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Journal of Scientific and Industrial Research (JSIR) >
JSIR Vol.66 [2007] >
JSIR Vol.66(07) [July 2007] >
| Title: | Modeling of desilication of agro based black liquor using artificial neural networks |
| Authors: | Mandavgane, Sachin A
Pandharipande, S L
Subramanian, D |
| Keywords: | Artificial neural networks (ANN)
Black liquor
Carbonation
Pulp and paper mills |
| Issue Date: | Jul-2007 |
| Publisher: | CSIR |
| IPC Code: | G06N3/02; D21F |
| Abstract: | Black liquor, obtained from agricultural residues and used as raw material for paper production, contains additional
silica, which causes serious processing problems. In present work, multi layer perceptron (MLP) ANN with GDR based
learning have been developed for estimation of silica concentration, lignin concentration, degree of desilication and
delignification as a function of pH and time. ANNs model thus developed with one hidden layer was found to be of good
accuracy level, both for training and test data set. |
| Page(s): | 517-521 |
| ISSN: | 0022-4456 |
| Source: | JSIR Vol.66(07) [July 2007]
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