affected impact toughness at room temperature, while cementite thickness did at low temperature.
机译:在这项研究中,使用多元回归分析定量研究了微观结构因素对具有铁素体-珠光体组织的亚共析钢的冲击韧性的影响。显微组织分析结果表明,随着奥氏体化温度的升高和相变温度的降低,珠光体的含量增加,这实际上降低了珠光体的层间间距和渗碳体的厚度,具体取决于碳含量。次共析钢的冲击韧性通常随着层间间距或渗碳体厚度的减小而增加,尽管冲击韧性主要与珠光体分数有关。基于这些结果,进行了多元回归分析,以了解珠光体分数,层间间距和渗碳体厚度对冲击韧性的单独影响。回归分析结果表明,珠光体组分在室温下显着影响冲击韧性,而渗碳体厚度在低温下显着。

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