Neural network frames. Application to biochemical kinetic diagnosis
Identifieur interne : 002F87 ( Main/Merge ); précédent : 002F86; suivant : 002F88Neural network frames. Application to biochemical kinetic diagnosis
Auteurs : O. Iordache [France] ; J. P. Corriou ; L. Garrido-Sanchez ; C. Fonteix ; Daniel Tondeur [France]Source :
- Computers & chemical engineering [ 0098-1354 ] ; 1993.
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Abstract
The diagnosis of chemical kinetics in chemical plants can be viewed as a process of classification. Recorded data can be associated with different types of kinetic models and the type of kinetics can be classified by comparison with previously recorded data. A new frame for a neural network (NN) is proposed in order to carry out the classification. The potentialities of this adaptive, hierarchized frame organized as a «polystochastic» model have been investigated here. The underlying approach is based on the use of distances between two paths of observed kinetic data. A matrix of distances results from a set of possible kinetic models, and algorithms for classifying models are developed using this matrix
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Recorded data can be associated with different types of kinetic models and the type of kinetics can be classified by comparison with previously recorded data. A new frame for a neural network (NN) is proposed in order to carry out the classification. The potentialities of this adaptive, hierarchized frame organized as a «polystochastic» model have been investigated here. The underlying approach is based on the use of distances between two paths of observed kinetic data. A matrix of distances results from a set of possible kinetic models, and algorithms for classifying models are developed using this matrix</div></front></TEI><affiliations><list><country><li>France</li></country><region><li>Grand Est</li><li>Lorraine (région)</li></region><settlement><li>Nancy</li></settlement><orgName><li>Centre national de la recherche scientifique</li><li>Laboratoire réactions et génie des procédés</li><li>Université de Lorraine</li></orgName></list><tree><noCountry><name sortKey="Corriou, J P" sort="Corriou, J P" uniqKey="Corriou J" first="J. P." last="Corriou">J. P. Corriou</name><name sortKey="Fonteix, C" sort="Fonteix, C" uniqKey="Fonteix C" first="C." last="Fonteix">C. Fonteix</name><name sortKey="Garrido Sanchez, L" sort="Garrido Sanchez, L" uniqKey="Garrido Sanchez L" first="L." last="Garrido-Sanchez">L. Garrido-Sanchez</name></noCountry><country name="France"><region name="Grand Est"><name sortKey="Iordache, O" sort="Iordache, O" uniqKey="Iordache O" first="O." last="Iordache">O. Iordache</name></region><name sortKey="Tondeur, D" sort="Tondeur, D" uniqKey="Tondeur D" first="D." last="Tondeur">Daniel Tondeur</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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