A hybrid methodology for on-line process monitoring

Kumar, Rakesh ; Jade, Avinash M. ; Jayaraman, Valadi K. ; Kulkarni, Bhaskar D. (2004) A hybrid methodology for on-line process monitoring International Journal of Chemical Reactor Engineering., 2 (1). pp. 1-18. ISSN 1542-6580

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Official URL: http://www.degruyter.com/view/j/ijcre.2004.2.1/ijc...

Related URL: http://dx.doi.org/10.2202/1542-6580.1119


A hybrid strategy of using (i) locally linear embedding for nonlinear dimensionality reduction of high dimensional data and (ii) support vector machines for classification of the resultant features is proposed as a robust methodology for process monitoring. Illustrative examples substantiate the methodology vis-a-vis current practice.

Item Type:Article
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ID Code:85694
Deposited On:05 Mar 2012 14:01
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