KPCA

代码说明：

说明：  KPCA实现数据降维，数据部分可以自己改，用的是TE故障中的一组数据(KPCA realizes data dimension reduction, and the data part can be changed by itself. It USES a set of data in TE fault)

文件列表：

KPCA, 0 , 2020-10-19
KPCA\TE_Data\TE_Data.mat, 4968221 , 2010-10-12
KPCA\TE_Data, 0 , 2020-10-19
KPCA\kpcajw.m, 1537 , 2020-10-13
KPCA\KernelPCA, 0 , 2020-10-06
KPCA\KernelPCA\Kernel.m, 6059 , 2020-05-06
KPCA\KernelPCA\KernelPCA.m, 14265 , 2020-05-06
KPCA\KernelPCA\KernelPCAFunction.m, 3884 , 2020-05-06
KPCA\KernelPCA\Visualization.m, 5002 , 2020-05-07
KPCA\TE.m, 455 , 2020-10-06
KPCA\TE_Data.mat, 4968221 , 2010-10-12
KPCA\Untitled.m, 477 , 2020-10-06
KPCA\contents.m, 1807 , 2020-05-06
KPCA\data, 0 , 2020-10-06
KPCA\data\banana.mat, 4118 , 2020-05-06
KPCA\data\circle.mat, 4983 , 2020-05-06
KPCA\data\teprocess.mat, 418823 , 2019-11-15
KPCA\demo_DR.m, 609 , 2020-05-07
KPCA\demo_DR_with_reconstruction.m, 676 , 2020-05-06
KPCA\demo_FD.m, 585 , 2020-05-06
KPCA\demo_FD_with_diagnosis.m, 1411 , 2020-05-06
KPCA\demo_kernel_function.m, 1459 , 2020-04-19
KPCA\refs, 0 , 2020-10-06
KPCA\refs\Bak_r et al_2004_Learning to find pre-images.pdf, 246940 , 2020-05-05
KPCA\refs\Deng_Tian_2011_A new fault isolation method based on unified contribution plots.pdf, 125900 , 2019-04-11
KPCA\refs\Lee et al_2004_Nonlinear process monitoring using kernel principal component analysis.pdf, 430466 , 2018-11-07