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AWWA MTC61128
- Predicting Performance of Membrane Systems: Neural Networks
- Conference Proceeding by American Water Works Association, 03/01/2005
- Publisher: AWWA
$12.00$24.00
This slide presentation outlines information on learning from past experiences even foradvanced processes such as microfiltration (MF)/ultrafiltration (UF)using artificial neural networks and usethat knowledge to predict futureperformance. Topics covered include: basics of artificial neural networks (ANN); analogy to brain; typical ANN and one with more hidden layers; ANN application requirements; application to MF/UF; feed water turbidity and temperature; input and output parameters; training data; data used for training; ANN program; prediction vs. actual data; effect of temperature; relative importance: and, W/ & W/O temperature correction. Includes figures.
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