Submit your paper 
Download Template JOURNAL DETAIL
Polyaniline/wheat Husk Ash Nanocomposite Preparation and Modeling Its Removal Activity with an Artificial Neural Network
Paper Type  |
Contributed Paper |
Title |
Polyaniline/wheat Husk Ash Nanocomposite Preparation and Modeling Its Removal Activity with an Artificial Neural Network |
Author |
Fatemeh Ghanbary* [a] and Ahmed Jafarian [b] |
Email |
Ghanbary83@yahoo.com |
|
Abstract: In this work the removal efficiency of malachite green (MG) by using a nanocomposite was investigated. For preparation this nanocomposite the polyaniline (PANI) was coated on wheat husk ash (WHA). This nanocomposite was analyzed by X-ray diffraction (XRD) and scaning electron microscopy (SEM). The removal rate is strongly dependent on the PANI/WHA initial dosage, MG initial concentration, UV light intensity and irradiation time. The effect of these parameters has been studied and the optimum operational conditions was found. To predict the removal of MG in the presence of PANI/WHA nanocomposite an artificial neural network model (ANN) was developed. The comparison between the predicted results by designed model and the experimental data proved that modeling for removal process of MG using ANN was a precise method to predict the extent of MG removal under different conditions.
|
|
Start & End Page |
533 - 543 |
Received Date |
2014-12-30 |
Revised Date |
|
Accepted Date |
2015-05-23 |
Full Text |
Download |
Keyword |
nanocomposite, polyaniline, wheat husk ash, neural network, modeling |
Volume |
Vol.44 No.2 (April 2017) |
DOI |
|
Citation |
[a] F.G. and [b] A.J., Polyaniline/wheat Husk Ash Nanocomposite Preparation and Modeling Its Removal Activity with an Artificial Neural Network, Chiang Mai Journal of Science, 2017; 44(2): 533-543. |
SDGs |
|
| View:646 Download:193 | |
RELATED ARTICLE
Microscopy Investigation of Streblus asper Lour. Leaves-derived SiO2/C with Polypyrrole Nanocomposites as Sustainable Anode Materials for Lithium-ion Batteries
Article ID: e2024099
Author:Kittiched Khunpakdee, Thanapat Autthawong, Natthakan Ratsameetammajak and Thapanee Sarakonsri
Vol.51 No.6 (November 2024) View: 374 Download:149
Article ID: e2024099
Author:Kittiched Khunpakdee, Thanapat Autthawong, Natthakan Ratsameetammajak and Thapanee Sarakonsri
Vol.51 No.6 (November 2024) View: 374 Download:149
SDGs:
Ultrathin Polyelectrolyte Multilayer Films with Silver Nanoparticles as a Potential Antibacterial Coating
Article ID: e2024061
Author:Meluzvia Marie Amora, Noreen Grace V. Fundador and Erwin Oliver V. Fundador
Vol.51 No.4 (July 2024) View: 1,597 Download:406
Article ID: e2024061
Author:Meluzvia Marie Amora, Noreen Grace V. Fundador and Erwin Oliver V. Fundador
Vol.51 No.4 (July 2024) View: 1,597 Download:406
Formation of High Hardness ZnO/Cu Nanocomposite by Thermal Oxidation from Cu-Zn Alloy Strips
Article ID: e2024045
Author:Minh-Tan Ha, Pham Mai Khanh and Nguyen Hong Hai
Vol.51 No.3 (May 2024) View: 591 Download:470
Article ID: e2024045
Author:Minh-Tan Ha, Pham Mai Khanh and Nguyen Hong Hai
Vol.51 No.3 (May 2024) View: 591 Download:470
Prediction of Leakage Rate and Optimization of Structural Parameter of Blade Tip Labyrinth Seal
Article ID: e2023002
Author:Haiyin Guo, Yuqin Ma, Wei Xu, Yatao Zhao, Zedu Yang, Yi Xu, Fei Li and Yatao Li
Vol.50 No.1 (January 2023) View: 1,058 Download:385
Article ID: e2023002
Author:Haiyin Guo, Yuqin Ma, Wei Xu, Yatao Zhao, Zedu Yang, Yi Xu, Fei Li and Yatao Li
Vol.50 No.1 (January 2023) View: 1,058 Download:385
Risk-Sensitive Portfolio Management by Using C51 Algorithm
page: 1458 - 1482
Author:Thammasorn Harnpadungkij, Warasinee Chaisangmongkon and Phond Phunchongharn
Vol.49 No.5 (September 2022) View: 1,241 Download:507
page: 1458 - 1482
Author:Thammasorn Harnpadungkij, Warasinee Chaisangmongkon and Phond Phunchongharn
Vol.49 No.5 (September 2022) View: 1,241 Download:507
Deconvolution of Microstructural Distributions of Ethylene/1- Butene Copolymer Blends using Artificial Neural Network
page: 217 - 222
Author:Piriyakorn Piriyakulkit and Siripon Anantawaraskul
Vol.49 No.1 (Special Issue I : Jan 2022) View: 1,229 Download:345
page: 217 - 222
Author:Piriyakorn Piriyakulkit and Siripon Anantawaraskul
Vol.49 No.1 (Special Issue I : Jan 2022) View: 1,229 Download:345
Application of Artificial Neural Network for Tracing the Geographical Origins of Coffee Bean in Northern Areas of Thailand Using Near Infrared Spectroscopy
page: 163 - 175
Author:Sakunna Wongsaipun, Parichat Theanjumpol, Nadthawat Muenmanee, Danai Boonyakiat, Sujitra Funsueb and Sila Kittiwachana*
Vol.48 No.1 (January 2021) View: 865 Download:1,140
page: 163 - 175
Author:Sakunna Wongsaipun, Parichat Theanjumpol, Nadthawat Muenmanee, Danai Boonyakiat, Sujitra Funsueb and Sila Kittiwachana*
Vol.48 No.1 (January 2021) View: 865 Download:1,140
SDGs:
Conjugated Biopolymer-assisted the Binding of Polypropylene Toward Single-walled Carbon Nanotube:A Molecular Dynamics Simulation
page: 547 - 557
Author:Wanwisa Panman, Panupong Mahalapbutr, Oraphan Saengsawang, Chompoonut Rungnim, Nawee Kungwan, Thanyada Rungrotmongkol and Supot Hannongbua
Vol.46 No.3 (May 2019) View: 1,139 Download:357
page: 547 - 557
Author:Wanwisa Panman, Panupong Mahalapbutr, Oraphan Saengsawang, Chompoonut Rungnim, Nawee Kungwan, Thanyada Rungrotmongkol and Supot Hannongbua
Vol.46 No.3 (May 2019) View: 1,139 Download:357
The improvement of the band gap energy and antibacterial activities of CeO2/ZnO nanocomposites prepared by high energy ball milling
page: 1129 - 1137
Author:Sumetha Suwanboon*, Pongsaton Amornpitoksuk and Phuwadol Bangrak
Vol.45 No.2 (March 2018) View: 711 Download:271
page: 1129 - 1137
Author:Sumetha Suwanboon*, Pongsaton Amornpitoksuk and Phuwadol Bangrak
Vol.45 No.2 (March 2018) View: 711 Download:271
Efficient One-pot Synthesis of 12-Aryl-8,9,10,12-Tetrahydrobenzo[a]xanthen-11-ones Catalyzed
by CuO-CeO2 Nanocomposite Under Solvent-free Conditions
page: 1497 - 1503
Author:Ziba Tavakoli and Jalal Albadi*
Vol.44 No.4 (October 2017) View: 771 Download:298
page: 1497 - 1503
Author:Ziba Tavakoli and Jalal Albadi*
Vol.44 No.4 (October 2017) View: 771 Download:298
Hybrid Cloud Computing: Economy, Scalability and Responsiveness Optimization
page: 884 - 896
Author:Thepparit Banditwattanawong[a], Masawee Masdisornchote*[a], Putchong Uthayopas[b]
Vol.43 No.4 (JULY 2016) View: 648 Download:988
page: 884 - 896
Author:Thepparit Banditwattanawong[a], Masawee Masdisornchote*[a], Putchong Uthayopas[b]
Vol.43 No.4 (JULY 2016) View: 648 Download:988
Preparation of Pt/ATO Catalysts for Electrocatalysis in Direct Alcohol Fuel Cell
page: 169 - 175
Author:Li Fang *[a], Surin Saipanya *[b,c], Xuemei Luo [a], Xiaoping Huang [a] and Feifei Li [a]
Vol.43 No.1 (JANUARY 2016) View: 692 Download:222
page: 169 - 175
Author:Li Fang *[a], Surin Saipanya *[b,c], Xuemei Luo [a], Xiaoping Huang [a] and Feifei Li [a]
Vol.43 No.1 (JANUARY 2016) View: 692 Download:222
Graphene Nanoplatelet/Multi-Walled Carbon nanotube/Polycarbonate Hybrid Nanocomposites for Electrostatic Dissipative Applications: Preparation and Properties
page: 1274 - 1286
Author:Akkachai Poosalaa, Worrawit Kurdsukb, Darunee Aussawasathienb*, and Duanghathai Pentrakoonc*
Vol.41 No.5/2 (OCTOBER 2014) View: 657 Download:211
page: 1274 - 1286
Author:Akkachai Poosalaa, Worrawit Kurdsukb, Darunee Aussawasathienb*, and Duanghathai Pentrakoonc*
Vol.41 No.5/2 (OCTOBER 2014) View: 657 Download:211
Classification Techniques for Control Chart Pattern Recognition: A Case of Metal Frame for Actuator Production
page: 701 - 712
Author:Wimalin Laosiritaworn*, Tunchanit Bunjongjit
Vol.40 No.4 (OCTOBER 2013) View: 665 Download:219
page: 701 - 712
Author:Wimalin Laosiritaworn*, Tunchanit Bunjongjit
Vol.40 No.4 (OCTOBER 2013) View: 665 Download:219
A Comparative Analysis of Conjugate Gradient
Algorithms & PSO Based Neural Network Approaches
for Reusability Evaluation of Procedure Based
Software Systems
page: 123 - 135
Author:Parvinder S. Sandhu*[a], Shalini Chhabra [b]
Vol.38 (SPECIAL ISSUE 2011) View: 739 Download:190
page: 123 - 135
Author:Parvinder S. Sandhu*[a], Shalini Chhabra [b]
Vol.38 (SPECIAL ISSUE 2011) View: 739 Download:190
Effects of Al2O3 Nano-Particulates Addition on
Barium Titanate Ceramics
page: 175 - 182
Author:Sukanda Jiansirisomboon*, Anucha Watcharapasorn and Tawee Tunkasiri
Vol.33 No.2 (MAY 2006) View: 733 Download:188
page: 175 - 182
Author:Sukanda Jiansirisomboon*, Anucha Watcharapasorn and Tawee Tunkasiri
Vol.33 No.2 (MAY 2006) View: 733 Download:188
Fabrication and Characterization of High Strength
Dental Porcelain Nanocomposite from Thailandís
Raw Materials
page: 549 - 553
Author:Attavit Pisitanusorn*[a], Supon Ananta [a], Rattikorn Yimnirun [a] and Sakdipown Thiansem [b]
Vol.32 No.3 (SEPTEMBER 2005) View: 649 Download:195
page: 549 - 553
Author:Attavit Pisitanusorn*[a], Supon Ananta [a], Rattikorn Yimnirun [a] and Sakdipown Thiansem [b]
Vol.32 No.3 (SEPTEMBER 2005) View: 649 Download:195
The Effect of Compatibilizing Agents on Mechanical Properties of Natural Rubber-Nanocomposite
page: 391 - 398
Author:Suthinee Netrabukkana and Cattaleeya Pattamaprom*
Vol.32 No.3 (SEPTEMBER 2005) View: 706 Download:210
page: 391 - 398
Author:Suthinee Netrabukkana and Cattaleeya Pattamaprom*
Vol.32 No.3 (SEPTEMBER 2005) View: 706 Download:210
Artificial Neural Network Time Series Modeling forRevenue Forecasting
page: 411 - 426
Author:Siti M. Shamsuddin, Roselina Sallehuddin and Norfadzila M. Yusof
Vol.35 No.3 (SEPTEMBER 2008) View: 731 Download:226
page: 411 - 426
Author:Siti M. Shamsuddin, Roselina Sallehuddin and Norfadzila M. Yusof
Vol.35 No.3 (SEPTEMBER 2008) View: 731 Download:226
Artificial Neural Networks Parameters Optimization
with Design of Experiments: An Application in
Ferromagnetic Materials Modeling
page: 83 - 91
Author:Wimalin Laosiritaworn, and Nantakarn Chotchaithanakorn
Vol.36 No.1 (JANUARY 2009) View: 704 Download:280
page: 83 - 91
Author:Wimalin Laosiritaworn, and Nantakarn Chotchaithanakorn
Vol.36 No.1 (JANUARY 2009) View: 704 Download:280
Potential of Nanocomposite Technique for
Fabrication of Smart Ceramics
page: 179 - 187
Author:Rewadee Wongmaneerung, Laongnuan Srisombat, Rattikorn Yimnirun, and Supon Ananta
Vol.36 No.2 (MAY 2009) View: 685 Download:187
page: 179 - 187
Author:Rewadee Wongmaneerung, Laongnuan Srisombat, Rattikorn Yimnirun, and Supon Ananta
Vol.36 No.2 (MAY 2009) View: 685 Download:187
Improved Backpropagation Model for Classification of Profitability Analysis Data : A Study on Malaysian Market
page: 35 - 41
Author:Siti Mariyam Hj. Shamsuddin* [a], Saiful Hafizah Hj. Jaaman [b], Noriza Majid [b] and Noriszura Ismail [b] and Noriszura I
Vol.29 No.1 (APRIL 2002) View: 675 Download:235
page: 35 - 41
Author:Siti Mariyam Hj. Shamsuddin* [a], Saiful Hafizah Hj. Jaaman [b], Noriza Majid [b] and Noriszura Ismail [b] and Noriszura I
Vol.29 No.1 (APRIL 2002) View: 675 Download:235
Neural Network Application on Knowledge Acquisition for Adaptive Hypermedia Learning
page: 65 - 70
Author:Paridah Samsuri, Nor Bahiah Hj. Ahmad, Norazah Yusof, Siti Zaiton Mohd. Hashim, Siti Mariyam Hj.
Vol.28 No.1 (JUNE 2001) View: 624 Download:223
page: 65 - 70
Author:Paridah Samsuri, Nor Bahiah Hj. Ahmad, Norazah Yusof, Siti Zaiton Mohd. Hashim, Siti Mariyam Hj.
Vol.28 No.1 (JUNE 2001) View: 624 Download:223
Copyrights © Since 2021 All Rights Reserved by Chiang Mai Journal of Science