132 results on '"Central composite design"'
Search Results
2. Highly stable WO3-Ag-AgCl films for continuous water treatment synthesized using a new low-cost ultrasonic spray-pyrolysis/photoreduction approach
- Author
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Palharim, Priscila Hasse, Gusmão, Carolina, Ramos, Bruno, Bento, Rodrigo Teixeira, Pillis, Marina Fuser, and Teixeira, Antonio Carlos Silva Costa
- Published
- 2024
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3. Removal of Ni(II) ions from wastewater by ion exchange resin: Process optimization using response surface methodology and ensemble machine learning techniques.
- Author
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Maleki, Shahrzad, Karimi-Jashni, Ayoub, and Mousavifard, Maryam
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RESPONSE surfaces (Statistics) ,ION exchange resins ,MACHINE learning ,PROCESS optimization ,ADSORPTION capacity ,LEAD removal (Sewage purification) - Abstract
This study investigates the removal of nickel ions from aqueous solutions using Amberlite IR120 Na resin. Response surface methodology (RSM) and Ensemble machine learning models were employed to predict and evaluate the adsorption capacity of the resin. The effects of the initial concentration of nickel ions (10–90 mg/L), resin dose (0.1–0.7 g/L), initial pH (3−9), and temperature (10–40 ºC) were analyzed as independent variables. In order to assess the efficiency of Ensemble models, five methods, including random forest, extra tree, AdaBoost, gradient boosting, and XGboost models, were employed. The results demonstrated that the XGboost model predicts the adsorption capacity of the resin for Ni(II) with very high accuracy in the training phase (R
2 = 1) and the test phase (R2 =0.96). The maximum adsorption capacity of the resin in the optimization step was achieved for CCD (initial Ni(II) concentration of 45.69 mg/L, resin dose of 0.1 g/L, pH of 6.64, and temperature of 39.68 ºC) and Bayesian optimization (initial Ni(II) concentration of 54.78 mg/L, resin dose of 0.11 g/L, pH of 4.72, and temperature of 39.02 ºC) techniques by 142.67 mg/g and 139.60 mg/g, respectively. Moreover, the Bayesian optimization method resulted in a lower error (0.63 mg/g) than the CCD model (1.53 mg/g). Based on statistical measures, it can be concluded that XGBoost outperforms CCD. • Removal of Ni(II) by Amberlite IR120 Na resin was studied using RSM and ML models. • Resin dose exhibited the highest importance in predicting the adsorption capacity. • Although all ensemble models showed good performance, XGBoost model was the best. • The XGboost model predicts the adsorption capacity of the resin better than CCD. [ABSTRACT FROM AUTHOR]- Published
- 2024
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4. An approach to apply eco-friendly subcritical water oxidation method in the mineralization of the antibiotic ampicillin.
- Author
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Yabalak, Erdal
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OXIDATION of water ,AMPICILLIN ,MINERALIZATION - Abstract
Graphical abstract Highlights • Ampicillin was mineralized by subcritical water oxidation method. • Effects of system variables on the TOC removal were evaluated. • Central composite design was applied. • Significant TOC removal percentages were obtained. • The reliability of the method was proved by ANOVA. Abstract Mineralization of ampicillin, a semi-synthetic β -lactam penicillin, was investigated in subcritical water medium in the presence of hydrogen peroxide. Optimisation of the employed method was performed by the central composite design of the response surface methodology. Effects of each independent variable such as temperature, treatment time, and concentration of the oxidizing agent and their co-effects on TOC removal percentages were evaluated. 81.59% of TOC removal was obtained at 403 K of temperature, 80 mM of hydrogen peroxide and 147.3 min of treatment time. The reliability of the method was assessed by ANOVA and the theoretical equation was proposed for TOC removal of ampicillin. F value was obtained as 113.88 and p -value was obtained to be lower than 0.0001. The applicability of the theoretical model was proved by a series of validation experiments. [ABSTRACT FROM AUTHOR]
- Published
- 2018
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5. Augmentation of native microalgae based biofuel production through statistical optimization of campus sewage wastewater as low-cost growth media.
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Gebremedhin, Medhanie, Mishra, Sanjeev, and Mohanty, Kaustubha
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BIOMASS energy ,MICROALGAE ,BIOLOGICAL nutrient removal - Abstract
Graphical abstract Highlights • C. thermophile isolated from CSTP towards nutrient removal and biofuel production. • RSM followed by SAM transformed CSTP effluent into optimal low-cost growth medium. • Optimization resulted in 60% enhanced biomass yield with superior nutrient removal. • TGA, FTIR, and
1 H-NMR of lipid revealed it's potential as a biofuel feedstock. • Two fold increased lipid yield and FAME with 85% C16-C18 validates optimization. Abstract The dependence of fresh-water for biomass growth is a major drawback in third generation microalgae biofuels, which need to be replaced with alternate sources. Optimizing nutrient concentrations already present in wastewater and its utilization towards microalgae growth could be a sustainable approach. In the present study, native microalga Chlorella thermophila (MF179624) was isolated and identified as model strain to optimize low-nutrient content campus sewage wastewater (CSW) using central composite design (CCD) followed by steepest ascent method (SAM). In consideration to the statistical optimization, addition of 325 mg L−1 and 1.8 g L−1 of KH 2 PO 4 and NaNO 3 resulted in 60% enhancement of biomass yield (2.59 g L−1 ) with two fold lipid productivity (81.38 mg L−1 d−1 ). In addition, substantial nutrient removal of ammonia (98.48 ± 1.52%), nitrate (86.37 ± 3.73%), phosphate (73.83 ± 4.28%), along with COD (82.53 ± 4.37%) were achieved. Further, TGA, FTIR, and1 H-NMR based characterization of lipid revealed its potential as a biofuel feedstock. To confirm that, two-step acid-base catalytic transesterification reaction was performed, which resulted in 474.42 mg L−1 FAME yield containing 85.14% C16 and C18. [ABSTRACT FROM AUTHOR]- Published
- 2018
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6. Synthesis of antimicrobial cationic amphiphile functionalized mesocellular silica foam prepared on hard template/support activated carbon for enhanced simultaneous removal of Cu(II) and Zn(II) ions.
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Sharifpour, Ebrahim, Haddadi, Hedayat, Ghaedi, Mehrorang, Dashtian, Kheibar, and Asfaram, Arash
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AMPHIPHILE synthesis ,SILICA ,ACTIVATED carbon - Abstract
Abstract A new mesocellular silica foam (MCSiF) were successfully formed on the surface of activated carbon (AC) and subsequently for increases of surface and pours area of samples the AC was removed by calcination and products was functionalized by polymixin B as an antimicrobial cationic amphiphile agent. The synthesis samples structures were characterized with several techniques including X-ray diffraction (XRD), Fourier transform infrared (FT-IR), filed emission scanning electron microscopy (FESEM), nitrogen adsorption-desorption analysis. Functionalized MCSiF exhibits enhanced performance for removal of Cu(II) and Zn(II) ions from aqueous solution. The central composite design (CCD) was used to find out the main and interaction effect of operational factors (initial Cu(II) and Zn(II) concentration (7–35 mg L
−1 ), pH values (3.5–9.5), adsorbent mass (5–45 mg) and sonication time (0.5–6.5 min)) on Cu(II) and Zn(II) ions removal efficiency and subsequently optimized the operating variables condition by desirability function method under CCD. The obtained experimental data were analyzed by Pareto chart, analysis of variance (ANOVA) and second-order polynomial models. The maximum removal efficiencies of 99.99% and 99.987% was obtained for Cu(II) Zn(II) at optimize condition set as at 20 mg L−1 of Cu(II), 15 mg L−1 of Zn(II) ions, 4 min sonication time, 40 mg adsorbent mass and pH value of 6.5. [ABSTRACT FROM AUTHOR]- Published
- 2018
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7. Optimization of hydrodynamic cavitation process of biodiesel production by response surface methodology.
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Chitsaz, Hamidreza, Omidkhah, Mohammadreza, Ghobadian, Barat, and Ardjmand, Mehdi
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BIODIESEL fuels ,HYDRODYNAMICS ,RESPONSE surfaces (Statistics) - Abstract
The aim of this research was to investigate the optimum conditions in biodiesel production from waste frying oil using hydrodynamic cavitation process. The Central composite design of experiment was carried out using the MINITAB 17, and the results were analyzed using response surface methodology. The optimum conditions for biodiesel production were obtained when using oil to methanol molar ratio of 1:6, 1.1 wt.% of potassium hydroxide, inlet pressure at 3.27 bar with a reaction time of 8 min in hydrodynamic cavitation process. The highest yield (%) in the experiment and the model was 95.6 ± 0.8% and 97.56% respectively. The biodiesel production was confirmed, by studying the GC–MS and FTIR spectra. Fuel characteristics were tested according to ASTM D6751 standard. [ABSTRACT FROM AUTHOR]
- Published
- 2018
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8. Optimization of media composition for enhancing carbazole degradation by Pseudomonas aeruginosa RS1.
- Author
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Ghosh, Prasenjit and Mukherji, Suparna
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PSEUDOMONAS aeruginosa ,CARBAZOLE ,RESPONSE surfaces (Statistics) - Abstract
Plackett-Burman design (PBD), steepest ascent method (SAM) and central composite design (CCD) using response surface methodology (RSM) were applied to explore the effects of sixteen media components on carbazole degradation by Pseudomonas aeruginosa RS1. Carbazole acclimatized P. aeruginosa RS1 was grown on 100 mg/L carbazole provided as sole substrate in 50 mL mineral media and residual carbazole was quantified after 8 days. PBD revealed media components, MnCl 2 ·4H 2 O (L), NiCl 2 ·6H 2 O (J) and CaCl 2 ·2H 2 O (P) as the most significant. SAM indicated that increasing concentration of MnCl 2 ·4H 2 O (L) and decreasing concentrations of NiCl 2 ·6H 2 O (J) and CaCl 2 ·2H 2 O (P) from their center point levels increased carbazole degradation. CCD using RSM indicated the optimum concentrations of L, J and P as 57.04, 0.046 and 15 mg/L, respectively. Carbazole degradation in the optimized media (67 ± 2.7%) closely matched the theoretically predicted value (67%) and was much higher than that in the unoptimized media (38 ± 1.2%). Culture growth was significantly enhanced in the optimized media and disc diffusion studies confirmed growth inhibitory effect of J and P at concentration beyond the optimum values identified. Some accumulation of metabolites was also observed over the log growth phase. Increase in L caused enhanced accumulation of metabolites at the end of log phase, thus, it possibly enhanced carbazole degradation by increasing the activity of upper pathway enzymes having Mn as a cofactor. [ABSTRACT FROM AUTHOR]
- Published
- 2018
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9. Bioadditives synthesis from selective glycerol esterification over acidic ion exchange resin as catalyst.
- Author
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Reinoso, D. Mariana and Tonetto, G. Marta
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ION exchange resins ,CHEMICAL synthesis ,GLYCERIN - Abstract
In this work, fuel bioadditives production from glycerol esterification with acetic acid was performed over acidic ion exchange resin as acid catalyst in a batch reactor. The influence of several parameters such as temperature, molar ratio of acetic acid to glycerol and catalyst loading on glycerol conversion and product distribution were evaluated following an experimental design. Additionally, the process variables were optimized applying response surface methodology (RSM) based on central composite design (CCD). High glycerol conversion (99.6%) and elevated selectivity towards the interest products triacetylglycerol (TAG = 34%) and diacetylglycerol + triacetylglycerol mixture (DAG + TAG = 88%) were reached at 240 min of reaction time using 4 wt.% catalyst concentration, 393 K reaction temperature and 9:1 molar ratio of acetic acid to glycerol. Also, the catalyst was reusable in five catalytic cycles without regeneration and no leaching of the active species was detected. [ABSTRACT FROM AUTHOR]
- Published
- 2018
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10. Biogenic nano zero valent iron (Bio-nZVI) anaerobic granules for textile dye removal.
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K.V.G., Ravikumar, S., Santhosh, Sudakaran, Shruthi Vathaluru, V. Nancharaiah, Yarlagadda, P., Mrudula, Chandrasekaran, Natarajan, and Mukherjee, Amitava
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TEXTILE dyeing ,IRON ,NANOPARTICLES - Abstract
Zero valent iron nanoparticles (nZVI) were synthesized using anaerobic granular sludge under anaerobic conditions. UV–vis spectroscopy, X-ray diffraction, Fourier Transform Infrared spectroscopy and SEM-EDX were used for characterization of Bio-nZVI. The nZVI loaded anaerobic granular sludge (Bio-nZVI) was subsequently evaluated for removing methyl orange from aqueous solutions. Central composite design with three level factors has been employed for the determination of efficient process parameters such as methyl orange initial concentration (10–50 mg/L), weight of anaerobic granules (10–30 mg dry weight) and interaction time (90–240 min) for methyl orange removal from aqueous solution. Under the optimized conditions (weight of Bio-nZVI: 30 mg; interaction time: 240 min and initial methyl orange concentration: 10 mg/L), the removal percentage and removal capacity was found to be 99% and 168 mg/g respectively. The reduction of methyl orange by Bio-nZVI followed pseudo-second order kinetics. The granules were characterized for possible changes in the morphology and surface chemistry after methyl orange removal. The process applicability was further evaluated for removing methyl orange from ground water and lake water samples spiked with known concentrations of methyl orange. [ABSTRACT FROM AUTHOR]
- Published
- 2018
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11. Application of central composite design for optimization of preconcentration and determination of La (III) ion in water samples using the SBA-15-HESI and SBA-15-HESI-Fe3O4-NPs sorbents.
- Author
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Dashtian, Kheibar, Zare-Dorabei, Rouholah, Jafarinia, Rana, and Saghanejhad Tehrani, Mahnaz
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IONS ,ADSORPTION (Chemistry) ,IRON - Abstract
In this study, Fe 3 O 4 nanoparticles (NPs) loaded onto SBA-15-HESI (SBA-15-HESI-Fe 3 O 4 -NPs) as a novel sorbent was prepared and subsequently was applied for dispersive solid phase magnetic extraction (MSPME) and preconcentration of La (III) ions in water samples by ICP-OES. The synthesized sorbent was characterized by FT-IR, SEM, TEM, BET, VSM, BJH and XRD techniques. The important variables such as concentration of solvent, volume of extraction solvent, desorption time, pH of the sample soloution, initial concentration of La(III) ions, sorbents dosage and adsorption time were investigated and optimized by central composite design (CCD) combined with desirability function (DF). The optimum condition, concluded from one at a time method was 2 mL of 0.1 mol L −1 HCl as extraction solvent and 5.0 min from desorption time. Linear calibration range 20–200 and 10–220 μg L −1 , detection limit 0.21 and 0.16 μg L −1 , the relative standard deviations (RSD%) of 3 and 2% were obtained for SBA-15-HESI and SBA-15-HESI-Fe 3 O 4 -NPs, respectively. The enrichment factor 7.6 and 9.8, the preconcentration factor 7.37 and 9.43, the adsorption capacity 1.27 and 2.81 mg g −1 were obtained for SBA-15-HESI and SBA-15-Fe 3 O 4 -NPs, respectively. [ABSTRACT FROM AUTHOR]
- Published
- 2017
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12. Optimization of carbofuran degradation in microwave-granular activated carbon system using response surface methodology.
- Author
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Remya, Neelancherry and Lin, Jih-Gaw
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CARBOFURAN ,RESPONSE surfaces (Statistics) ,CHEMICAL decomposition - Abstract
Present study revealed tremendous improvement in carbofuran degradation in a Microwave – Granular Activated carbon (MW-GAC) system compared to natural hydrolysis process and the degradation half-life was 12 and 0.189 min at a pH of 6 and 10 respectively at a reaction temperature of 80 °C. In addition, the effect of several operating parameters such as carbofuran concentration, MW output power and reaction time was modelled using Central composite design (CCD) and response surface methodology (RSM) with 17 experimental runs. Carbofuran degradation/mineralization process was described in terms of carbofuran concentration, MW output power and reaction time. The experimental outcomes from CCD indicated improved degradation and mineralization of carbofuran with the increase in reaction time. On the other hand, lower MW output power resulted in poor degradation and mineralization of carbofuran. RSM showed highest correlation coefficient for carbofuran removal per MW output power, R w (0.92) and COD removal efficiency, η COD (0.82). Therefore, quadratic models were developed using regression analysis to predict R w and η COD . Good correlation between the observed values and predicted values by the developed models indicated that the developed models can be used to design required R w and η COD within the experimental conditions. [ABSTRACT FROM AUTHOR]
- Published
- 2017
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13. Degradation of mixture of three pharmaceuticals by photocatalytic ozonation in the presence of TiO2/montmorillonite nanocomposite: Simultaneous determination and intermediates identification.
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Hassani, Aydin, Khataee, Alireza, Karaca, Semra, and Fathinia, Mehrangiz
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DRUGS ,OZONIZATION ,MONTMORILLONITE - Abstract
This study addressed the simultaneous degradation of mixture of three pharmaceuticals including metronidazole (MET), ciprofloxacin (CIP) and acetaminophen (APAP) through the photocatalytic ozonation system. TiO 2 nanoparticles were immobilized onto montmorillonite (MMT) support irradiated by UVA light in the presence of ozone. The samples were characterized by XRF, SEM, TEM, PL and N 2 adsorption–desorption analysis. A rapid and sensitive chemometrics technique was then developed for the simultaneous determination of the three pharmaceuticals in their mixtures during the photocatalytic ozonation process. A UV–vis spectrophotometer was used for recording the absorption of the pharmaceuticals. The concentration of these pharmaceuticals was successfully determined using a PLS method, despite the severe overlap of their spectra. A central composite design (CCD) was utilized to analyze, model and optimize the effect of each operational parameter on multiple responses including MET degradation (Y 1 ), CIP degradation (Y 2 ) and APAP degradation (Y 3 ). A multi response optimization approach based on a global desirability function (DF) of the factors was employed to simultaneously maximize the response factors. 25 mg L −1 MET, 5 mg L −1 CIP, 5 mg L −1 APAP, 10 L h −1 ozone flow rate and a 15 min of reaction time were found to be the ideal conditions at which the degradation of these pharmaceuticals could be simultaneously maximized (Y 1 = 64.60%, Y 2 = 80.58% and Y 3 = 50.12%). Finally, the intermediate by–products of the drugs formed in the degradation process were identified using the GC–MS technique. [ABSTRACT FROM AUTHOR]
- Published
- 2017
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14. Modeling and treatment optimization of pharmaceutically active compounds by the photo-Fenton process: The case of the antidepressant Venlafaxine.
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Giannakis, Stefanos, Hendaoui, Idriss, Rtimi, Sami, Pulgarin, César, and Fürbringer, Jean-Marie
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VENLAFAXINE ,HYDROGEN-ion concentration - Abstract
In this study, the anti-depressant Venlafaxine, a new emerging contaminant of interest for the Swiss legislation, was subjected to systematic degradation. In order to develop an efficient framework for the treatment of emerging contaminants at industrial scale by AOPs, the photo-Fenton process was employed and the effect of the concentration of the Fenton’s reagents and the implication of the operating pH was assessed. Initially, in order to acquire a simple model that describes the process, a (general) full factorial experimental design was implemented. Generally, Venlafaxine degradation was achieved in minutes range at pH = 3 and increased with higher pH values. However, the changes in pH inflicted considerable modification in the treatment efficiency and imposed the subsequent use of higher order models, obtained by response surface methodology (3 pH-specific central composite designs). The improved, respective second degree models created for the 3 categories of response variables (kinetics, efficiency, Fenton evolution) were used as input for the desirability functions, towards the statistical optimization of the process. The composite desirability values obtained indicated the optimal operating regions (9 mg/L iron and 28 mg/L H 2 O 2 ), thus contributing to efficient application of the photo-Fenton process. The developed approach can be used as framework when the optimal treatment conditions of new, emerging contaminants are sought at production level, through well-established advanced oxidation processes and effective statistical methods. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
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15. Biosorption of lead ions from the aqueous solution by Sargassum filipendula: Equilibrium and kinetic studies.
- Author
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Verma, Ayushi, Kumar, Shashi, and Kumar, Surendra
- Subjects
LEAD ,SORPTION techniques ,SARGASSUM - Abstract
The removal of Pb +2 ions by Sargassum filipendula was studied using batch process. The biosorbent characterization was carried out by FESEM-EDX and FTIR techniques. Central composite design was used to optimize Pb +2 ions biosorption process by varying four different independent process parameters (temperature, pH, biosorbent dosage, and initial concentration of Pb +2 ions). The adequacy of response surface model was checked by analysis of variance (ANOVA). The optimum process parameters for the removal of Pb +2 ions were found as temperature (34.8 °C), pH (4.99), initial concentration (152.10 mg/L) and biosorbent dosage (0.49 g/L) at which 96% of removal were achieved. The predictive capabilities of six types of kinetic models and six types of adsorption isotherm models were examined for S. filipendula . For this study, Fritz isotherm model and Bangham kinetic model were found as best fitted models for the biosorption of Pb +2 ions. Desorption studies showed that after four consecutive biosorption-desorption cycles 77.53% and 90.84% of desorption and biosorption efficiency were achieved, respectively. The studied thermodynamic parameters showed that biosorption of Pb +2 ions on S. filipendula were feasible, spontaneous, and endothermic in nature. Thus, in view of experimental observations it can be concluded that S. filipendula can be used as an efficient biosorbent for Pb +2 ions biosorption from the aqueous solution. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
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16. Photochemical degradation of an actual slaughterhouse wastewater by continuous UV/H2O2 photoreactor with recycle.
- Author
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Bustillo-Lecompte, Ciro Fernando, Ghafoori, Samira, and Mehrvar, Mehrab
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WASTEWATER treatment ,SLAUGHTERING ,CARBON content of water - Abstract
Slaughterhouse wastewater is treated using the UV/H 2 O 2 process in a continuous photoreactor with recycle, in which the effect of the recycle ratio (the ratio of recycle flow rate to the main feed flow rate) on the photoreactor efficiency is investigated. A four-factor, five-level central composite design along with response surface methodology is used to maximize the total organic carbon removal from an actual slaughterhouse wastewater and minimize the H 2 O 2 residual in the effluent. The effects of the flow rate and the influent concentrations of total organic carbon and H 2 O 2 on the photodegradation of the actual slaughterhouse wastewater are also investigated. Statistical models are developed to predict both the total organic carbon removal and the H 2 O 2 residual as response variables. The recycle ratio is found to be significant in minimizing the H 2 O 2 residual and the cross-factor interactions of recycle ratio with other variables demonstrate a significant effect on both total organic carbon removal and H 2 O 2 residual. A maximum total organic carbon removal of 81% and a minimum H 2 O 2 residual of less than 2% are found at optimum operating conditions of 24 mg/L influent total organic carbon, 860 mg/L influent H 2 O 2 concentration, 15 mL/min flow rate, and 0.18 recycle ratio. The model is validated under optimal operating conditions based on the experimental design results. The good agreement between model predictions and experimental values indicates that the proposed model could successfully describe the photochemical treatment of actual slaughterhouse wastewater by the continuous UV/H 2 O 2 process with recycle and its applicability as a post-treatment method. [ABSTRACT FROM AUTHOR]
- Published
- 2016
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17. Application of response surface methodology for Cd(II) adsorption on maize tassel-magnetite nanohybrid adsorbent.
- Author
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Guyo, U., Makawa, T., Moyo, M., Nharingo, T., Nyamunda, B.C., and Mugadza, T.
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RESPONSE surfaces (Statistics) ,MAGNETITE ,CADMIUM ,SOIL composition - Abstract
A novel maize tassel-magnetite nanohybrid (MT-MN) adsorbent for Cd(II) adsorption in batch experiments was synthesised and characterised by scanning electron microscope (SEM) coupled with energy dispersive spectroscopy (EDS), fourier transform infrared spectroscopy (FTIR), XRD (X-ray diffraction spectroscopy) and Brunauer, Emmett and Teller (BET). The effects of pH, contact time, initial concentration and adsorbent dosage and their interactions were investigated using response surface methodology and ANOVA, respectively following a central composite design (CCD). The desirability function on the Design Expert version 9 software showed that the optimum removal (97.26%) was obtained at pH 3.5, contact time 240 min, adsorbent dosage 0.53 g and initial concentration 44.6 mg L −1 . The adsorption data fitted best to the Langmuir adsorption model at the three working temperatures (20, 30 and 40 °C) with all the correlation coefficients ( R 2 ) being greater than 0.99 and had the smallest sum of square deviation values. The maximum sorption capacity of the MN-MT for Cd(II) was 52.05 mg g −1 at 20 °C. Kinetics studies revealed that the adsorption process followed the pseudo-second order model (lowest sum of square error (SSE) values and correlation coefficients ( R 2 ) >0.999) in addition to the intraparticle diffusion model. The calculated thermodynamic parameters showed that the adsorption process was feasible, spontaneous and exothermic in nature. Consequently, the present study demonstrated that MT-MN could be used as an adsorbent for the removal of Cd(II) ions from aqueous solutions. [ABSTRACT FROM AUTHOR]
- Published
- 2015
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18. Optimization of preparation conditions for activated carbon from Brachystegia eurycoma seed hulls: A new precursor using central composite design.
- Author
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Garba, Zaharaddeen N., Rahim, Afidah Abdul, and Bello, Binta Zakari
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BRACHYSTEGIA ,ACTIVATED carbon ,COMPOSITE materials - Abstract
One of the drawbacks troubling agrarian countries like Nigeria is handling so many agricultural by-products lying as wastes thereby causing environmental contamination. Activated carbon production is a significant way of managing such waste materials which result in to waste minimization as well as massive cost saving. Physiochemical activation method was employed in this work for activated carbon production using Brachystegia eurycoma seed hulls (BESH) as new precursor materials. The preparation method involved treatment with potassium carbonate (K 2 CO 3 ) as chemical activating agent. Central composite design (CCD) was applied to study the influence of activation temperature, chemical impregnation ratio (IR) and activation time on the physicochemical activation process. Based on the CCD, a quadratic model and a two-factor interaction (2FI) model were established for malachite green (MG) elimination in percentage and BESH-AC yield respectively. The prime conditions for BESH-AC production were found as 760 °C (activation temperature), IR of 1.00 and 117 min (activation time) ensuing into 91.41% of MG removal and 19.24% of BESH-AC yield. Characterization of the adsorbent revealed it to be mesoporous with large surface area attributed to intercalation of potassium ion. The equilibrium data for adsorption of MG on the optimum activated carbon were well represented by the Langmuir isotherm, giving maximum monolayer adsorption capacity as high as 370.37 mg/g at 30 °C. [ABSTRACT FROM AUTHOR]
- Published
- 2015
- Full Text
- View/download PDF
19. Preparation and testing of low-cost bioadsorbents for improving the anaerobic digestion of post-hydrothermal liquefaction wastewater (PHWW).
- Author
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Sapillado, Gilda, de Melo, Mariza P., Sobral, Paulo J.A., Ribeiro, Rogers, and Tommaso, Giovana
- Subjects
ANAEROBIC digestion ,PEANUT hulls ,SEWAGE ,RESPONSE surfaces (Statistics) ,BIOMASS liquefaction ,BIOGAS ,UPFLOW anaerobic sludge blanket reactors - Abstract
There are currently several promising technologies for the removal of toxic compounds from wastewater; most of them are expensive or require sophisticated equipment. Thus, this study proposes that peanut shells be used as low-cost bioadsorbents for the removal of organic matter (COD) and ammoniacal nitrogen (NH 4
+ -N) from Spirulina hydrothermal liquefaction wastewater (PHWW). Additionally, anaerobic digestion (AD) was used as a biological treatment for pretreated PHWW (by adsorption) to promote additional organic matter removal while recovering energy in the form of methane. In this way, native (PB) and modified (APB) forms of peanut shell bioadsorbents were investigated. APB was activated using NaOH and HCl. For comparison, granular activated carbon (GAC) was chosen as the standard. The adsorbate-PHWW was obtained by using 20% solids (w/v) in the hydrothermal liquefaction (HTL) of Spirulina at 260 °C for 60 min. Response surface methodology (RSM) was used to explore and optimize the effect of various adsorption parameters, such as temperature, pH, and adsorbent dosage. Biochemical potential (BMP) tests were conducted under mesophilic conditions. In adsorption assays, PB was found to be more efficient at removing NH 4+ -N, while APB and GAC achieve higher COD removal percentages. In comparison to untreated PHWW, bioadsorption promoted higher efficiency phenol removal and COD conversion to methane during BMP tests. The anaerobic processes that followed APB and PB adsorption significantly removed more COD than the process fed with GAC-pretreated PHWW. These results established the feasibility of using peanut shells as bioadsorbents in the pretreatment of PHWW, which resulted in an increase in biogas/methane yield. [Display omitted] • Anaerobic digestion of post-hydrothermal liquefaction wastewater (PHWW) was studied. • Peanut shells were used as bioadsorbent in the pretreatment of PHWW. • Chemical activation improved physicochemical characteristics of the bioadsorbents. • The effect of temperature, pH and adsorbent dosage was optimized using response surface methodology (RSM). • Methane production rate was increased when bioadsorbents were used as pretreatment. [ABSTRACT FROM AUTHOR]- Published
- 2022
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20. Modeling of the adsorptive removal of arsenic: A statistical approach.
- Author
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Roy, P., Mondal, N.K., and Das, K.
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ARSENIC removal (Water purification) ,STATISTICAL methods in water quality ,ADSORPTION (Chemistry) ,ARSENIC poisoning ,EXPERIMENTAL design ,PERFORMANCE evaluation - Abstract
Abstract: Arsenic in drinking water has been recognized as a serious community health problem because of its toxic nature and therefore, its removal is highly essential. A series of adsorption experiments (batch and column) were performed utilizing iron impregnated sugarcane carbon (Fe–SCC), a composite adsorbent, to remove arsenic from aqueous systems. Under optimized batch conditions, the Fe–SCC could remove up to 94.5% of arsenic from contaminated water. The artificial neural network (ANN) model was developed from batch experimental data sets which provided reasonable predictive performance (R
2 =0.964; 0.963) of arsenic adsorption. In batch operation, the adsorbent dose had the most significant impact on the adsorption process. For column operation, central composite design (CCD) in response surface methodology (RSM) was applied to investigate the influence on the breakthrough time for optimization and evaluation of interacting effects of different operating variables. The perturbation plot depicted that the breakthrough time is more sensitive to initial concentration and adsorbent dose than flow rate. The optimized result obtained from bar plot revealed that the Fe–SCC was an effective and economically feasible adsorbent; whereas more than 93% desorption efficiency showed the reusability of the adsorbent. The high arsenic adsorptive removal ability and regeneration efficiency of this adsorbent suggest its applicability in industrial/household systems and data generated would help in further upscaling of the adsorption process. [Copyright &y& Elsevier]- Published
- 2014
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21. An approach to apply eco-friendly subcritical water oxidation method in the mineralization of the antibiotic ampicillin
- Author
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Erdal Yabalak
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Central composite design ,Process Chemistry and Technology ,Mineralization (soil science) ,010501 environmental sciences ,010402 general chemistry ,01 natural sciences ,Pollution ,Environmentally friendly ,0104 chemical sciences ,chemistry.chemical_compound ,chemistry ,Ampicillin ,Oxidizing agent ,medicine ,Chemical Engineering (miscellaneous) ,Response surface methodology ,Treatment time ,Hydrogen peroxide ,Waste Management and Disposal ,0105 earth and related environmental sciences ,medicine.drug ,Nuclear chemistry - Abstract
Mineralization of ampicillin, a semi-synthetic β-lactam penicillin, was investigated in subcritical water medium in the presence of hydrogen peroxide. Optimisation of the employed method was performed by the central composite design of the response surface methodology. Effects of each independent variable such as temperature, treatment time, and concentration of the oxidizing agent and their co-effects on TOC removal percentages were evaluated. 81.59% of TOC removal was obtained at 403 K of temperature, 80 mM of hydrogen peroxide and 147.3 min of treatment time. The reliability of the method was assessed by ANOVA and the theoretical equation was proposed for TOC removal of ampicillin. F value was obtained as 113.88 and p-value was obtained to be lower than 0.0001. The applicability of the theoretical model was proved by a series of validation experiments.
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- 2018
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22. Central composite design (CCD) optimized synthesis of Fe3O4@SiO2@AgCl/Ag/Ag2S as a novel magnetic nano-photocatalyst for catalytic degradation of organic pollutants
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Motahare Mehipour, Mohammad-Peyman Mazhari, Masood Hamadanian, and Vahid Jabbari
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Pollutant ,Materials science ,Central composite design ,Process Chemistry and Technology ,02 engineering and technology ,010402 general chemistry ,021001 nanoscience & nanotechnology ,01 natural sciences ,Pollution ,Decomposition ,0104 chemical sciences ,chemistry.chemical_compound ,chemistry ,Chemical engineering ,Nano ,Photocatalysis ,Methyl orange ,Chemical Engineering (miscellaneous) ,Response surface methodology ,0210 nano-technology ,Waste Management and Disposal ,Visible spectrum - Abstract
In this study, we formulated and synthesized an efficient visible light-active magnetic nano-photocatalyst, Fe3O4@SiO2@AgCl/Ag/Ag2S, to decompose methyl orange (MO) as a model organic pollutant. XRD, SEM, TEM, EDS, DRS, and VSM analyses were used to characterize the developed magnetic nano-photocatalyst. Moreover, central composite design (CCD) modeling, which is based on response surface methodology (RSM) modeling, is utilized to optimize the synthetic and operating conditions to maximize the photocataytic performance. The CCD-optimized values for molar ratio of AgCl to Fe3O4, molar ratio of Ag2S to Fe3O4, and the photocatalyst dosage are found to be 0.8, 0.27, and 1.27 g/L, respectively. The developed Fe3O4@SiO2@AgCl/Ag/Ag2S nano-photocatalyst shows a superior photocatalytic activity in decomposition of MO, degrading around 90% and 99% of MO in 30 min and one hour, respectively, under visible light illumination, at which the predicted values are in a good agreement with the experimental values (R2 = 0.971 and Adj-R2 = 0.945). Meanwhile, the morphological, physicochemical, and magnetic properties of the developed nano-photocatalyst are largely retained over ten successive cycles of photocatalytic reactions, and no significant decline in the photocatalytic activity is observed.
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- 2018
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23. Simultaneous removal of ammonium and manganese in slow sand biofilter (SSB) by naturally grown bacteria from lake water and its diverse microbial community
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Ahmad Razi Othman, Fuzieah Subari, Mohd Aidil Kamaruzzaman, Siti Rozaimah Sheikh Abdullah, and Hassimi Abu Hasan
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biology ,Central composite design ,Chemistry ,Process Chemistry and Technology ,0208 environmental biotechnology ,chemistry.chemical_element ,02 engineering and technology ,Manganese ,010501 environmental sciences ,biology.organism_classification ,01 natural sciences ,Pollution ,020801 environmental engineering ,chemistry.chemical_compound ,Pseudoalteromonas ,Biofilter ,Chemical Engineering (miscellaneous) ,Ammonium ,Water treatment ,Water quality ,Food science ,Response surface methodology ,Waste Management and Disposal ,0105 earth and related environmental sciences - Abstract
Ammonium and manganese may cause the aesthetic deterioration of drinking water quality if their penetration into the water intake is not controlled. The current physical chemical methods may be unable to treat polluted raw water alone, so a biological method is used to bolster the current physical capabilities. In this study, the biological removal of ammonium and manganese was performed using a slow sand biofilter (SSB) and optimized based on a central composite design (CCD) with response surface methodology (RSM). RSM was used to study the interaction among the process variables, namely, the feed concentration of ammonium (NH4-N) and manganese (Mn), the aeration rate (AR) and retention time (RT). The optimum conditions suggested by the response model were 2.01 mg NH4-N/L and 3 mg Mn/L feed concentrations, a 6 L/min AR and a 9.45 h RT. The condition resulted in an 89% and 98% reduction of ammonium and manganese, respectively. The microbial community attached on the SSB was identified using a polymerase chain reaction-denaturing gradient gel electrophoresis (PCR-DGGE) method. Eight strains were obtained and identified as closest to Clostridium sp., Desnuesiella sp., Aeromonas sp., Pseudoalteromonas sp., Romboutsia sp., and Plasticicumulans sp. Of the bacteria identified in the community, Aeromonas sp. is known to have the ability to oxidize ammonium, and Pseudoalteromonas sp. is involved in oxidation of soluble Mn2+ to insoluble Mn4+.
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- 2018
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24. Augmentation of native microalgae based biofuel production through statistical optimization of campus sewage wastewater as low-cost growth media
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Sanjeev Mishra, Kaustubha Mohanty, and Medhanie Gebremedhin
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Central composite design ,020209 energy ,Biomass ,Sewage ,02 engineering and technology ,010501 environmental sciences ,01 natural sciences ,chemistry.chemical_compound ,Nutrient ,Nitrate ,0202 electrical engineering, electronic engineering, information engineering ,Chemical Engineering (miscellaneous) ,Waste Management and Disposal ,0105 earth and related environmental sciences ,biology ,business.industry ,Process Chemistry and Technology ,biology.organism_classification ,Pulp and paper industry ,Pollution ,Chlorella ,chemistry ,Wastewater ,Biofuel ,Environmental science ,business - Abstract
The dependence of fresh-water for biomass growth is a major drawback in third generation microalgae biofuels, which need to be replaced with alternate sources. Optimizing nutrient concentrations already present in wastewater and its utilization towards microalgae growth could be a sustainable approach. In the present study, native microalga Chlorella thermophila (MF179624) was isolated and identified as model strain to optimize low-nutrient content campus sewage wastewater (CSW) using central composite design (CCD) followed by steepest ascent method (SAM). In consideration to the statistical optimization, addition of 325 mg L−1 and 1.8 g L−1 of KH2PO4 and NaNO3 resulted in 60% enhancement of biomass yield (2.59 g L−1) with two fold lipid productivity (81.38 mg L−1 d−1). In addition, substantial nutrient removal of ammonia (98.48 ± 1.52%), nitrate (86.37 ± 3.73%), phosphate (73.83 ± 4.28%), along with COD (82.53 ± 4.37%) were achieved. Further, TGA, FTIR, and 1H-NMR based characterization of lipid revealed its potential as a biofuel feedstock. To confirm that, two-step acid-base catalytic transesterification reaction was performed, which resulted in 474.42 mg L−1 FAME yield containing 85.14% C16 and C18.
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- 2018
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25. Optimizing Biebrich Scarlet removal from water by magnetic zeolite 13X using response surface method
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Zaidoon Mohsin Shakor, Adnan A. AbdulRazak, and Sohrab Rohani
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Aqueous solution ,Materials science ,Central composite design ,Scanning electron microscope ,Process Chemistry and Technology ,Analytical chemistry ,02 engineering and technology ,010402 general chemistry ,021001 nanoscience & nanotechnology ,01 natural sciences ,Pollution ,0104 chemical sciences ,chemistry.chemical_compound ,Adsorption ,chemistry ,Zeta potential ,Chemical Engineering (miscellaneous) ,Biebrich scarlet ,Inductively coupled plasma ,0210 nano-technology ,Zeolite ,Waste Management and Disposal - Abstract
The aim of this work was to study the removal of anionic Biebrich Scarlet (BS) dyes from aqueous solution by using magnetic Fe3O4 zeolite 13X (Fe3O4/13X). The composite adsorbent, synthesized by co-precipitation method, was characterized by X-ray Powder Diffraction (XRD), Transmission Electron Microscopy (TEM), Scanning Electron Microscopy (SEM), and Vibrating Sample Magnetometry (VSM), as well as Inductively Coupled Plasma (ICP) and Zeta Potential (ZP) measurements. The three-factor Central Composite Design (CCD) combined with Response Surface Modeling (RSM) was used for maximizing the BS dye removal from aqueous solution. The three independent variables, namely the solution pH (in the 3–9 range), initial dye concentration (30–100 mg/L) and adsorbent mass (90–350 mg/L) served as inputs to the quadratic model of adsorption capacity. The findings yielded by analysis of variance (ANOVA) confirmed the high significance of the regression model. The predicted values of the BS adsorption capacity were in good agreement with the corresponding experimental values. Optimized conditions for maximum BS dye removal by Fe3O4/13X were pH 3.10, 98.05 mg/L initial dye concentration, and 288.82 mg/L adsorbent mass. The validity of the quadratic model was examined by conducting experiments in which the optimum values of process variables were employed, and good agreement was found between the experimental and predicted values. The present study shows that magnetic zeolite can be used as an adsorbent for highly efficient BS dye removal.
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- 2018
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26. Treatment of palm oil mill effluent (POME) using chickpea (Cicer arietinum) as a natural coagulant and flocculant: Evaluation, process optimization and characterization of chickpea powder
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Kevin Hwang Qi Chong, Angela Paul Peter, Pavithran Ragu, Senthil Kumar Arumugasamy, Brian Lee Choong Lek, Anurita Selvarajoo, and Vasanthi Sethu
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Suspended solids ,Flocculation ,Central composite design ,Chemistry ,Process Chemistry and Technology ,Chemical oxygen demand ,02 engineering and technology ,010501 environmental sciences ,021001 nanoscience & nanotechnology ,Pulp and paper industry ,01 natural sciences ,Pollution ,Wastewater ,Pome ,Chemical Engineering (miscellaneous) ,Turbidity ,0210 nano-technology ,Waste Management and Disposal ,0105 earth and related environmental sciences ,Total suspended solids - Abstract
There has been increasing interest on the use of natural organic coagulants to replace synthetic inorganic coagulants due to environment and health concerns and its failure to comply with discharge regulations. In this study, chickpea (Cicer arietinum) was utilized as a natural and novel coagulant and flocculant in the treatment of palm oil mill effluent (POME) produced from crude palm oil extraction. The standard jar test method was utilized to investigate the effects of pH, dosage and rapid mixing speed on the removal of total suspended solids (TSS), turbidity and chemical oxygen demand (COD). By applying response surface methodology with a central composite design, the optimum condition was established at pH of 6.69, chickpea dosage of 2.6 g/L, and rapid mixing speed of 140 rpm. At the optimum condition, the removal percentages of turbidity, COD and TSS were determined to be 86%, 56% and 87% respectively. Characterization of chickpea with Fourier transform infrared spectroscopy revealed the presence of OH, CH, NH, CC, CO, CN bonds which is most likely to be found in proteins and polysaccharides; while results from scanning electron microscopy showed the rough and porous structure of chickpea and confirms the interaction between the suspended solid pollutants of POME and chickpea. On top of that, analytical results from energy dispersive x-ray spectroscopy and bomb calorimeter discovered that the dewatered sludge recovered post-treatment at optimum condition have a high potential to be used as a clean solid biomass fuel.
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- 2018
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27. Decolourization by PVP stabilized Fe-Ni nanoparticles of Reactive Black 5 dye
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Prerana Kane and Ravindra D. Kale
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chemistry.chemical_classification ,Materials science ,Central composite design ,Process Chemistry and Technology ,Nanoparticle ,Salt (chemistry) ,02 engineering and technology ,010501 environmental sciences ,021001 nanoscience & nanotechnology ,Alkali metal ,01 natural sciences ,Pollution ,chemistry ,Transmission electron microscopy ,Chemical Engineering (miscellaneous) ,Response surface methodology ,0210 nano-technology ,Spectroscopy ,Waste Management and Disposal ,Bimetallic strip ,0105 earth and related environmental sciences ,Nuclear chemistry - Abstract
Nanoscale Fe-Ni bimetallic particles with Polyvinyl pyrrolidone (PVP) as a stabilizer were synthesized for dye decolourization and characterized by X-ray diffraction (XRD), energy dispersive X-ray spectroscopy (EDX), transmission electron microscopy (TEM) and nano particle size analyser. Analysis of variance (ANOVA) for decolourization was done by the central composite design (CCD) with response surface methodology (RSM). Three operational factors concentration of nanoparticles, concentration of dye and pH were selected for design of experiments. The influence of reaction duration, alkali and salt addition on dye decolourization was also studied. Dye degraded product and breaking of chromophoric group was analysed by gas chromatography–mass spectrometry (GCMS) and FT-IR analysis. The dye decolourization of was 97.89% obtained with reduction in COD and BOD value was achieved with negligible generation of the sludge.
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- 2018
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28. Optimization of crystal violet adsorption onto Date palm leaves as a potent biosorbent from aqueous solutions using response surface methodology and ant colony
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Abolfazl Semnani, Vahid Zare-Shahabadi, Mohsen Nekoeinia, Abolfazl Ghazali, and Mahboube Shirani
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Aqueous solution ,Central composite design ,Chemistry ,Process Chemistry and Technology ,Ant colony optimization algorithms ,Cationic polymerization ,02 engineering and technology ,010501 environmental sciences ,Ant colony ,021001 nanoscience & nanotechnology ,01 natural sciences ,Pollution ,chemistry.chemical_compound ,Adsorption ,Chemical Engineering (miscellaneous) ,Crystal violet ,Response surface methodology ,0210 nano-technology ,Waste Management and Disposal ,0105 earth and related environmental sciences ,Nuclear chemistry - Abstract
In this research study the potential of date palm leaves as an efficient biosorbent to adsorb crystal violet as one of the toxic cationic dyes from aqueous solution was investigated. Date palm leaves were characterized by SEM-EDX, BET, and FT-IR. The influence of prominent parameters such as pH, temperature, time, initial dye concentration, and amount of biosorbent on the removal (%) were studied using central composite design (CCD). RSM modeling was utilized to state the removal (%) as a function of the studied experimental parameters. Two statistical approaches were employed to develop RSM models: stepwise selection and ant colony optimization (ACO). Using another ACO algorithm, the best obtained operational conditions were 10.10, 55.92 °C, 21.10 min, 16.35 mg L−1, and 48.64 mg for pH, temperature, time, initial dye concentration, and biosorbent amount, respectively. The final results confirmed higher capability and accuracy of ACO-RSM in prediction compared with stepwise-RSM with shorter equation phrases. Maximum adsorption percent of 99.5 ± 0.4 predictably and 99.1 ± 0.1 experimentally were achieved under the optimal conditions. The experimental data were found to be suitably fitted to the Freundlich model with maximum adsorption capacity of 37.736 mg g−1.
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- 2018
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29. Extraction and optimization of tannin from the flower of Musa sp. applied to the treatment of iron ore dump
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Carlos Alberto dos Santos Vaz, Luzia Lima Rezende Naves, José Henrique de Freitas Gomes, Renata Carolina Zanetti Lofrano, Washington Luis Moreira Braga, Jaqueline Alves Roberto, Alexandre Boscaro França, Fabiano Luiz Naves, Gisella Rossana Lamas Samanamud, and Carla Cristina Almeida Loures
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chemistry.chemical_classification ,Flocculation ,Central composite design ,Process Chemistry and Technology ,Extraction (chemistry) ,02 engineering and technology ,010501 environmental sciences ,Raw material ,021001 nanoscience & nanotechnology ,Pulp and paper industry ,01 natural sciences ,Pollution ,chemistry ,Percolation ,Chemical Engineering (miscellaneous) ,Tannin ,Response surface methodology ,Turbidity ,0210 nano-technology ,Waste Management and Disposal ,0105 earth and related environmental sciences - Abstract
This work studies low-cost coagulants and flocculants with satisfactory efficiency, using the flower from Musa sp. as raw material. Many coagulants already used in the market, have high application cost and they may also be polluters. The tannins, natural biocoagulants, coming from the secondary mechanism of plants, are somewhat chemically reactive and they have already been used in processes. The present work has the objective of obtaining tannins using hot percolation as the extraction method, with the following factors: extraction solvent type, batch extraction number and percolation time. To evaluate the best extraction condition, a response surface methodology characterized by a Central Composite Design (CCD) was used, which could analyze each of the respective factors in five levels. The optimization of the model generated from the response surface aiming at a higher concentration of tannins was done using the Generalized Reduced Gradient (GRG) algorithm. Under these conditions, the tannin concentration was 0.93 μg/mL in the experimental conditions defined by the following factors: acetic acid solution 12.5% v/v, 6 batch with 45 min each. Under these conditions, the efficiency of the extract in the coagulation and flocculation of sludge from the mining industry was 98.78% for turbidity removal and 99.24% for solid removal.
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- 2018
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30. Eggshell as heterogeneous catalyst for synthesis of biodiesel from high free fatty acid chicken fat and its working characteristics on a CI engine
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V. Arul Mozhi Selvan and Kirubakaran M
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Biodiesel ,Central composite design ,Chemistry ,020209 energy ,Process Chemistry and Technology ,02 engineering and technology ,Transesterification ,Raw material ,Diesel engine ,Pulp and paper industry ,complex mixtures ,Pollution ,Diesel fuel ,Chicken fat ,Biodiesel production ,0202 electrical engineering, electronic engineering, information engineering ,Chemical Engineering (miscellaneous) ,Waste Management and Disposal - Abstract
This investigation is a new attempt to utilize the low cost chicken fat and waste chicken eggshell as catalyst for the production of chicken oil biodiesel and optimizing the transesterification process parameters. The performance, combustion and emission characteristics of the diesel engine have been analyzed by using the produced biodiesel. Esterification is carried out to reduce the free fatty acid of the chicken oil below 1 mg KOH/g of oil. The transesterification process variables are optimized using response surface methodology and the experiments are conducted based on central composite design. The optimum transesterification conditions are 1:13 M ratio, catalyst concentration of 8.5 wt.% of oil, 5 h reaction time, 57.5 °C reaction temperature and fixed agitation speed of 500 rpm. The most significant factor affecting biodiesel yield is identified as molar ratio. Validation of the model shows that the maximum biodiesel yield 90.41% is close to the predicted value 92.29%. Reusability study of the recovered catalyst has been done. The engine emission study shows carbon monoxide, hydrocarbon and filter smoke number of the pure biodiesel and its blend are lower than diesel. The heat release rate for diesel is higher than all other test fuels. Finally, the experimental work reveals that chicken fat and eggshell as catalyst could be a suitable feedstock for biodiesel production.
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- 2018
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31. Response surface methodology based optimization of keratinase production from Trichoderma harzianum isolate HZN12 using chicken feather waste and its application in dehairing of hide
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Harichandra Z. Ninnekar, Sikandar I. Mulla, and Zabin K. Bagewadi
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0301 basic medicine ,animal structures ,biology ,Central composite design ,Chemistry ,Feather meal ,Process Chemistry and Technology ,Trichoderma harzianum ,Environmental pollution ,biology.organism_classification ,Pollution ,03 medical and health sciences ,030104 developmental biology ,Keratinase ,Solid-state fermentation ,biology.protein ,Chemical Engineering (miscellaneous) ,Yeast extract ,Response surface methodology ,Food science ,Waste Management and Disposal - Abstract
Keratin proteins are a major constituent of feathers which largely contribute to environmental pollution. The present study reports a potent feather degrading fungi isolated from soil and molecularly characterized (18S rDNA gene sequencing) and identified as Trichoderma harzianum isolate HZN12 (KP235366). Assessment of keratinase production from the isolate revealed better production under solid state fermentation (SSF) conditions (1320 U/g) over submerged (185 U) using chicken feathers. The effect and contribution of independent process variables were studied by Plackett–Burman design. Additionally, statistical modeling by central composite design of response surface methodology was applied to optimize the culture conditions for keratinase production under SSF. Maximum keratinase production (10,150 U/g) was validated with a 7.7 fold increase under the optimized conditions (chicken feather meal 3 g/20 ml, yeast extract 0.2%, glucose 0.9%, pH 8.5 and temperature of 37 °C) with a correlation coefficient (R2) = 95.56%. Keratinase was employed for dehairing of goat hide and assessed based on different organoleptic properties. The keratinase dehaired skin exhibited superior properties in comparison to the chemical treatment. Furthermore, keratinase also showed good stability and compatibility with the tested commercial detergents making it suitable for industrial applications such as, leather and detergent industries. The results suggest an ecofriendly approach for biodegradation of chicken feather waste.
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- 2018
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32. Assessment of Mercury biosorption by Saccharomyces cerevisiae: Response surface methodology for optimization of low Hg (II) concentrations
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Kianoush Khosravi-Darani, N Rahimifard, Mohammad Rasoul Hadiani, and Habibollah Younesi
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0106 biological sciences ,Pollutant ,Aqueous solution ,Central composite design ,Chemistry ,Process Chemistry and Technology ,Biosorption ,chemistry.chemical_element ,010501 environmental sciences ,01 natural sciences ,Pollution ,Mercury (element) ,Wastewater ,010608 biotechnology ,Environmental chemistry ,Chemical Engineering (miscellaneous) ,Water treatment ,Response surface methodology ,Waste Management and Disposal ,0105 earth and related environmental sciences - Abstract
The potential of Saccharomyces cerevisiae for bioremoval of low concentrations of Hg2+ ions at ppb level in aqueous solutions was investigated. The effects of biomass, initial pH-value and initial Hg concentration on the removal efficiency of yeast were studied, and these parameters were optimized by central composite design. Verification of Hg2+ removal data was accomplished based on analytical quality assurance before instrumental analysis. Obtained data revealed that the optimal conditions for Hg biosorption were: 5.45, 79.8 μg/L and 47.7 × 107 CFU for pH-value, initial Hg2+ concentration and biomass, respectively; the maximum Hg2+ removal efficiency under optimal conditions was found to be 88.9%. These findings suggest that, in addition to its known ability to remove high levels of heavy metals in wastewater, S. cerevisiae can even be used for mitigation of very low concentrations of precarious elements such as mercury, usually considered as pollutants in water treatment and food processing industry.
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- 2018
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33. Synthesis of antimicrobial cationic amphiphile functionalized mesocellular silica foam prepared on hard template/support activated carbon for enhanced simultaneous removal of Cu(II) and Zn(II) ions
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Arash Asfaram, Ebrahim Sharifpour, Mehrorang Ghaedi, Hedayat Haddadi, and Kheibar Dashtian
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Materials science ,Aqueous solution ,Central composite design ,Scanning electron microscope ,Process Chemistry and Technology ,Sonication ,Cationic polymerization ,02 engineering and technology ,010402 general chemistry ,021001 nanoscience & nanotechnology ,01 natural sciences ,Pollution ,0104 chemical sciences ,law.invention ,Adsorption ,law ,medicine ,Chemical Engineering (miscellaneous) ,Calcination ,0210 nano-technology ,Waste Management and Disposal ,Activated carbon ,medicine.drug ,Nuclear chemistry - Abstract
A new mesocellular silica foam (MCSiF) were successfully formed on the surface of activated carbon (AC) and subsequently for increases of surface and pours area of samples the AC was removed by calcination and products was functionalized by polymixin B as an antimicrobial cationic amphiphile agent. The synthesis samples structures were characterized with several techniques including X-ray diffraction (XRD), Fourier transform infrared (FT-IR), filed emission scanning electron microscopy (FESEM), nitrogen adsorption-desorption analysis. Functionalized MCSiF exhibits enhanced performance for removal of Cu(II) and Zn(II) ions from aqueous solution. The central composite design (CCD) was used to find out the main and interaction effect of operational factors (initial Cu(II) and Zn(II) concentration (7–35 mg L−1), pH values (3.5–9.5), adsorbent mass (5–45 mg) and sonication time (0.5–6.5 min)) on Cu(II) and Zn(II) ions removal efficiency and subsequently optimized the operating variables condition by desirability function method under CCD. The obtained experimental data were analyzed by Pareto chart, analysis of variance (ANOVA) and second-order polynomial models. The maximum removal efficiencies of 99.99% and 99.987% was obtained for Cu(II) Zn(II) at optimize condition set as at 20 mg L−1 of Cu(II), 15 mg L−1 of Zn(II) ions, 4 min sonication time, 40 mg adsorbent mass and pH value of 6.5.
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- 2018
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34. In-situ generation of effective coagulant to treat textile bio-refractory wastewater: Optimization through response surface methodology
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Assen Emmanuella Zogbé, Alain Stéphane Assémian, Patrick Drogui, Konan Edmond Kouassi, and Kopoin Adouby
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Electrolysis ,Materials science ,Central composite design ,Process Chemistry and Technology ,medicine.medical_treatment ,02 engineering and technology ,010501 environmental sciences ,021001 nanoscience & nanotechnology ,Pulp and paper industry ,01 natural sciences ,Pollution ,Electrocoagulation ,law.invention ,Absorbance ,Wastewater ,law ,medicine ,Batch processing ,Chemical Engineering (miscellaneous) ,Response surface methodology ,Turbidity ,0210 nano-technology ,Waste Management and Disposal ,0105 earth and related environmental sciences - Abstract
The discharge of textile industries wastewaters into waterbodies remains a constant threat for environment. Through this study, we aim to optimize Textile Bio-refractory Wastewater (TBW) treatment by electrocoagulation (EC) process. EC runs were carried out in batch mode using an electrolytic cell equipped with iron electrodes, in parallel monopolar (MPP) configuration. TBW’s characterization has revealed a low biodegradability index value ( B O D 5 / C O D = 0.02). Most of optimizations studies have focused on traditional “one-factor-at-a time” methodology. However, this approach is visibly time consuming, does not take into account interactions effects and could give unreliable results. Therefore, we opted for Response surface methodology (RSM) which is a powerful statistical-based technique for modelling and optimization of complex processes. In this perspective, factorial experimental design (FD: 2k=3) was used to determine the influent parameters on textile pollutants removal. Electrolysis time ( X 1 ) and Current intensity ( X 2 ) were the main influential parameters with a cumulative contribution superior to 94 % for each of the three responses studied (turbidity, COD, Absorbance) whereas interactions and pH contributions are almost negligible ( 4% for pH). Afterwards, a central composite design (CCD) has been used to determine optimal conditions that maximize simultaneously all responses. Experimental results predicted by RSM model (99.95 % of Turbidity; 78.87 % of COD; 84.91 % Absorbance) under optimal conditions (75 min; 2.61 A and pH = 6.83) were close to the theoretical ones. EC process operated under optimal conditions involves a total cost of 4.95 US$/ m3 of treated TBW including chemicals, energy and electrode consumption.
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- 2018
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35. Evaluation and optimization of Fenton pretreatment integrated with granulated activated carbon (GAC) filtration for carbamazepine removal from complex wastewater of pharmaceutical industry
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Amruta Morone, Tapan Chakrabarti, R.A. Pandey, and Kshitiz Dwivedi
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inorganic chemicals ,Chromatography ,Central composite design ,Chemistry ,Process Chemistry and Technology ,02 engineering and technology ,Carbamazepine ,010501 environmental sciences ,021001 nanoscience & nanotechnology ,01 natural sciences ,Pollution ,Process conditions ,law.invention ,Wastewater ,law ,medicine ,Chemical Engineering (miscellaneous) ,0210 nano-technology ,Waste Management and Disposal ,Filtration ,0105 earth and related environmental sciences ,medicine.drug ,Activated carbon - Abstract
The bulk manufacturing of carbamazepine (CBZ) by pharmaceutical manufacturing industries leads to generation of huge amount of wastewater containing this recalcitrant compound. This necessitates the application of advanced oxidation processes (AOPs) as a pretreatment strategy for the treatment of such complex industrial wastewaters. Therefore, in the present study, effect of Fenton treatment was investigated for removal of CBZ from real wastewater containing higher CBZ concentrations. The preliminary studies were conducted to assess the significant factors in Fenton treatment and pH, Fenton dose and time were found to be statistically significant parameters affecting the Fenton process. Based on these results, further experimental trials were designed statistically using Central Composite Design in MINITAB 16 software. The process conditions were optimized using Response Surface Optimizer Tool in MINITAB 16 and pH = 3.5 and H2O2 concentration of 8.5 g/L was obtained as optimum condition leading to 49.39 ± 0.93% CBZ removal from pharmaceutical wastewater containing higher CBZ concentrations. The detoxification of Fenton-treated wastewater through granulated activated carbon (GAC) column resulted in an overall CBZ removal of 99.51 ± 0.02%. The detoxification was further corroborated through seed germination test which demonstrated a potential reduction in toxicity post-detoxification using GACs.
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- 2018
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36. Biogenic nano zero valent iron (Bio-nZVI) anaerobic granules for textile dye removal
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Shruthi Vathaluru Sudakaran, Yarlagadda V. Nancharaiah, Amitava Mukherjee, S Santhosh, P. Mrudula, Natarajan Chandrasekaran, and Ravikumar K.V.G.
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Zerovalent iron ,Aqueous solution ,Central composite design ,Chemistry ,Process Chemistry and Technology ,Kinetics ,Nanoparticle ,02 engineering and technology ,010501 environmental sciences ,021001 nanoscience & nanotechnology ,01 natural sciences ,Pollution ,chemistry.chemical_compound ,Dry weight ,Methyl orange ,Chemical Engineering (miscellaneous) ,Fourier transform infrared spectroscopy ,0210 nano-technology ,Waste Management and Disposal ,0105 earth and related environmental sciences ,Nuclear chemistry - Abstract
Zero valent iron nanoparticles (nZVI) were synthesized using anaerobic granular sludge under anaerobic conditions. UV–vis spectroscopy, X-ray diffraction, Fourier Transform Infrared spectroscopy and SEM-EDX were used for characterization of Bio-nZVI. The nZVI loaded anaerobic granular sludge (Bio-nZVI) was subsequently evaluated for removing methyl orange from aqueous solutions. Central composite design with three level factors has been employed for the determination of efficient process parameters such as methyl orange initial concentration (10–50 mg/L), weight of anaerobic granules (10–30 mg dry weight) and interaction time (90–240 min) for methyl orange removal from aqueous solution. Under the optimized conditions (weight of Bio-nZVI: 30 mg; interaction time: 240 min and initial methyl orange concentration: 10 mg/L), the removal percentage and removal capacity was found to be 99% and 168 mg/g respectively. The reduction of methyl orange by Bio-nZVI followed pseudo-second order kinetics. The granules were characterized for possible changes in the morphology and surface chemistry after methyl orange removal. The process applicability was further evaluated for removing methyl orange from ground water and lake water samples spiked with known concentrations of methyl orange.
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- 2018
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37. Optimization of ceramic waste filter for bathroom greywater treatment using central composite design (CCD)
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Muhammad Shabery Sainudin, Amir Hashim Mohd Kassim, Adeleke Abdulrahman, Adel Al-Gheethi, Siti Asmah Bakar, and Radin Maya Saphira Radin Mohamed
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Materials science ,Central composite design ,Hydraulic retention time ,Process Chemistry and Technology ,Chemical oxygen demand ,02 engineering and technology ,010501 environmental sciences ,021001 nanoscience & nanotechnology ,Pulp and paper industry ,Greywater ,01 natural sciences ,Pollution ,law.invention ,law ,visual_art ,visual_art.visual_art_medium ,Chemical Engineering (miscellaneous) ,Ceramic ,Turbidity ,0210 nano-technology ,Waste Management and Disposal ,Filtration ,0105 earth and related environmental sciences ,Total suspended solids - Abstract
The present study aims to develop a filtration system consisting of ceramic wastes as a treatment process of bathroom greywater to reduce chemical oxygen demand (COD), Total suspended solids (TSS), Total nitrogen (TN), and turbidity. Optimization of the reduction efficiency was investigated using response surface methodology (RSM) as a function of the ceramic practical sizes (0.25–1.18 mm) and hydraulic retention time HRT (1–3 h). The functional groups on the surface of the ceramic filter media were determined using Fourier transform irradiation (FTIR), while the scanning electron microscope (SEM) was used to determine the microstructure and the surface morphology of the ceramic particles. Results revealed that the optimal reduction of COD, TSS, TN, and turbidity was influenced by active sites of the filter media (C C, C O, C O H, and OH−) and was achieved under the operating conditions of 0.25 mm of ceramic particles after 3 h of HRT, the observed and predicted reduction for COD, TSS, TN, and Turbidity were 38.8 vs. 39.8%; 58.47 vs. 59.59%; 66.66 vs. 67.32%; 88.31 vs. 89.02%, respectively. It can be concluded that the effectiveness of the ceramic filter media is a potential source for the filtration of bathroom greywater.
- Published
- 2018
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38. Optimization of hydrodynamic cavitation process of biodiesel production by response surface methodology
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Mohammadreza Omidkhah, Barat Ghobadian, Hamid Reza Chitsaz, and Mehdi Ardjmand
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Biodiesel ,Potassium hydroxide ,Materials science ,ASTM D6751 ,Central composite design ,020209 energy ,Process Chemistry and Technology ,02 engineering and technology ,010501 environmental sciences ,Pulp and paper industry ,01 natural sciences ,Pollution ,chemistry.chemical_compound ,chemistry ,Biofuel ,Biodiesel production ,0202 electrical engineering, electronic engineering, information engineering ,Chemical Engineering (miscellaneous) ,Response surface methodology ,Methanol ,Waste Management and Disposal ,0105 earth and related environmental sciences - Abstract
The aim of this research was to investigate the optimum conditions in biodiesel production from waste frying oil using hydrodynamic cavitation process. The Central composite design of experiment was carried out using the MINITAB 17, and the results were analyzed using response surface methodology. The optimum conditions for biodiesel production were obtained when using oil to methanol molar ratio of 1:6, 1.1 wt.% of potassium hydroxide, inlet pressure at 3.27 bar with a reaction time of 8 min in hydrodynamic cavitation process. The highest yield (%) in the experiment and the model was 95.6 ± 0.8% and 97.56% respectively. The biodiesel production was confirmed, by studying the GC–MS and FTIR spectra. Fuel characteristics were tested according to ASTM D6751 standard.
- Published
- 2018
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- View/download PDF
39. Optimization of media composition for enhancing carbazole degradation by Pseudomonas aeruginosa RS1
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Prasenjit Ghosh and Suparna Mukherji
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0301 basic medicine ,Central composite design ,biology ,Carbazole ,Process Chemistry and Technology ,Diffusion ,Substrate (chemistry) ,010501 environmental sciences ,Bacterial growth ,01 natural sciences ,Pollution ,Cofactor ,03 medical and health sciences ,chemistry.chemical_compound ,030104 developmental biology ,chemistry ,biology.protein ,Chemical Engineering (miscellaneous) ,Composition (visual arts) ,Response surface methodology ,Waste Management and Disposal ,0105 earth and related environmental sciences ,Nuclear chemistry - Abstract
Plackett-Burman design (PBD), steepest ascent method (SAM) and central composite design (CCD) using response surface methodology (RSM) were applied to explore the effects of sixteen media components on carbazole degradation by Pseudomonas aeruginosa RS1. Carbazole acclimatized P. aeruginosa RS1 was grown on 100 mg/L carbazole provided as sole substrate in 50 mL mineral media and residual carbazole was quantified after 8 days. PBD revealed media components, MnCl2·4H2O (L), NiCl2·6H2O (J) and CaCl2·2H2O (P) as the most significant. SAM indicated that increasing concentration of MnCl2·4H2O (L) and decreasing concentrations of NiCl2·6H2O (J) and CaCl2·2H2O (P) from their center point levels increased carbazole degradation. CCD using RSM indicated the optimum concentrations of L, J and P as 57.04, 0.046 and 15 mg/L, respectively. Carbazole degradation in the optimized media (67 ± 2.7%) closely matched the theoretically predicted value (67%) and was much higher than that in the unoptimized media (38 ± 1.2%). Culture growth was significantly enhanced in the optimized media and disc diffusion studies confirmed growth inhibitory effect of J and P at concentration beyond the optimum values identified. Some accumulation of metabolites was also observed over the log growth phase. Increase in L caused enhanced accumulation of metabolites at the end of log phase, thus, it possibly enhanced carbazole degradation by increasing the activity of upper pathway enzymes having Mn as a cofactor.
- Published
- 2018
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40. Optimized synthesis of molecularly imprinted polymers coated magnetic UIO-66 MOFs for simultaneous specific removal and determination of multi types of macrolide antibiotics in water.
- Author
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Liu, Yiyang, Zhang, Hengyuan, Xie, Dechang, Lai, Huiyu, Qiu, Qiufeng, and Ma, Xiaoguo
- Subjects
MACROLIDE antibiotics ,IMPRINTED polymers ,SOLID phase extraction ,HIGH performance liquid chromatography ,ADSORPTION kinetics ,POLYMERIZATION ,HYDROGEN bonding interactions ,POLYMERIC composites - Abstract
Macrolide antibiotics (MALs) are widely used in various fields and are resistant to degrade in the water environment, thus constituting potential hazards to human health. In this work, a new composite, molecularly imprinted polymers coated magnetic metal-organic frameworks with carboxyl modification (M-UIO-66@MIPs) was selected and characterized, for the simultaneous specific adsorption and determination of five MALs from aqueous solution. It was found that UIO-66-COOH with ligand defects showed better pre-polymerization effect than other matrix materials. The synthesis conditions for the imprinting polymer were optimized via response surface methodology. The characteristics of related materials were studied, and a series of adsorption experiments were carried out. The results showed that the adsorption equilibriums of M-UIO-66@MIPs were reached within 1 h, with the total adsorption capacity for the five MALs was 99.05 mg g
−1 . The pseudo-second-order kinetic model and Freundlich isotherm model could best fit the adsorption process, and the adsorption thermodynamics was controlled by the change of entropy. Adsorption mechanisms were deduced as hydrogen bonding interaction and electrostatic interaction. In addition, M-UIO-66@MIPs has good selectivity and reusability. Furthermore, a new detection method for the five MALs was developed, using the prepared material as the adsorbent for magnetic solid-phase extraction, coupled with high-performance liquid chromatography. Under the optimal extraction condition, the limits of detection for five MALs were 3.1–44.6 μg L−1 , and the recoveries were 92.9–108.7 % in the determination of real water samples. Therefore, the M-UIO-66@MIPs could be the efficient adsorbent for simultaneous selective removal and sensitive determination of multi-residual MALs. [Display omitted] • UIO-66-COOH with ligand defects and activation promoted MALs polymerization. • Core-shell M-UIO-66@MIPs were prepared and characterized. • The central composite design was applied for synthesis optimization. • M-UIO-66@MIPs possessed fast adsorption kinetics and selectivity for MALs. • MSPE-HPLC was developed for multi-residual detection of MALs in water. [ABSTRACT FROM AUTHOR]- Published
- 2022
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41. Recovery of precious metals from printed circuit boards by cyanogenic bacteria: Optimization of cyanide production by statistical analysis.
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Merli, Giulia, Becci, Alessandro, and Amato, Alessia
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PRINTED circuits ,PRECIOUS metals ,CYANIDES ,ELECTRONIC waste ,RESPONSE surfaces (Statistics) ,GLYCINE agents - Abstract
The present work was focused on mobilizing Ag from the waste printed circuit boards (WPCBs) of discarded computers by bioleaching. In this contest, bioleaching promoted by bacteria may be regarded as a potential alternative to conventional cyanidation and chemical leaching. The capacity of a cyanogenic bacteria, Pseudomonas aeruginosa (P. aeruginosa), for cyanide production and Ag mobilization from electronic waste was assessed. Also, in order to maximize cyanide production, the influence of the initial pH and glycine concentration was studied and optimized via central composite design of a response surface methodology (CCD-RSM). In the optimal conditions (pH 8 and 1 g/L of glycine) P. aeruginosa produced around 10 mg/L cyanide. Therefore, the bioleaching experiments were performed under the synergistic effect of glycine and cyanide through a two-step process. In the first step the bacteria were grown in the optimized conditions and in the second step, after the maximum cyanide production was reached, WPCBs were added to the growth medium and the pH was set to 9. The optimization resulted in 90% Ag mobilization. In addition, the Au bioleaching was investigated and observed with an efficiency around 20%. Considering the current availability of WPCBs on the market, the results are very promising for the development of recycling processes in the spirit of circular economy. [Display omitted] • A biotechnology was developed for the recovery of Ag from printed circuit boards. • Cyanide was produced by P. aeruginosa at pH 8 and glycine concentration 1 g/L. • Pseudomonas aeruginosa mobilized 90% of Ag by a two-step bioleaching. • The combination of lab experiments and CCD-RSM optimized cyanide production. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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42. Optimization of Pb(II) removal by a novel modified silica aerogel using Quince seed mucilage with response surface methodology
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Alireza Nezamzadeh-Ejhieh, Parastoo Ghahremani, and Mohammad Hassan Vakili
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Materials science ,Aqueous solution ,Central composite design ,Process Chemistry and Technology ,Langmuir adsorption model ,Aerogel ,Pollution ,symbols.namesake ,Adsorption ,Desorption ,symbols ,Chemical Engineering (miscellaneous) ,Response surface methodology ,Fourier transform infrared spectroscopy ,Waste Management and Disposal ,Nuclear chemistry - Abstract
The synthesis of new environmentally friendly and biocompatible material is an exciting research field to remove various pollutants from water/wastewater samples. The main objective of this paper is the successful synthesis of an Eco-friendly and novel modified silica aerogel (NMSA) by adding a small amount of Quince seed mucilage (QSM, 0.05 wt%) to water glass precursor and an ambient pressure drying method. The prepared NMSA was characterized by Fourier transform infrared spectroscopy (FTIR), scanning electron microscope (SEM), and N2 adsorption/desorption isotherms. Results showed that adding a small amount of QSM to the precursor causes the formation of relatively uniform nanoparticles with an approximate size of 20 nm. The synthesized NMSA was then used for Pb(II) removal from an aqueous solution. Pb(II) adsorption in NMSA was about 30% more than raw Silica aerogel (SA). After performing some preliminary experiments and confirming the excellent efficiency of the NMSA in Pb(II) removal, RSM (response surface methodology) study via a central composite design (CCD) optimization approach was made to study the effects of the interaction of the influencing variables on the adsorption efficiency. The maximum Pb(II)-removal efficiency of 75% was achieved for the optimized run with conditions of pH: 4, contact time: 62 min, NMSA dosage: 1.4 g/L, and initial Pb(II) concentration: 50 mg/L. The Pb(II) removal by the modified NMSA adsorbent well obeyed the Langmuir isotherm and a pseudo-second-order rate kinetics model.
- Published
- 2021
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43. Adsorption studies of As(III) from wastewater with a novel adsorbent in a three-phase fluidized bed by using response surface method.
- Author
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Dora, Tapas K., Mohanty, Yashobana K., Roy, Gopendra K., and Sarangi, B.
- Subjects
WASTEWATER treatment ,ADSORPTION (Chemistry) ,SORBENTS ,ARSENIC in water ,PRECIPITATION (Chemistry) ,FLUIDIZATION ,RESPONSE surfaces (Statistics) ,PARTICLE size distribution - Abstract
Abstract: Existing overviews of arsenic removal include technologies that have traditionally been used (oxidation, precipitation/coagulation/membrane separation/adsorption) in static bed, with far less attention paid to fluidized bed. The objective of this study is to investigate the possibility of using cashew nut shale waste as an alternative adsorbent for the removal of arsenic (III) ions from aqueous solutions by using gas–liquid–solid fluidized bed. The effect of gas velocity, liquid velocity, initial static bed height and average particle size on the adsorption of arsenic (III) by cashew nut shale waste is investigated using batch methods. The single and combined effects of operating parameters such as gas velocity, liquid velocity, initial static bed height and average particle size on the adsorption of arsenic (III) from wastewater are analyzed using response surface methodology (RSM). A 2
4 full factorial central composite experimental design was employed. Analysis of variance (ANOVA) showed a high coefficient of determination value (R2 =0.9611) and satisfactory prediction second-order regression model was derived. The optimum operating conditions were determined as gas velocity, 12.5m/s; liquid velocity, 0.04m/s; initial static bed height, 0.1m and average particle size of 1.27mm. At optimum adsorption conditions, the adsorption of arsenic (III) from wastewater in a three phase fluidized bed is found to be 92.5464%. [Copyright &y& Elsevier]- Published
- 2013
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44. Experimental study and kinetic modelling of the enzymatic degradation of the azo dye Crystal Ponceau 6R by turnip (Brassica rapa) peroxidase
- Author
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João Paulo Bassin, R.R. Carpio, M.A. Almaguer, and T.L.M. Alves
- Subjects
chemistry.chemical_classification ,021110 strategic, defence & security studies ,Central composite design ,biology ,Chemistry ,Process Chemistry and Technology ,0211 other engineering and technologies ,02 engineering and technology ,010501 environmental sciences ,Kinetic energy ,01 natural sciences ,Pollution ,Enzyme ,Crystal ponceau ,Brassica rapa ,biology.protein ,Chemical Engineering (miscellaneous) ,Degradation (geology) ,Waste Management and Disposal ,0105 earth and related environmental sciences ,Peroxidase ,Enzymatic degradation ,Nuclear chemistry - Abstract
Textile and food industries wastewaters are characterized by a strong coloration due to use of dyes, among which azo dyes are the most frequently used. These compounds are harmful and their discharge without an adequate treatment causes a negative impact on the environment. Given that conventional biological treatment processes are usually not sufficient to degrade azo dyes, other treatment alternatives must be studied. Enzymes have demonstrated their effectiveness to degrade several types of recalcitrant compounds. In this study, enzymatic degradation of Crystal Ponceau 6R (CP6R) azo dye by turnip (Brassica rapa) peroxidase was assessed in the presence of 100 μM redox mediator (1-hydroxybenzotriazole). The treatment performance was evaluated at different pH values (3, 4, 5, 6 and 7) and the most appropriate pH and contact time were determined. Moreover, a kinetic model of the enzyme-catalyzed reaction was developed by mathematical description of the degradation mechanism, being further validated with experimental data. For the estimation of the kinetic parameters and model validation, a central composite design of type “start points” was made. The results showed that the enzymatic treatment was very effective. CP6R dye degradation higher than 97% was achieved in less than 1 min of reaction at the optimum pH (i.e., 4), at which the maximum reaction rate (43 μM min−1) was obtained. At the other tested pH values, degradation performance was substantially lower (
- Published
- 2018
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45. Efficient degradation of metronidazole antibiotic by TiO2/Ag3PO4/g–C3N4 ternary composite photocatalyst in a continuous flow-loop photoreactor
- Author
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Mohammad Mehdi Sabzehmeidani, Hamid Abbasi-Asl, and Mehrorang Ghaedi
- Subjects
Materials science ,Central composite design ,Precipitation (chemistry) ,Process Chemistry and Technology ,Composite number ,Nanoparticle ,02 engineering and technology ,010501 environmental sciences ,021001 nanoscience & nanotechnology ,01 natural sciences ,Pollution ,law.invention ,Chemical engineering ,law ,Photocatalysis ,Chemical Engineering (miscellaneous) ,Degradation (geology) ,Calcination ,0210 nano-technology ,Photodegradation ,Waste Management and Disposal ,0105 earth and related environmental sciences - Abstract
Developing photocatalytic systems by major design to achieve deep degradation of contaminants such as antibiotics to improve environmental conditions is highly desirable. Herein, we reported a facile method to fabrication of composite consisting of g-C3N4 layers and TiO2/Ag3PO4 nanoparticles (TiO2/Ag3PO4/g–C3N4) through calcination and precipitation methods. The as-prepared photocatalyst was used for the photodegradation of metronidazole (MNZ) in a designed continuous flow-loop photoreactor which is equipped with blue light-emitting diodes (LEDs) irradiation based on central composite design (CCD). According to the desirability function, the degradation efficiency of MNZ was also reported to be 97.18% under optimal conditions. The experiments indicated the photocatalytic degradation of MNZ by the as-prepared samples were in the order of TiO2/Ag3PO4/g-C3N4 > TiO2/g-C3N4 > TiO2/Ag3PO4 > TiO2. The strengthened visible-light-driven photocatalytic performance can be assigned to the formation of a Z-scheme system, surface plasmon resonance (SPR) effect, and high charge separation compared to pure and binary samples for degradation of MNZ. Based on trapping results, hydroxyl radicals were the major active radicals in the degradation of MNZ. Besides, the photodegradation pathway of MNZ was clarified via the analysis of intermediate products, and a mechanism of charge-carrier separation for MNZ photodegradation via TiO2/Ag3PO4/g–C3N4 was proposed.
- Published
- 2021
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46. Adsorption of nalidixic acid antibiotic using a renewable adsorbent based on Graphene oxide from simulated wastewater
- Author
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Mehrorang Ghaedi, Safa Radmehr, Mina Hosseini Sabzevari, Farzaneh Marahel, and Mohammad Hossein Ahmadi Azqhandi
- Subjects
Nanocomposite ,Materials science ,Central composite design ,Graphene ,Scanning electron microscope ,Process Chemistry and Technology ,Oxide ,Pollution ,law.invention ,chemistry.chemical_compound ,Adsorption ,chemistry ,Chemical engineering ,Chemisorption ,law ,Reagent ,Chemical Engineering (miscellaneous) ,Waste Management and Disposal - Abstract
Nalidixic acid is the first antimicrobial quinolone and today extensively applied in human and veterinary medicine. Recently, it is detected in the surface waters and is on the rise. In this study, the renewable adsorbent based on Graphene oxide (i.e., NiZrAl-layered double hydroxide-graphene oxide-chitosan (NiZrAl-LDH-GO-CS NC)), was synthesized and employed effectively for the adsorptive removal of Nalidixic acid (NA). The successful synthesis of the nanocomposite was evaluated using Scanning Electron Microscope (SEM), Transmission Electron Microscopy (TEM), Energy Dispersive X-Ray Analysis (EDX), X-ray powder diffraction (XRD), RAMAN spectroscopy, pHZPC and Barrett-Joyner-Halenda (BJH)/ Brunauer–Emmett–Teller (BET) analyses. The NiZrAl-LDH-GO-CS NC presented fast adsorption rates towards NA and maximum adsorption capacity on the basis of the pseudo-second-order (PSO) kinetic model reached 277.79 mg g−1, much higher than those reported by different nano-based adsorbents. The adsorption process was examined using the central composite design (CCD), adaptive network-based fuzzy inference system (ANFIS), and general regression neural network (GRNN) under various operational conditions of adsorbent dose, initial NA concentration, pH, temperature, and time. The comparison of the models revealed that ANFIS model outperformed compared to the others, with R2 = 0.9997, MSE = 0.0004, RMSE = 0.0082, and MAE = 0.0068, demonstrating that ANFIS is a powerful methodology for modeling NA adsorption by NiZrAl-LDH-GO-CS nanocomposite. Moreover, to express the most applicable conditions, RSM-GA and RSM-DFA based optimization is implemented and verified in practice (more than %92 NA removal is achieved). Further thermodynamic and kinetic assessments both signify the chemisorption mechanisms in this adsorption system. To sum up, LDH-GO-CS as a renewable adsorbent, will possibly have noteworthy effects on pharmaceutical wastewater remediation and can be considered for advanced researches as an efficient reagent for practicable remediation techniques.
- Published
- 2021
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- View/download PDF
47. Applicability of a novel and highly effective adsorbent derived from industrial palm oil mill sludge for copper sequestration: Central composite design optimisation and adsorption performance evaluation
- Author
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Suchithra Thangalazhy-Gopakumar, Lai Yee Lee, Xin Jiat Lee, Billie Yan Zhang Hiew, Wan Ting Tee, Kar Chiew Lai, and Suyin Gan
- Subjects
Langmuir ,Aqueous solution ,Materials science ,Central composite design ,Process Chemistry and Technology ,chemistry.chemical_element ,Langmuir adsorption model ,02 engineering and technology ,010501 environmental sciences ,021001 nanoscience & nanotechnology ,01 natural sciences ,Pollution ,Copper ,Industrial waste ,symbols.namesake ,Adsorption ,chemistry ,Chemical engineering ,symbols ,Chemical Engineering (miscellaneous) ,Point of zero charge ,0210 nano-technology ,Waste Management and Disposal ,0105 earth and related environmental sciences - Abstract
Palm oil mill sludge (POMS) is a significant industrial waste generated in Malaysian palm oil mills. The re-utilisation of POMS as a value-added adsorbent for copper sequestration is highly desirable as a means for solid waste reduction. Therefore, this research aimed to evaluate the adsorption performance of POMS towards copper pollutant comprehensively. Adsorption attributes of the POMS-copper system were investigated using batch experiments, followed by statistical modelling to establish the simultaneous interactive effects of parameters and to optimise the system. POMS was determined to exhibit 9.72 point of zero charge, with a rough surface containing pore sizes within 1–7 µm and functional groups such as hydroxyl interacted with the copper. The statistically optimised adsorption capacity (15.84 mg g−1) was attained at 0.3 g POMS dosage, pH 4.56, 200 mg L−1 concentration and 60 min. The regeneration ability of POMS was satisfactory up to 5 adsorption-desorption cycles. Equilibrium and kinetic adsorption data were modelled based on the sum of normalised error (SNE) approach. The adsorption equilibrium was well represented by the Langmuir model (SNE: 3.69), with 16.56 mg g−1 Langmuir maximum adsorption capacity at 30 °C. Adsorption kinetics studies revealed that the pseudo-second-order kinetic (SNE: 2.98) was the most appropriate model, with copper ions chemisorbed onto POMS surface via multiple mechanisms such as boundary layer and intraparticle diffusion. The new POMS-copper system was thermodynamically exothermic (ΔH°: −12.72 to −4.25 kJ mol−1) and spontaneous (ΔG°: −19.07 to −11.44 kJ mol−1). Conclusively, POMS was an effective, low cost and eco-friendly adsorbent for the removal of toxic copper from aqueous environment.
- Published
- 2021
- Full Text
- View/download PDF
48. Application of central composite design for optimization of preconcentration and determination of La (III) ion in water samples using the SBA-15-HESI and SBA-15-HESI-Fe 3 O 4 -NPs sorbents
- Author
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Kheibar Dashtian, Rouholah Zare-Dorabei, Mahnaz Saghanejhad Tehrani, and Rana Jafarinia
- Subjects
Detection limit ,Sorbent ,Central composite design ,Chemistry ,Process Chemistry and Technology ,010401 analytical chemistry ,Extraction (chemistry) ,Analytical chemistry ,Nanoparticle ,02 engineering and technology ,021001 nanoscience & nanotechnology ,01 natural sciences ,Pollution ,0104 chemical sciences ,Solvent ,Adsorption ,Chemical Engineering (miscellaneous) ,0210 nano-technology ,Enrichment factor ,Waste Management and Disposal ,Nuclear chemistry - Abstract
In this study, Fe 3 O 4 nanoparticles (NPs) loaded onto SBA-15-HESI (SBA-15-HESI-Fe 3 O 4 -NPs) as a novel sorbent was prepared and subsequently was applied for dispersive solid phase magnetic extraction (MSPME) and preconcentration of La (III) ions in water samples by ICP-OES. The synthesized sorbent was characterized by FT-IR, SEM, TEM, BET, VSM, BJH and XRD techniques. The important variables such as concentration of solvent, volume of extraction solvent, desorption time, pH of the sample soloution, initial concentration of La(III) ions, sorbents dosage and adsorption time were investigated and optimized by central composite design (CCD) combined with desirability function (DF). The optimum condition, concluded from one at a time method was 2 mL of 0.1 mol L −1 HCl as extraction solvent and 5.0 min from desorption time. Linear calibration range 20–200 and 10–220 μg L −1 , detection limit 0.21 and 0.16 μg L −1 , the relative standard deviations (RSD%) of 3 and 2% were obtained for SBA-15-HESI and SBA-15-HESI-Fe 3 O 4 -NPs, respectively. The enrichment factor 7.6 and 9.8, the preconcentration factor 7.37 and 9.43, the adsorption capacity 1.27 and 2.81 mg g −1 were obtained for SBA-15-HESI and SBA-15-Fe 3 O 4 -NPs, respectively.
- Published
- 2017
- Full Text
- View/download PDF
49. Optimization of carbofuran degradation in microwave-granular activated carbon system using response surface methodology
- Author
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Neelancherry Remya and Jih-Gaw Lin
- Subjects
021110 strategic, defence & security studies ,Materials science ,Correlation coefficient ,Central composite design ,Process Chemistry and Technology ,0211 other engineering and technologies ,Environmental engineering ,Analytical chemistry ,02 engineering and technology ,010501 environmental sciences ,01 natural sciences ,Pollution ,Mineralization (biology) ,chemistry.chemical_compound ,Hydrolysis ,chemistry ,Chemical Engineering (miscellaneous) ,Degradation (geology) ,Response surface methodology ,Waste Management and Disposal ,Carbofuran ,Microwave ,0105 earth and related environmental sciences - Abstract
Present study revealed tremendous improvement in carbofuran degradation in a Microwave – Granular Activated carbon (MW-GAC) system compared to natural hydrolysis process and the degradation half-life was 12 and 0.189 min at a pH of 6 and 10 respectively at a reaction temperature of 80 °C. In addition, the effect of several operating parameters such as carbofuran concentration, MW output power and reaction time was modelled using Central composite design (CCD) and response surface methodology (RSM) with 17 experimental runs. Carbofuran degradation/mineralization process was described in terms of carbofuran concentration, MW output power and reaction time. The experimental outcomes from CCD indicated improved degradation and mineralization of carbofuran with the increase in reaction time. On the other hand, lower MW output power resulted in poor degradation and mineralization of carbofuran. RSM showed highest correlation coefficient for carbofuran removal per MW output power, R w (0.92) and COD removal efficiency, η COD (0.82). Therefore, quadratic models were developed using regression analysis to predict R w and η COD . Good correlation between the observed values and predicted values by the developed models indicated that the developed models can be used to design required R w and η COD within the experimental conditions.
- Published
- 2017
- Full Text
- View/download PDF
50. A new modified MWCNTs with 3-aminopyrazole as a nanoadsorbent for Cd(II) removal from aqueous solutions
- Author
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Mobina Alimohammady, Hasan Tahermansouri, Farhoush Kiani, and Mansour Jahangiri
- Subjects
Langmuir ,Thermogravimetric analysis ,Aqueous solution ,Central composite design ,Chemistry ,Process Chemistry and Technology ,Analytical chemistry ,Langmuir adsorption model ,02 engineering and technology ,010501 environmental sciences ,021001 nanoscience & nanotechnology ,01 natural sciences ,Pollution ,symbols.namesake ,Adsorption ,Desorption ,symbols ,Chemical Engineering (miscellaneous) ,Fourier transform infrared spectroscopy ,0210 nano-technology ,Waste Management and Disposal ,0105 earth and related environmental sciences ,Nuclear chemistry - Abstract
In this work, the carboxylated multi-walled carbon nanotubes (MWCNTs-COOH) were chemically modified with 3-aminopyrazole to synthesize MWCNTs-f. Then the three nanoadsorbents, i.e., MWCNTs, MWCNTs-COOH, and MWCNTs-f, have been separately used to the adsorption of Cd(II) ions from aqueous solutions. The adsorbents were characterized by Fourier transform infrared spectroscopy (FT-IR), energy-dispersive X-ray spectroscopy (EDS), field emission scanning electron Microscope (FE-SEM), thermal gravimetric analysis (TGA), and Bruner-Emmet-Teller (BET) surface area measurement. The effects of pH, adsorbent dose, initial ion concentration, and temperature on adsorption efficiency were investigated by central composite design a subset of response surface methodology for experimental design to reducing the number of experiments runs having the interaction effects between the parameters. The optimum adsorption conditions for all adsorbents were 20 mg of the adsorbents, pH = 8–9, and 50 mg L −1 of Cd(II) ions at 45 °C. At the optimum conditions, Cd(II) ions removal efficiencies were 83.7, 65.9 and 35.7% for MWCNTs-f, MWCNTs-COOH, and MWCNTs, respectively. The quadratic model was applied for analysis of variance and indicated that pH and temperature were the most effective parameters in the adsorption process. The pseudo-second-order model was achieved from the adsorption kinetic studies. Also, various adsorption isotherm models at different temperatures were examined. The results show that the Langmuir isotherm is fitted suitably for the three adsorbents in this work and the best-selected isotherm models for the adsorption of Cd(II) ions by MWCNTs, MWCNTs-COOH, and MWCNTs-f were Langmuir, Dubinin–Radushkevich and Temkin models, respectively. Moreover, desorption study revealed the favorable regeneration ability of adsorbents powders, even after 3 adsorption-desorption cycles.
- Published
- 2017
- Full Text
- View/download PDF
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