A novel method is proposed in developing soft sensor based on the nonlinear principal components obtained from kernel principal component analysis (PCA) technique to deal with the nonlinear characteristics of data.

 
  • 摘要提出了基于核函數主元分析(PCA)方法提取變量的特徵信息以有效處理非線(xiàn)性數據,并在此基礎上進(jìn)行軟測量建模的方法。
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