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Adaptive kernel principal component analysis (KPCA) for monitoring small disturbances of nonlinear processes

Chun-Yuan Cheng, Auteur ; Chun-Chin Hsu, Auteur ; Mu-Chen Chen, Auteur |

Dans Industrial & engineering chemistry research (Vol. 49 N° 5, Mars 2010)

The Tennessee Eastman (TE) process, created by Eastman Chemical Company, is a complex nonlinear process. Many previous studies focus on the detectability of monitoring a multivariate process by using TE process as an example. Principal component[...]

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