题目：Geometric properties of partial least squares for process monitoring ...
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Geometric properties of partial least squares for process monitoring(过程监控的偏最小二乘几何性质) -
A comparison and evaluation of key performance indicator-based multivariate statistics process mo...题目：A comparison and evaluation of key performance indicator-based multiv...
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Multiblock PLS-based localized process diagnosis(基于多模块PLS 局部化过程诊断)
论文题目：Multiblock PLS-based localized processdiagnosis 基于多模块的PLS 局部化...
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Total Projection to Latent Structures for Process Monitoring(用于过程监控的潜在结构的全投影)题目：Total Projection to Latent Structures forProcess Monitoring ...
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C-PLS(Concurrent Projection to Latent Structures)并发潜结构映射1、提出原因： PLS： 第一，在得分空间中构造的统汁量T2，包含了与输出正交的成分，但这些变量与输出是不相关的。 第二，PLS不像PC...
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ICA(Independent Component Analysis)一、背景： seeks to extract these independent components and the mixing matri...
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PLS(Partial Least Squares)偏最小二乘1、模型 2、模型的引入 3、模型的求解——非线性迭代偏最小二乘法NIPALS 4、确定主成分的个数——交叉验证 6、其他
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PCA(Principal Component Analysis )主成分分析1、模型 2、模型求解 2.1非线性迭代最小二乘NIPALS 2.2X的协方差矩阵的特征值分解和SVD分解 3、主元个数的选取——累积方差贡献率...
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基于多元统计的工业故障检测，诊断
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