Predicting Methyl Violet Adsorption by Modified Palm Fiber Using ANN

Language: English

Published by LAP LAMBERT Academic Publishing Mai 2020, 2020

6202565373 / 9786202565370

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This item is printed on demand - Print on Demand Titel. Neuware -In this book, bio-absorbent palm fiber was applied for removal of cationic violet methyl dye from water solution. For this purpose, a solid phase extraction method combined with the artificial neural network (ANN) was used for preconcentration and determination of removal level of violet methyl dye. This method is influenced by factors such as pH, the contact time, the rotation speed, and the adsorbent dosage. In order to find a suitable model of parameters and calculate the desired output, two radial basis function (RBF) and multi-layer perceptron (MLP) non-recursive functions, which are among widely used artificial neural networks, were used for training the input data. The performance of this method is tested by common statistical parameters including RMSE, MAE, and CE. The results show that the artificial neural network algorithm has a good performance in simulating and predicting the removal of violet methyl dye.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 52 pp. Englisch.

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Title
Predicting Methyl Violet Adsorption by Modified Palm Fiber Using ANN
Author
Rashin Andayesh
Publisher
LAP LAMBERT Academic Publishing Mai 2020
Publication year
2020
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
6202565373
ISBN 13
9786202565370
Item weight
96 grams
Dimensions
220x150x4 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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