【摘要】 利用支持向量机建立工业分析与元素分析的转化模型,并采用遗传算法对工况进行参数寻优(即GA-SVM模型),为燃烧提供了更好的指导。实验结果表明,模型具有更高的预测精度,且适用于更宽的煤质范围,研究成果具有一定理论意义和应用价值。更多还原

【Abstract】 Using genetic algorithm to search the optimum solution of the SVM model which was used to set up the transformation model(GA-SVM model) of industrial analysis and elemental analysis, so as to provide better guidance for combustion. The results show that, the model performs higher prediction accuracy and faster computing speed, and is suitable for a wider range of coal quality.更多还原