The Design and Implementation of Adsorptive Removal of Cu(II) from Leachate Using ANFIS
Joint Authors
Turan, Nurdan Gamze
Ozgonenel, Okan
Source
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-06-11
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
Clinoptilolite was investigated for the removal of Cu(II) ions from industrial leachate.
Adaptive neural fuzzy interface system (ANFIS) was used for modeling the batch experimental system and predicting the optimal input values, that is, initial pH, adsorbent dosage, and contact time.
Experiments were studied under laboratory batch and fixed bed conditions.
The outcomes of suggested ANFIS modeling were then compared to a full factorial experimental design (23), which was utilized to assess the effect of three factors on the adsorption of Cu(II) ions in aqueous leachate of industrial waste.
It was observed that the optimized parameters are almost close to each other.
The highest removal efficiency was found as about 93.65% at pH 6, adsorbent dosage 11.4 g/L, and contact time 33 min for batch conditions of 23 experimental design and about 90.43% at pH 5, adsorbent dosage 15 g/L and contact time 35 min for batch conditions of ANFIS.
The results show that clinoptilolite is an efficient sorbent and ANFIS, which is easy to implement and is able to model the batch experimental system.
American Psychological Association (APA)
Turan, Nurdan Gamze& Ozgonenel, Okan. 2013. The Design and Implementation of Adsorptive Removal of Cu(II) from Leachate Using ANFIS. The Scientific World Journal،Vol. 2013, no. 2013, pp.1-9.
https://search.emarefa.net/detail/BIM-1033080
Modern Language Association (MLA)
Turan, Nurdan Gamze& Ozgonenel, Okan. The Design and Implementation of Adsorptive Removal of Cu(II) from Leachate Using ANFIS. The Scientific World Journal No. 2013 (2013), pp.1-9.
https://search.emarefa.net/detail/BIM-1033080
American Medical Association (AMA)
Turan, Nurdan Gamze& Ozgonenel, Okan. The Design and Implementation of Adsorptive Removal of Cu(II) from Leachate Using ANFIS. The Scientific World Journal. 2013. Vol. 2013, no. 2013, pp.1-9.
https://search.emarefa.net/detail/BIM-1033080
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1033080