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Polymer and Separations (PolySep) ResearchLaboratory |
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Last update: 09/07/2006
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Research Interests
Current ProjectOne of the more important issues of membrane technology for water treatment and desalination is the characterization of operation parameters that affect fouling. Prediction of the occurence of membrane fouling and scaling is crucial to establishing effective fouling and scaling mitigation strategies (including membrane cleaning cycles) be regenerated and/or renewed. This prediction is also important for predicting the operation pressure and the flow/permeation resistance. The present project deals with characterization of membrane fouling using neural networks based on extensive historical data. The influence of process variables will be classified using an ARTMAP neural network and also using Cohonen maps and the major influence of variables will be determined. Experimental work will also be conducted to validate model predictions.
Publications and Conference Presentations:
Contact InformationSend E-Mail to Dan Libotean
Departament d'Enginyeria
Química
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Copyright © [2003] [PolySep Research Laboratory - UCLA] |
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