Modeling and optimization of formic acid adsorption by multiwall carbon nanotube using response surface methodology

被引:19
作者
Celebican, Ozge [1 ]
Inci, Ismail [1 ]
Baylan, Nilay [1 ]
机构
[1] Istanbul Univ Cerrahpasa, Dept Chem Engn, TR-34320 Istanbul, Turkey
关键词
Formic acid; Multiwall carbon nanotube; Adsorption; Response surface methodology; AQUEOUS-SOLUTIONS; REACTIVE EXTRACTION; CARBOXYLIC-ACIDS; LEVULINIC ACID; COMPETITIVE ADSORPTION; SUCCINIC ACID; SINGLE; SEPARATION; BINARY; EQUILIBRIA;
D O I
10.1016/j.molstruc.2019.127312
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Formic acid is extensively utilized in various chemical industries and applications. So, formic acid can be present in the wastewaters of these industries. It is widely produced in aqueous solutions by fermentation processes. And also, it forms as a by-product in the production of chemical processes. Thus, the removal of formic acid from waste streams and production medium is very significant topic. The objective of this study is to remove formic acid from its aqueous solutions by adsorption and to optimize the adsorption process. In this context, in this study, the optimal conditions for formic acid adsorption by multiwall carbon nanotube were investigated by using response surface methodology. Face-centered central composite design based on response surface methodology was applied to investigate the effects of the initial acid concentration (2-10%, w/w), amount of adsorbent (0.01-0.03 g) and temperature (25-45 degrees C) on the adsorption capacity (q(e), mg acid adsorbed/g adsorbent). The acquired experimental results were appraised by means of analysis of variance. A second-degree model equation for the adsorption capacity was obtained to explain adsorption characteristics of formic acid by multiwall carbon nanotube. The acquired model equation was well in agreement with the experimental results. The response surface plots were illustrated and they also supported the compatibility of the model equation. The design study also showed that MWCNT is an effective adsorbent for the removal of formic acid from aqueous solutions. (C) 2019 Elsevier B.V. All rights reserved.
引用
收藏
页数:6
相关论文
共 43 条
[21]   Single-component and competitive adsorption of levulinic/formic acids on basic polymeric adsorbents [J].
Liu, Bao-Jian ;
Hu, Zhi-Jun ;
Ren, Qi-Long .
COLLOIDS AND SURFACES A-PHYSICOCHEMICAL AND ENGINEERING ASPECTS, 2009, 339 (1-3) :185-191
[22]   Adsorption of natural organic matter by carbon nanotubes [J].
Lu, Chungsying ;
Su, Fengsheng .
SEPARATION AND PURIFICATION TECHNOLOGY, 2007, 58 (01) :113-121
[23]   Concentration of formic acid solution by electro-electrodialysis [J].
Luo, GS ;
Wu, FY .
SEPARATION SCIENCE AND TECHNOLOGY, 2000, 35 (15) :2485-2496
[24]   Desorption of 1,3,5-Trichlorobenzene from Multi-Walled Carbon Nanotubes: Impact of Solution Chemistry and Surface Chemistry [J].
Ma, Xingmao ;
Uddin, Sheikh .
NANOMATERIALS, 2013, 3 (02) :289-302
[25]  
Mahani NM, 2017, ORIENT J CHEM, V33, P1127, DOI 10.13005/ojc/330309
[26]   Multiwall Carbon Nanotube for Adsorption of Acetic Acid [J].
Ozcan, Onder ;
Inci, Ismail ;
Asci, Yavuz Selim .
JOURNAL OF CHEMICAL AND ENGINEERING DATA, 2013, 58 (03) :583-587
[27]   Modeling and analysis of performances in drilling hybrid metal matrix composites using D-optimal design [J].
Rajmohan, T. ;
Palanikumar, K. .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2013, 64 (9-12) :1249-1261
[28]  
Reutemann W, 2000, ullmann's encyclopedia of industrial chemistry
[29]   Synthesis and optimization of a novel polymeric micelle based on hyaluronic acid and phospholipids for delivery of paclitaxel, in vitro and in-vivo evaluation [J].
Saadat, Ebrahim ;
Amini, Mohsen ;
Khoshayand, Mohammad Reza ;
Dinarvand, Rassoul ;
Dorkoosh, Farid A. .
INTERNATIONAL JOURNAL OF PHARMACEUTICS, 2014, 475 (1-2) :163-173
[30]   Production of succinic acid by bacterial fermentation [J].
Song, Hyohak ;
Lee, Sang Yup .
ENZYME AND MICROBIAL TECHNOLOGY, 2006, 39 (03) :352-361