Paper Title:
Studying Fitting Effect by ANFIS in the Electrodialysis Process
  Abstract

Fuzzy system is known to predict model in the electrodialysis process. This paper aimed to study fitting effect by ANFIS in a laboratory scale ED cell. Separation percent of NaCl solution is mainly as a function of concentration, temperature, flow rate and voltage. Besides, ANFIS(Adaptive Neuro-Fuzzy Inference System) based on Sugeno fuzzy model, its structure was similar to neural network and could generate fuzzy rules automatically, using the error back propagation algorithm and least square method to adjust the parameters of fuzzy inference system. We obtained fitted values of separation percent by ANFIS. Separation percent from experiments compared with the fitted values of separation percent. The result is shown that the correlation coefficient is 0.988. Therefore, it is verified as a good performance in the electrodialysis process.

  Info
Periodical
Advanced Materials Research (Volumes 268-270)
Edited by
Feng Xiong
Pages
336-339
DOI
10.4028/www.scientific.net/AMR.268-270.336
Citation
G. L. Jing, W. T. Du, Q. Zhou, S. T. Li, "Studying Fitting Effect by ANFIS in the Electrodialysis Process", Advanced Materials Research, Vols. 268-270, pp. 336-339, 2011
Online since
July 2011
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Guo Lin Jing, Wen Ting Du, Xiang Chen, Huan Yi
Abstract:Fuzzy system is known to predict model in the electrodialysis process. This paper aimed to predict separation percent(SP) of NaCl solution as...
332
Authors: Jun Chen, Yi Feng Jiang
Chapter 8: Waste Disposal and Recycling
Abstract:Lead is a highly toxic heavy metal. The investigation was conducted to remove Pb(II) from storage battery industry wastewater by using...
2007
Authors: Guo Fu Sun, Jing Li Xu
Chapter 4: Biomaterials Science and Environmental Engineering
Abstract:The electrodialysis mehtod was used to treat waste phosphoric acid containing Al and Mo ions in this study. The feasibility study of...
1228
Authors: Hui Ping Song, Ying Ying Jiang, Fang Qin Cheng
Chapter 2: Chemical Engineering
Abstract:The ammonia-nitrogen wastewater was purified by using electrodialysis (ED) device in this paper. The NH4Cl solution was used as...
1346
Authors: Gui Shi Cheng, Ying Zhao, Qun Hui Wang
Chapter 11: Electrochemistry
Abstract:This study is focus on the separations of ammonium lactate from lactic salts by Electrodialysis. Effects of work voltage, ammonium lactate...
2051