A Hybrid Methodology For On-Line Process Monitoring
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| 024 | 7 | 0 | |a 10.2202/1542-6580.1119 |2 doi |
| 035 | |a (NATIONALLICENCE)gruyter-10.2202/1542-6580.1119 | ||
| 245 | 0 | 2 | |a A Hybrid Methodology For On-Line Process Monitoring |h [Elektronische Daten] |c [Rakesh Kumar, Avinash M. Jade, Valadi K. Jayaraman, Bhaskar D. Kulkarni] |
| 520 | 3 | |a 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-à-vis current practice. | |
| 540 | |a ©2011 Walter de Gruyter GmbH & Co. KG, Berlin/Boston | ||
| 690 | 7 | |a Process Monitoring |2 nationallicence | |
| 690 | 7 | |a Process monitoring |2 nationallicence | |
| 690 | 7 | |a locally linear embedding |2 nationallicence | |
| 690 | 7 | |a abnormality detection |2 nationallicence | |
| 690 | 7 | |a support vector domain distribution |2 nationallicence | |
| 690 | 7 | |a novelty detection |2 nationallicence | |
| 690 | 7 | |a single class classification |2 nationallicence | |
| 700 | 1 | |a Kumar |D Rakesh |u Chemical Engineering Division, National Chemical Laboratory, Pune, India, rhgarg@yahoo.com |4 aut | |
| 700 | 1 | |a Jade |D Avinash M. |u Chemical Engineering Division. National Chemical Laboratory, Pune, India, amjade@rediffmail.com |4 aut | |
| 700 | 1 | |a Jayaraman |D Valadi K. |u Chemical Engineering Division. National Chemical Laboratory, Pune, India, jayaram@che.ncl.res.in |4 aut | |
| 700 | 1 | |a Kulkarni |D Bhaskar D. |u Chemical Engineering Division. National Chemical Laboratory, Pune, India, bdk@ems.ncl.res.in |4 aut | |
| 773 | 0 | |t International Journal of Chemical Reactor Engineering |d De Gruyter |g 2/1(2004-05-06) |q 2:1 |1 2004 |2 2 |o ijcre | |
| 856 | 4 | 0 | |u https://doi.org/10.2202/1542-6580.1119 |q text/html |z Onlinezugriff via DOI |
| 908 | |D 1 |a research article |2 jats | ||
| 950 | |B NATIONALLICENCE |P 856 |E 40 |u https://doi.org/10.2202/1542-6580.1119 |q text/html |z Onlinezugriff via DOI | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Kumar |D Rakesh |u Chemical Engineering Division, National Chemical Laboratory, Pune, India, rhgarg@yahoo.com |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Jade |D Avinash M. |u Chemical Engineering Division. National Chemical Laboratory, Pune, India, amjade@rediffmail.com |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Jayaraman |D Valadi K. |u Chemical Engineering Division. National Chemical Laboratory, Pune, India, jayaram@che.ncl.res.in |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Kulkarni |D Bhaskar D. |u Chemical Engineering Division. National Chemical Laboratory, Pune, India, bdk@ems.ncl.res.in |4 aut | ||
| 950 | |B NATIONALLICENCE |P 773 |E 0- |t International Journal of Chemical Reactor Engineering |d De Gruyter |g 2/1(2004-05-06) |q 2:1 |1 2004 |2 2 |o ijcre | ||
| 900 | 7 | |b CC0 |u http://creativecommons.org/publicdomain/zero/1.0 |2 nationallicence | |
| 898 | |a BK010053 |b XK010053 |c XK010000 | ||
| 949 | |B NATIONALLICENCE |F NATIONALLICENCE |b NL-gruyter | ||