matlab实现动态PCA故障检测我要分享

Dynamic PCA fault detection based on MATLAB

动态-PCA dpca--检测 动态PCA DPCA-故障 动态PCA故障检测

关注次数: 501

下载次数: 8

文件大小: 487KB

代码分类: 仿真计算

开发平台: matlab

下载需要积分: 1积分

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代码描述

中文说明:

matlab实现动态PCA故障检测,matlab2018下可以运行。


English Description:

MATLAB realizes dynamic PCA fault detection, which can be run in MATLAB 2018.


代码预览

dPCA-master

dPCA-master\.gitignore

dPCA-master\.travis.yml

dPCA-master\License.md

dPCA-master\README.md

dPCA-master\matlab

dPCA-master\matlab\dpca.m

dPCA-master\matlab\dpca_classificationAccuracy.m

dPCA-master\matlab\dpca_classificationPlot.m

dPCA-master\matlab\dpca_classificationShuffled.m

dPCA-master\matlab\dpca_demo.m

dPCA-master\matlab\dpca_explainedVariance.m

dPCA-master\matlab\dpca_getNoiseCovariance.m

dPCA-master\matlab\dpca_getTestTrials.m

dPCA-master\matlab\dpca_marginalize.m

dPCA-master\matlab\dpca_optimizeLambda.m

dPCA-master\matlab\dpca_perMarginalization.m

dPCA-master\matlab\dpca_pinv.m

dPCA-master\matlab\dpca_plot.m

dPCA-master\matlab\dpca_plot_default.m

dPCA-master\matlab\dpca_signifComponents.m

dPCA-master\matlab\tmp_classification_accuracy.mat

dPCA-master\matlab\tmp_optimalLambdas.mat

dPCA-master\python

dPCA-master\python\README.rst

dPCA-master\python\dPCA

dPCA-master\python\dPCA\__init__.py

dPCA-master\python\dPCA\dPCA.py

dPCA-master\python\dPCA\nan_shuffle.pyx

dPCA-master\python\dPCA_demo.ipynb

dPCA-master\python\requirements.txt

dPCA-master\python\setup.py