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多相体系中固含率的水听器检测

Keywords: 水听器,固含率,偏最小二乘法(PLS)

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Abstract:

通过水听器检测技术,结合偏最小二乘法(PLS)分析,实现了对气液固三相搅拌釜内固含率的检测.通过对水听器信号的特征分析得出了固体运动的特征频段,发现PLS建模方法能够从物理意义上反映固体运动的特征频段,并建立了PLS回归模型的固含率.结果表明,模型所得固含率预测值与真实值的相关系数大于0.89,平均相对误差小于1.02%,预测均方差小于1.73%,具有较好的预测效果.

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