بهینه‌سازی جذب آرسنیک از محلول با استفاده نانوجاکوبسیت به وسیله‌ی روش پاسخ سطح RSM

نوع مقاله : پژوهشی اصیل (کامل)

نویسندگان
1 دانش اموخته کارشناسی ارشد مهندسی معدن، گرایش محیط‌ زیست دانشگاه تربیت مدرس
2 استادیار دانشگاه تربیت مدرس، گروه فرآوری مواد معدنی، عضو پژوهشکده محیط‌زیست دانشگاه تربیت مدرس
3 استاد دانشگاه تربیت مدرس، گروه فرآوری مواد معدنی، عضو پژوهشکده محیط زیست دانشگاه تربیت مدرس
چکیده
انتشار آرسنیک در آب‌های سطحی و زیرزمینی به وسیله فعالیت‌های انسانی همچون معدنکاری، کشاورزی و صنعتی بعنوان یک تهدید جهانی برای موجودات زنده به شمار می‌آید. آرسنیت و آرسنات دو گونه‌ی غالب آرسنیک در خاک‌های آلوده هستند که سمیت بالایی برای انسان و موجودات زنده دارند. با توجه به خواص ویژه نانوذرات ازجمله واکنش‌پذیری بالا، نانو ذرات جاکوبسیت جهت جذب آرسنیک از آب انتخاب و با استفاده از روش هم‌رسوبی تهیه شد. دراین تحقیق، از روش سطح پاسخ (RSM) جهت مدلسازی و بهینه‌سازی فرآیند جذب آرسنیک از محلول با نانوذرات جاکوبسیت استفاده شد. چهار فاکتور pH (3 الی 11)، غلظت آرسنیک در محلول (1000 تا 4000 میکرو‌گرم بر لیتر) ، مقدار نانوذرات (1 الی 5 گرم بر لیتر) و زمان (15 الی 195 دقیقه) بعنوان فاکتورهای مستقل موثر بر کارآیی جذب آرسنیک انتخاب شدند. طرح مرکب مرکزی (CCD) برای طراحی آزمایش و بهینه‌سازی پارامتر‌های مدل استفاده شد. آنالیز واریانس گویای آن بود که پیش‌بینی جذب آرسنیک از محلول با اصلاح کننده‌ی نانوجاکوبسیت توسط مدل CCD به خوبی (p-value کمتر از 0001/0 ) و با دقت بالا (R2 برابر 24/96 درصد ) انجام شد. نتایج نشان داد که اثر چهار عامل pH، مقدار نانو ذرات، غلظت اولیه آرسنیک و زمان معنی‌دار است. با توجه به اهداف بهینه‌سازی، نتایج نشان داد که مقدار بهینه pH، مقدار نانو ذرات، زمان و غلظت اولیه آرسنیک به ترتیب برابر 3، 2 گرم بر لیتر، 48 دقیقه و 3250 میکروگرم بر لیتر است. مقدار درصد جذب آرسنیک از محلول در مقادیر بهینه محاسبه‌شده برای عوامل، برابر با 7/79 درصد تخمین زده شد. با این ‌وجود مقدار جذب 77/94 درصدی نیز در آزمایش‌های مربوط به جذب آرسنیک از محلول مشاهده شد.

کلیدواژه‌ها

موضوعات


عنوان مقاله English

Optimization of Arsenic Adsorption from Solution Using Nano-Jacobsite by Response Surface Method (RSM)

نویسندگان English

Amir Zialame 1
Ahmad Jamshidi 2
Ahmad Khodadadi 3
1 Master of mining engineering, Mining and Envirronment, Tarbiat Modares University.
2 2- Faculty of Engineering, Department of Mining, Tarbiat Modares University.
3 Professor of mineral proceessing, Tarbiat Modares University.
چکیده English

Lots of ecosystems including soil and water in the world is contaminated by the arsenic every year. The emission of arsenic (As) to the surface and groundwater by human activities such as mining, agricultural and industrial activities is considered a global threat to the ecosystem and human health. Arsenite and arsenate are the two dominant arsenic species in contaminated soils that are highly toxic to the human health and ecosystems. Thus, the As elimination from aqueous solution is considered as crucial issue. Among the different removal methods, adsorption is the low cost, and high efficient technique for the As elimination from aqueous phase. In the adsorption process, the adsorbent type is the one of the main factors of successful removal process. Application of nano-adsrobent may lead to produce less secondary waste in the adsorption process. Moreover, bimetal nano-adsorbent due to the some properties including increasing As removal in the early time was selected as adsorbent to remove As from aqueous solution. Many researches believe that Jacobsite nanoparticles (MnFe2O4) are an effective absorbent for the removal of organic and inorganic materials. Due to the special properties of nanoparticles such as high reactivity, Jacobsite nanoparticles were selected for the adsorption of arsenic from water and prepared based on co-precipitation method. The prepared nanoparticles were characterized through the X-ray fluorescence (XRF), X-ray diffraction XRD, scanning electron microscopy methods (SEM), and pHpzc. According to the XRD, the obtained peaks for the synthesized adsorbent were followed by the previous researches indicated the production of Jacobsite. Based on the XRF, the Mn-oxide and Fe-oxide was 27.8% and 65.5%, respectively. Overall, results of XRD and XRF proved that the synthesized nanoparticles were Jacobsite. Moreover, based on the Fe-SEM, the nanoparticle size was less than 100 nm with mean size of 33.8 nm. Moreover, the he pH of zero point of the nanoparticle (pHpzc) of the synthesized adsorbent was 7.2. In the presnet study, Response Surface Methodology (RSM) was used to model and optimize the adsorption process of arsenic from solution with Jacobsite nanoparticles. Four factors of pH (3 to 11), concentration of arsenic in solution (1000 to 4000 μg/l), amount of nanoparticles (1 to 5 g/l) and time (15 to 195 min) were selected as independent factors affecting the adsorption efficiency of arsenic. The central composite design (CCD) was used to design of the experiment and optimize the model parameters. Variance analysis indicated that prediction of adsorption of arsenic from the nano-adsorbent by the CCD model was well performed (p <0.0001) with the high accuracy (R2 of 96.24%). The results showed that the effect of four factors pH, nanoparticles, initial arsenic concentration and time was significant. According to the optimization objectives, the results showed that the optimum pH, amount of nanoparticles, time and initial concentration of arsenic were 3, 2 g / l, 48 min and 3250 μg/l, respectively. The arsenic removal from the solution at optimum values ​​calculated for the factors was estimated to be 79.7%. However, 94.77% of As was removed in the adsorption experiments.

کلیدواژه‌ها English

Arsenic
Nano-Jacobsite
Adsorption
Optimization
RSM
[1] N. Bolan, A. Kunhikrishnan, R. Thangarajan, J. Kumpiene, J. Park, T. Makino, M.B. Kirkham, K. Scheckel, Remediation of heavy metal(loid)s contaminated soils - To mobilize or to immobilize?, J. Hazard. Mater. 266 (2014) 141–166. doi:10.1016/j.jhazmat.2013.12.018.
[2] P.W. Abrahams, Soils: Their implications to human health, Sci. Total Environ. 291 (2002) 1–32. doi:10.1016/S0048-9697(01)01102-0.
[3] W. Zhang, C. Liu, L. Wang, T. Zheng, G. Ren, J. Li, J. Ma, G. Zhang, H. Song, Z. Zhang, Z. Li, A novel nanostructured Fe-Ti-Mn composite oxide for highly efficient arsenic removal: Preparation and performance evaluation, Colloids Surfaces A Physicochem. Eng. Asp. 561 (2019) 364–372. doi:10.1016/j.colsurfa.2018.10.077.
[4] K.R. Henke, Arsenic: Environmental Chemistry, Health Threats and Waste Treatment, 2009. doi:10.1002/9780470741122.
[5] A.O. Fayiga, U.K. Saha, Arsenic hyperaccumulating fern: Implications for remediation of arsenic contaminated soils, Geoderma. 284 (2016) 132–143. doi:10.1016/j.geoderma.2016.09.003.
[6] F.I. Khan, T. Husain, R. Hejazi, An overview and analysis of site remediation technologies, J. Environ. Manage. 71 (2004) 95–122. doi:10.1016/j.jenvman.2004.02.003.
[7] A. Thomé, K.R. Reddy, C. Reginatto, I. Cecchin, Review of nanotechnology for soil and groundwater remediation: Brazilian perspectives, Water. Air. Soil Pollut. 226 (2015) 1–20. doi:10.1007/s11270-014-2243-z.
[8] A. Mahar, P. Wang, R. Li, Z. Zhang, Immobilization of Lead and Cadmium in Contaminated Soil Using Amendments: A Review, Pedosphere. 25 (2015) 555–568. doi:10.1016/S1002-0160(15)30036-9.
[9] Modern approaches to remediation of heavy metal polluted soils: A review, Eurasian Soil Sci. 47 (2014) 707–722. doi:10.1134/S1064229314070072.
[10] B. Eyvazi, A. Jamshidi-Zanjani, A. Khodadadi Darban, Immobilization of hexavalent chromium in contaminated soil using nano-magnetic MnFe2O4, J. Hazard. Mater. (2019) 813–819. doi:10.1016/j.jhazmat.2018.11.041.
[11] Q. Hu, Y. Liu, X. Gu, Y. Zhao, Adsorption behavior and mechanism of different arsenic species on mesoporous MnFe2O4 magnetic nanoparticles, Chemosphere. 181 (2017) 328–336. doi:10.1016/j.chemosphere.2017.04.049.
[12] S. Zhang, H. Niu, Y. Cai, X. Zhao, Y. Shi, Arsenite and arsenate adsorption on coprecipitated bimetal oxide magnetic nanomaterials: MnFe2O4 and CoFe2O4, Chem. Eng. J. 158 (2010) 599–607. doi:10.1016/j.cej.2010.02.013.
[13] C. Shan, M. Tong, Efficient removal of trace arsenite through oxidation and adsorption by magnetic nanoparticles modified with Fe-Mn binary oxide, Water Res. 47 (2013) 3411–3421. doi:10.1016/j.watres.2013.03.035.
[14] S. Martinez–Vargas, A.I. Martínez, E.E. Hernández–Beteta, O.F. Mijangos–Ricardez, V. Vázquez–Hipólito, C. Patiño-Carachure, J. López–Luna, As(III) and As(V) adsorption on manganese ferrite nanoparticles, J. Mol. Struct. 1154 (2018) 524–534. doi:10.1016/j.molstruc.2017.10.076.
[15] E. Naseri, A. Reyhanitabar, S. Oustan, A.A. Heydari, L. Alidokht, Optimization arsenic immobilization in a sandy loam soil using iron-based amendments by response surface methodology, Geoderma. 232–234 (2014) 547–555. doi:10.1016/j.geoderma.2014.06.009.
[16] Z. Beji, A. Hanini, L.S. Smiri, J. Gavard, K. Kacem, F. Villain, J. Gren, Magnetic properties of Zn-substituted MnFe 2 O 4 nanoparticles synthesized in polyol as potential heating agents for hyperthermia . Evaluation of their toxicity on Endothelial cells, (2010) 5420–5429. doi:10.1021/cm1001708.
[17] A. Mary Jacintha, V. Umapathy, P. Neeraja, S. Rex Jeya Rajkumar, Synthesis and comparative studies of MnFe2O4 nanoparticles with different natural polymers by sol–gel method: structural, morphological, optical, magnetic, catalytic and biological activities, J. Nanostructure Chem. 7 (2017) 375–387. doi:10.1007/s40097-017-0248-z.
[18] M. Mancuso, A. Pasquo, M.G. Grollino, G. Leter, E. Nardi, C. Cremisini, P. Giardullo, F. Pacchierotti, Biodistribution and acute toxicity of a nanofluid containing manganese iron oxide nanoparticles produced by a mechanochemical process, (2014) 1919–1929.
[19] A. Pui, D. Gherca, N. Cornei, Synthesis and characterization of MFe2O4 (M = Mg, Mn, Ni) nanoparticles, Mater. Res. Bull. 48 (2013) 1357–1362. doi:10.1016/j.materresbull.2012.11.088.
[20] G. Zhang, J. Qu, H. Liu, R. Liu, R. Wu, Preparation and evaluation of a novel Fe-Mn binary oxide adsorbent for effective arsenite removal, Water Res. 41 (2007) 1921–1928. doi:10.1016/j.watres.2007.02.009.
[21] C.B. Moore, M.L. Pierce, Adsorption of arsenite and arsenate on amorphous iron hydroxide, Water Res. 16 (1982) 1247–1253.
[22] C.M. McCann, C.L. Peacock, K.A. Hudson-Edwards, T. Shrimpton, N.D. Gray, K.L. Johnson, In situ arsenic oxidation and sorption by a Fe-Mn binary oxide waste in soil, J. Hazard. Mater. 342 (2018) 724–731. doi:10.1016/j.jhazmat.2017.08.066.
[23] B. An, D. Zhao, Immobilization of As(III) in soil and groundwater using a new class of polysaccharide stabilized Fe-Mn oxide nanoparticles, J. Hazard. Mater. 211–212 (2012) 332–341. doi:10.1016/j.jhazmat.2011.10.062.