Preparation and characterization of calcite for tannic acid adsorption: Optimization by response surface methodology coupled by Box-Cox transformation procedure

• Autorzy: Tangarfa Mariam , Semlali Aouragh Hassani Naoul , Alaoui Abdallah

Identyfikatory

DOI

10.37190/ppmp/134242

• Języki publikacji: EN

Abstrakty

EN

Calcite depression is the most effective physicochemical process to valorize fluorine mineral. This process is achieved by adsorption of tannic acid, as the commonly used reagent, onto calcite. Adsorption investigation is very important in mineral processing. The present work focuses on optimization of physicochemical parameters of tannic acid adsorption onto calcite. Experimental study is carried out by a response surface methodology based on Box-Behnken design. Obtained results are exploited to develop a statistical model. Analysis of variance and residuals are performed to check the significance of tested models. Among these models, Cox-Box model predicts very well the obtained experimental data. This model shows that initial tannic acid concentration and solution pH as well as their interactions are the most significant parameters. Optimal conditions are achieved using the obtained statistical model. The present investigation is an important preliminary step to better understand calcite flotation behavior using tannic acid as a depressant.

Słowa kluczowe

EN

calcite; tannic acid; adsorption parameters; optimization; Response Surface Methodology; Box-Cox transformation

• Wydawca: Oficyna Wydawnicza Politechniki Wrocławskiej
• Czasopismo: Physicochemical Problems of Mineral Processing
• Rocznik: 2021
• Tom: Vol. 57, iss. 3
• Strony: 36--45
• Opis fizyczny: Bibliogr. 39 poz., rys. kolor.

Twórcy

autor

Tangarfa Mariam

• Engineering Mohammadia School, Mohamed V University in Rabat, Department of Industrial Process, B.P 765, 10090 Agdal Rabat, Morocco

autor

Semlali Aouragh Hassani Naoul

• Engineering Mohammadia School, Mohamed V University in Rabat, Department of Industrial Process, B.P 765, 10090 Agdal Rabat, Morocco
• Engineering Mohammadia School, Mohamed V University in Rabat, Department of Civil Engineering and Industrial Process, B.P 765, 10090 Agdal Rabat, Morocco

autor

Alaoui Abdallah

• Superior National School of Rabat Mines, Department of Mining B.P.753, 10000 Agdal Rabat, Morocco

Bibliografia

• ALBUQUERQUE, R.O., PERES, A.E.C., AQUINO, J.A., PRAES, P.E., PEREIRA, C.A., 2012. Pilot scale direct flotation of a phosphate ore with silicate-carbonate gangue, in: Procedia Engineering. pp. 105–110.
• ANTTI, B.M., FORSSBERG, E., 1989. Pulp chemistry in industrial mineral flotation. Studies of surface complex on calcite and apatite surfaces using FTIR spectroscopy. Minerals Engineering 2, 217–227.
• ASLANI, M.A.A., CELIK, F., MERMER, O., KUTAHYALI ASLANI, C., 2018. Assessment of reaction between thorium and polyelectrolyte nano-thin film using Box–Behnken design. Adsorption Science and Technology 36, 586–607.
• AYHAN, F.D., BOZDOǦAN, M., TEMEL, H.A., 2006. Enrichment of Elaziǧ-Keban fluorite by flotation method. Transactions of the Institutions of Mining and Metallurgy, Section C: Mineral Processing and Extractive Metallurgy 115, 113–116.
• BACELO, H.A.M., SANTOS, S.C.R., BOTELHO, C.M.S., 2016. Tannin-based biosorbents for environmental applications - A review. Chemical Engineering Journal.
• BEZERRA, M.A., SANTELLI, R.E., OLIVEIRA, E.P., VILLAR, L.S., ESCALEIRA, L.A., 2008. Response surface methodology (RSM) as a tool for optimization in analytical chemistry. Talanta 76, 965–977.
• BHAUMIK, R., MONDAL, N.K., CHATTORAJ, S., 2017. An optimization study for defluoridation from synthetic fluoride solution using scale of Indian major carp Catla (Catla catla): An Unconventional Biosorbent. Journal of Fluorine Chemistry 195, 57–69.
• BILGIN SIMSEK, E., AVCI TUNA, A.O., BEKER, U., 2015. A statistical approach for arsenic adsorption onto Turkey clinoptilolite. Environmental Science and Pollution Research 22, 3249–3256.
• BOX P, C.R., 1964. An analysis of transformation_boxcox_1964. Journal of the Royal Statistical Society 26, 211–252.
• CHATTORAJ, S., MONDAL, N.K., DAS, B., ROY, P., SADHUKHAN, B., 2014. Biosorption of carbaryl from aqueous solution onto Pistia stratiotes biomass. Applied Water Science 4, 79–88.
• CHEN, W., FENG, Q., ZHANG, G., YANG, Q., ZHANG, C., 2017. The effect of sodium alginate on the flotation separation of scheelite from calcite and fluorite. Minerals Engineering 113, 1–7.
• CHO, I.-H., ZOH, K.-D., 2007. Photocatalytic degradation of azo dye (Reactive Red 120) in TiO2/UV system: Optimization and modeling using a response surface methodology (RSM) based on the central composite design. Dyes and Pigments 75, 533–543.
• EVANS, M., 2003. Optimization of Manufacturing Processes: A Response Surface Approach, 2003.
• FALCÃO, L., ARAÚJO, M.E.M., 2014. Application of ATR-FTIR spectroscopy to the analysis of tannins in historic leathers: The case study of the upholstery from the 19th century Portuguese Royal Train. Vibrational Spectroscopy 74, 98–103.
• GAO, J., HU, Y., SUN, W., LIU, R., GAO, Z., HAN, H., LYU, F., JIANG, W., 2019. Enhanced separation of fluorite from calcite in acidic condition. Minerals Engineering 133, 103–105.
• GAO, Y., GAO, Z., SUN, W., YIN, Z., WANG, J., HU, Y., 2018. Adsorption of a novel reagent scheme on scheelite and calcite causing an effective flotation separation. Journal of Colloid and Interface Science 512, 39–46.
• GHAEDI, A.M., GHAEDI, M., VAFAEI, A., IRAVANI, N., KESHAVARZ, M., RAD, M., TYAGI, I., AGARWAL, S., GUPTA, V.K., 2015. Adsorption of copper (II) using modified activated carbon prepared from Pomegranate wood: Optimization by bee algorithm and response surface methodology. Journal of Molecular Liquids 206, 195–206.
• HIÇYÌLMAZ, C., ATALAY, Ü., ÖZBAYOGLU, G., 1993. Selective flotation of scheelite using amines. Minerals Engineering 6, 313–320.
• HOCH, A.R., REDDY, M.M., AIKEN, G.R., 2000. Calcite crystal growth inhibition by humic substances with emphasis on hydrophobic acids from the Florida Everglades. Geochimica et Cosmochimica Acta 64, 61–72.
• KHATOON, A., UDDIN, M.K., RAO, R.A.K., 2018. Adsorptive remediation of Pb(II) from aqueous media using Schleichera oleosa bark. Environmental Technology and Innovation 11, 1–14.
• KONTOYANNIS, C.G., VAGENAS, N. V., 2000. Calcium carbonate phase analysis using XRD and FT-Raman spectroscopy. Analyst 125, 251–255.
• LI, C., GAO, Z., 2017. Effect of grinding media on the surface property and flotation behavior of scheelite particles. Powder Technology 322, 386–392.
• LIN, J., ZHAN, Y., ZHU, Z., XING, Y., 2011. Adsorption of tannic acid from aqueous solution onto surfactant-modified zeolite. Journal of Hazardous Materials 193, 102–111.
• LIU, H., JOURNAL, Y.C.-C.E., 2005. Optimal decolorization efficiency of Reactive Red 239 by UV/TiO2 photocatalytic process coupled with response surface methodology. Elsevier.
• MACEDO, S.M., DE JESUS, R.M., GARCIA, K.S., HATJE, V., DE S. QUEIROZ, A.F., FERREIRA, S.L.C., 2009. Determination of total arsenic and arsenic (III) in phosphate fertilizers and phosphate rocks by HG-AAS after multivariate optimization based on Box-Behnken design. Talanta 80, 974–979.
• MARTINEZ DE YUSO, A., LAGEL, M.C., PIZZI, A., FIERRO, V., CELZARD, A., 2014. Structure and properties of rigid foams derived from quebracho tannin. Materials and Design 63, 208–212.
• MOHAMMADKHANI, M., NOAPARAST, M., SHAFAEI, S.Z., AMINI, A., AMINI, E., ABDOLLAHI, H., 2011. Double reverse flotation of a very low grade sedimentary phosphate rock, rich in carbonate and silicate. International Journal of Mineral Processing 100, 157–165.
• MORSE, J.W., MACKENZIE, F.T., 1990. Geochemistry of sedimentary carbonates. Geochemistry of sedimentary carbonates. Elsevier Science
• PING, L., PIZZI, A., GUO, Z.D., BROSSE, N., 2012. Condensed tannins from grape pomace: Characterization by FTIR and MALDI TOF and production of environment friendly wood adhesive. Industrial Crops and Products 40, 13–20.
• RUTLEDGE, J., ANDERSON, C.G., 2015. Tannins in mineral processing and extractive metallurgy. Metals 5, 1520–1542.
• SCHUBERT, H., BALDAUF, H., KRAMER, W., SCHOENHERR, J., 1990. Further development of fluorite flotation from ores containing higher calcite contents with oleoylsarcosine as collector. International Journal of Mineral Processing 30, 185–193.
• SHAH, B.A., PANDYA, D.D., SHAH, H.A., 2017. Impounding of ortho-Chlorophenol by Zeolitic Materials Adapted from Bagasse Fly Ash: Four Factor Three Level Box-Behnken Design Modelling and Optimization. Arabian Journal for Science and Engineering 42, 241–260.
• SHARAN, R., SINGH, G., GUPTA, S.K., 2009. Adsorption of Phenol from Aqueous Solution onto Fly Ash from a Thermal Power Plant. Adsorption Science & Technology 27, 267–279.
• SOMASUNDARAN, P., 1969. Adsorption of starch and oleate and interaction between them on calcite in aqueous solutions. Journal of Colloid And Interface Science 31, 557–565.
• SUBRAMANIAM, S., PALANISAMY, A., SIVASUBRAMANIAN, A., 2015. Box–Behnken designed adsorption based elution – unique separation process for commercially important acetyl shikonin from Arnebia nobilis. RSC Advances 5, 6265–6270.
• TANGARFA, M., SEMLALI AOURAGH HASSANI, N., ALAOUI, A., 2019. Behavior and Mechanism of Tannic Acid Adsorption on the Calcite Surface: Isothermal, Kinetic, and Thermodynamic Studies. ACS Omega acsomega.9b02259.
• WANG, J.-P., CHEN, Y.-Z., GE, X.-W., YU, H.-Q., 2007. Optimization of coagulation–flocculation process for a paperrecycling wastewater treatment using response surface methodology. Colloids and Surfaces A: Physicochemical and Engineering Aspects 302, 204–210.
• ZHANG, C., WEI, S., HU, Y., TANG, H., GAO, J., YIN, Z., GUAN, Q., 2018. Selective adsorption of tannic acid on calcite and implications for separation of fluorite minerals. Journal of Colloid and Interface Science 512, 55–63.
• ZHU, H., QIN, W., CHEN, C., CHAI, L., JIAO, F., JIA, W., 2018. Flotation separation of fluorite from calcite using polyaspartate as depressant. Minerals Engineering 120, 80–86

Uwagi

Opracowanie rekordu ze środków MNiSW, umowa Nr 461252 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2021).