Process monitoring via enhanced neighborhood preserving embedding

A novel process monitoring scheme named enhanced neighborhood preserving embedding (ENPE) is proposed. Neighborhood preserving embedding (NPE) only considers the reconstruction error on the basis of each local neighborhood is linear. For the purpose of addressing both the reconstruction error and th...

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Veröffentlicht in:	Control engineering practice 2016-05, Vol.50, p.48-56
Hauptverfasser:	Song, Bing, Tan, Shuai, Shi, Hongbo
Format:	Artikel
Sprache:	eng
Schlagworte:	Benchmarking Dual weight matrix Enhanced neighborhood preserving embedding Enhanced objective function Errors Mathematical analysis Mathematical models Monitoring Neighborhood preserving embedding Preserving Principal component analysis Process monitoring Reconstruction
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