Highly efficient Cd(II) adsorption using mercapto-modified bentonite as a novel adsorbent: an experimental design application based on response surface methodology for optimization

被引:31
作者
Ecer, Umit [1 ]
Yilmaz, Sakir [1 ]
Sahan, Tekin [1 ]
机构
[1] Van Yuzuncu Yil Univ, Fac Engn, Dept Chem Engn, TR-65080 Van, Turkey
关键词
adsorption; bentonite; cadmium; central composite design (CCD); mercapto; response surface methodology (RSM); AQUEOUS-SOLUTIONS; ELECTROCOAGULATION PROCESS; ACTIVATED CARBON; ZINC HYDROXIDE; REMOVAL; CADMIUM; WATER; ACID; EQUILIBRIUM; PB(II);
D O I
10.2166/wst.2018.400
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
We report the optimization with response surface methodology (RSM) for adsorption conditions required for removal of Cd(II) from an aqueous environment with 3-mercaptopropyl trimethoxysilane-modified bentonite (MMB). Central composite design (CCD) in RSM was used to optimize the most significant adsorption variables of initial pH, temperature (degrees C), initial Cd(II) concentration (C-o, mg L-1) and adsorbent dosage (g). With the quadratic model equation obtained from CCD, the optimum values were determined as initial pH 6.40, temperature 20 degrees C, C-o 49.55 mg L-1 and adsorbent dosage 0.17 g. Under optimum conditions, the optimum adsorption amount of Cd(II) was 27.55 mg Cd(II)/g adsorbent and adsorption yield was 94.52%. The obtained results showed that the Langmuir and Dubinin Radushkevich (D-R) adsorption isotherms were more suitable for adsorption equilibrium data. The kinetic studies indicated that the pseudo-second-order kinetic model was fitted to the adsorption kinetic data. Additionally, thermodynamic studies indicated that the adsorption process was spontaneous and exothermic. As a result, MMB can be chosen as an effective adsorbent for treating heavy metals such as Cd(II) in wastewater and removing them from aqueous solutions. Furthermore, it is thought that it will positively contribute to the literature since the adsorbent-adsorbate combination (MMB-Cd(II)) is used for the first time.
引用
收藏
页码:1348 / 1360
页数:13
相关论文
共 50 条
[41]   Experimental design based response surface methodology optimization of ultrasonic assisted adsorption of safaranin O by tin sulfide nanoparticle loaded on activated carbon [J].
Roosta, M. ;
Ghaedi, M. ;
Daneshfar, A. ;
Sahraei, R. .
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2014, 122 :223-231
[42]   Efficient separation of triglyceride from blood serum using Cinnamon as a novel biosorbent: Adsorption thermodynamics, kinetics, isothermal and process optimization using response surface methodology [J].
Salehi, Ehsan ;
Gavari, Niloofar ;
Chehrei, Ali ;
Amani, Saeed ;
Amani, Niloofar ;
Zaghi, Kasra .
PROCESS BIOCHEMISTRY, 2019, 77 :122-136
[43]   Optimisation of Adsorption Removal of Bisphenol A Using Sludge-Based Activated Carbons: Application of Response Surface Methodology with a Box–Behnken Design [J].
Mabrouka Ounis ;
Eva Sanz-Santos ;
Fatma Fakhfakh ;
Mohamed Kadri Younes ;
Bilel Hadrich ;
Silvia Álvarez-Torrellas ;
Marcos Larriba ;
Juan García .
Arabian Journal for Science and Engineering, 2024, 49 (1) :497-514
[44]   Preparation and characterization of a novel functionalized agricultural waste-based adsorbent for Cu2+ removal: Evaluation of adsorption performance using response surface methodology [J].
Kacakgil, Elif Cerrahoglu ;
Cetintas, Seda .
SUSTAINABLE CHEMISTRY AND PHARMACY, 2021, 22
[45]   Modelling and Optimization of Biochar-Based Adsorbent Derived from Wheat Straw Using Response Surface Methodology on Adsorption of Pb2+ [J].
Divyesh Rameshbhai Vaghela ;
Ashish Pawar ;
Narayan Lal Panwar ;
Deepak Sharma .
International Journal of Environmental Research, 2023, 17
[46]   Jujube stones based highly efficient activated carbon for methylene blue adsorption: Kinetics and isotherms modeling, thermodynamics and mechanism study, optimization via response surface methodology and machine learning approaches [J].
Bouchelkia, Nasma ;
Tahraoui, Hichem ;
Amrane, Abdeltif ;
Belkacemi, Hayet ;
Bollinger, Jean-Claude ;
Bouzaza, Abdelkrim ;
Zoukel, Abdelhalim ;
Zhang, Jie ;
Mouni, Lotfi .
PROCESS SAFETY AND ENVIRONMENTAL PROTECTION, 2023, 170 :513-535
[47]   Manganese (II) Removal from Aqueous Solutions by Bacillus cereus: an Optimization Study Using Experimental Design and Response Surface Methodology [J].
Reis, Flavia Donaria ;
Candido, Gisele Cristina ;
de Oliveira, Ludmila Fagundes ;
Dias, Sandra de Cassia ;
Leao, Versiane Albis .
WATER AIR AND SOIL POLLUTION, 2017, 228 (11)
[48]   Optimisation of Adsorption Removal of Bisphenol A Using Sludge-Based Activated Carbons: Application of Response Surface Methodology with a Box-Behnken Design [J].
Ounis, Mabrouka ;
Sanz-Santos, Eva ;
Fakhfakh, Fatma ;
Younes, Mohamed Kadri ;
Hadrich, Bilel ;
Alvarez-Torrellas, Silvia ;
Larriba, Marcos ;
Garcia, Juan .
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2024, 49 (01) :1245-1256
[49]   Novel nanogels based on hydroxypropyl cellulose-poly(itaconic acid) for adsorption of methylene blue from aqueous solution: process modeling and optimization using response surface methodology [J].
Hassanpour, Soraya ;
Azhar, Fahimeh Farshi ;
Bagheri, Massoumeh .
POLYMER BULLETIN, 2019, 76 (02) :933-952
[50]   Application of synthesized Fe/Al/Ca based adsorbent for defluoridation of drinking Water and its significant parameters optimization using response surface methodology [J].
Solanki, Yogendra Singh ;
Agarwal, Madhu ;
Gupta, Sanjeev ;
Shukla, Pushkar ;
Maheshwari, Karishma ;
Midda, Md Oayes .
JOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING, 2019, 7 (06)