从哥伦比亚东部科迪勒拉煤的性质导出半焦各向异性指数的预测模型

Eliana Romero-Salcedo, Sandra Manosalva-Sánchez, Wilson Naranjo-Merchán, Oscar Garcia-Cabrejo, M. Bermúdez, Juan Gómez-Neita
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引用次数: 0

摘要

根据半焦前驱煤的性质,建立了半焦焦各向异性商(CAQ)的理论模型。这是确定半焦在高炉中的阻力和反应性的有用参数。对36个半焦样品进行了结构分析和流动性测试,以确定真正的CAQ。观察到的主要织构为:高挥发性烟煤(HVB)的各向同性和圆形织构;中挥发性烟煤(MVB)为透镜状和细带状;低挥发性烟煤(LVB)用中、厚色带。CAQ在1 ~ 11之间变化。主成分分析(PCA)和多元回归,以区分某些煤性质的重要性,确定要识别的CAQ和估计数学模型的参数。统计分析表明,煤的流动性、挥发分和Ro值是预测CAQ的最佳指标。然后使用来自波兰的第二个数据集测试了该模型结果的准确性。这项工作优化了标准数据集在预测CAQ的有用性,提供了一种可以在哥伦比亚焦炭生产中实施的质量控制手段。
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A Predictive Model for the Anisotropy Index of Semi-Coke Derived from the Properties of Colombia's Eastern Cordillera Coals
This study developed a theoretical model for the determination of the Coke Anisotropy Quotient (CAQ) of semi-coke from the properties of its precursor coal. This is an useful parameter to define the resistance and reactivity of semi-coke in the blast furnace. For 36 semi-coke samples, a textural analysis was performed alongside a fluidity test to determine the real CAQ. The main textures observed were: isotropic and circular for high volatile bituminous coals (HVB); lenticular and fine ribbons for the medium volatile bituminous coals (MVB); and medium and thick ribbons for the low volatile bituminous coals (LVB). The CAQ varied in a range from 1 to 11. A principal component analysis (PCA) and multiple regression to discriminate the importance of certain coal properties, in determining the CAQ to be recognized and to estimate parameters of the mathematical model. The statistical analysis suggested that CAQ can be best predicted from the fluidity, volatile matter, and Ro of the parent coals. The veracity of this model result was then tested using a second dataset from Poland. This work optimizes the usefulness of standard datasets in the prediction of CAQ's offering a means of quality control that could be implemented in Colombian coke production.
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