Abstract
In this study, the kinetic mechanism of adsorption and desorption, as well as the equilibrium isotherms, of four metallic ions (Cd2+, Cu2+, Ni2+, and Zn2+) mono and multicomponent were investigated. The biosorbent used was produced from Jerivá (Syagrus romanzoffiana—commonly known as queen palm) coconut. A kinetic model that considers macropore diffusion as a control step was solved. The finite volume method was used in the discretization of the equations, and the algorithm was implemented in the Fortran programming language. The equilibrium time for monocomponent adsorption was 5 min; for the multicomponent tests, equilibrium occurred instantly (less than 2 min of adsorption). The pseudo-second-order model presented the lowest mean of the sum of normalized errors (SNE) and represented the experimental data of mono and multicomponent adsorption and desorption. Single and multicomponent Langmuir model represented the adsorption isotherms. The maximum capacity of adsorption of metallic ions, both mono and multicomponent, was higher for copper, and the multicomponent adsorption proved to be antagonistic; the presence of co-ions in the solution reduced the removal of metals due to competition between these contaminants. The capture preference order was justified by the physicochemical properties of the ions, such as electron incompatibility and electronegativity. All these situations justified the maximum adsorption of Cu2+, followed by Zn2+, Cd2+, and Ni2+ in the mixture.
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References
An, F. Q., Wu, R. Y., Li, M., Hu, T. P., Gao, J. F., & Yuan, Z. G. (2017). Adsorption of heavy metal ions by iminodiacetic acid functionalized D301 resin: Kinetics, isotherms and thermodynamics. Reactive and Functional Polymers, 118, 42–50. https://doi.org/10.1016/j.reactfunctpolym.2017.07.005
Brazil (2021). Ordination GM/MS n° 888. Ministry of Health. Retrieved July 12, 2021, from https://www.in.gov.br/en/web/dou/-/portaria-gm/ms-n-888-de-4-de-maio-de-2021-318461562
Burakov, A. E., Galunin, E. V., Burakova, I. V., Kucherova, A. E., Agarwal, S., Tkachev, A. G., & Gupta, V. K. (2018). Adsorption of heavy metals on conventional and nanostructured materials for wastewater treatment purposes: A review. Ecotoxicology and Environmental Safety, 148, 702–712. https://doi.org/10.1016/j.ecoenv.2017.11.034
Cechinel, M. A. P., Mayer, D. A., Pozdniakova, T. A., Mazur, L. P., Boaventura, R. A. R., de Souza, A. A. U., de Souza, S. M. A. G. U., & Vilar, V. J. P. (2016). Removal of metal ions from a petrochemical wastewater using brown macro-algae as natural cation-exchangers. Chemical Engineering Journal, 286, 1–15. https://doi.org/10.1016/j.cej.2015.10.042
Çengel, Y. A., & Ghajar, A. J. (2007). Heat and mass transfer: A practical approach (3th ed.). New York: McGraw-Hill.
Chu, K. H., & Hashim, M. A. (2001). Desorption of copper from polyvinyl alcohol-immobilized seaweed biomass. Acta Biotechnologica, 21, 295–306. https://doi.org/10.1002/1521-3846(200111)21:4%3c295::AID-ABIO295%3e3.0.CO;2-F
da Paixão Cansado, I. P., Belo, C. R., & Mourão, P. A. M. (2018). Valorisation of Tectona Grandis tree sawdust through the production of high activated carbon for environment applications. Bioresource Technology, 249, 328–333. https://doi.org/10.1016/j.biortech.2017.10.033
de Lima, A. C. A., Nascimento, R. F., de Sousa, F. F., Filho, J. M., & Oliveira, A. C. (2012). Modified coconut shell fibers: A green and economical sorbent for the removal of anions from aqueous solutions. Chemical Engineering Journal, 185, 274–284. https://doi.org/10.1016/j.cej.2012.01.037
Esfandir, N., Suri, R., & McKenzie, E. R. (2022). Competitive sorption of Cd, Cr, Cu, Ni, Pb and Zn from stormwater runoff by five low-cost sorbents; Effects of co-contaminants, humic acid, salinity and pH. Journal of Hazardous Materials, 423, 126938. https://doi.org/10.1016/j.jhazmat.2021.126938
Gautam, R. K., Mudhoo, A., Lofrano, G., & Chattopadhyaya, M. C. (2014). Biomass-derived biosorbents for metal ions sequestration: Adsorbent modification and activation methods and adsorbent regeneration. Journal of Environmental Chemical Engineering, 2, 239–259. https://doi.org/10.1016/j.jece.2013.12.019
Ho, Y. S., & McKay, G. (1998). The kinetics of sorption of basic dyes from aqueous solution by sphagnum moss peat. The Canadian Journal of Chemical Engineering, 76, 822–827. https://doi.org/10.1002/cjce.5450760419
Hubadillah, S. K., Othman, M. H. D., Harun, Z., Ismail, A. F., Rahman, M. A., & Jaafar, J. (2017). A novel green ceramic hollow fiber membrane (CHFM) derived from rice husk ash as combined adsorbent-separator for efficient heavy metals removal. Ceramics International, 43, 4716–4720. https://doi.org/10.1016/j.ceramint.2016.12.122
Lagergreen, S. (1898). Zur theorie der sogenannten adsorption gelöster stoffe. K Sven Vetenskapsakademiens, 24, 1–39.
Langmuir, I. (1918). The adsorption of gases on glass, mica and platinum. Journal of the American Chemical Society, 345, 1361–1368.
Liu, Z., Xu, X., Dong, X., & Park, J. (2020). Competitive adsorption of heavy metal ions from aqueous solutions onto activated carbon and agricultural waste materials. Polish Journal of Environmental Studies, 29, 749–761. https://doi.org/10.15244/pjoes/104455
Liu, Y., Meng, Y., Qiu, X., Zhou, F., Wang, H., Zhou, S., & Yan, C. (2023). Novel porous phosphoric acid-based geopolymer foams for adsorption of Pb(II), Cd(II) and Ni(II) mixtures: Behavior and mechanism. Ceramics International, 49, 7030–7039. https://doi.org/10.1016/j.ceramint.2022.10.164
Lopičić, Z. R., Stojanović, M. D., Radoičić, T. S. K., Milojković, J. V., Petrović, M. S., Mihajlović, M. L., & Kijevčanin, M. L. J. (2017). Optimization of the process of Cu(II) sorption by mechanically treated Prunus persica L. - Contribution to sustainability in food processing industry. Journal of Cleaner Production, 156, 95–105. https://doi.org/10.1016/j.jclepro.2017.04.041
Luz, A. D., de Souza, S. M. A. G. U., da Luz, C., Rezende, R. V. D. P., & de Souza, A. A. U. (2013). Multicomponent adsorption and desorption of BTX compounds using coconut shell activated carbon: Experiments, mathematical modeling, and numerical simulation. Industrial & Engineering Chemistry Research, 52, 7896–7911. https://doi.org/10.1021/ie302849j
Masindi, V., Tekere, M., & Foteinis, S. (2023). Treatment of real tannery wastewater using facile synthesized magnesium oxide nanoparticles: Experimental results and geochemical modeling. Water Resources and Industry, 29, 100205. https://doi.org/10.1016/j.wri.2023.100205
Pigatto, J., Brandler, D., Tochetto, G., Memlak, D. M., Vargas, G. D. L. P., de Almeida Alves, A. A., Moroni, L. S., Kempka, A. P., da Luz, C., & Dervanoski, A. (2020). Development and characterization of a new adsorbent based on Jerivá coconut (Syagrus romanzoffiana) applied for removing toxic metals from water. Desalination and Water Treatment, 201, 261–277. https://doi.org/10.5004/dwt.2020.25893
Popovic, A. L., Rusmirovic, J. D., Velickovic, Z., Kovacevic, T., Jovanovic, A., Cvijetic, I., & Marinkovic, A. D. (2021). Kinetics and column adsorption study of diclofenac and heavy-metal ions removal by amino-functionalized lignin microspheres. Journal of Industrial and Engineering Chemistry, 93, 302–314. https://doi.org/10.1016/j.jiec.2020.10.006
Rahmani-Sani, A., Singh, P., Raizada, P., Lima, E. C., Anastopoulos, I., Giannakoudakis, D. A., Sivamani, S., Dontsova, T. A., & Hosseini-Bandegharaei, A. (2020). Use of chicken feather and eggshell to synthesize a novel magnetized activated carbon for sorption of heavy metal ions. Bioresource Technology, 297, 122452. https://doi.org/10.1016/j.biortech.2019.122452
Ruthven, D. M. (1984). Principles of adsorption and adsorption process. John Wiley & Sons.
Sajjadi, S. A., Meknati, A., Lima, E. C., Dotto, G. L., Mendoza-Castillo, D. I., Anastopoulos, I., Alakhras, F., Unuabonah, E. I., Singh, P., & Hosseini-Bandegharaei, A. (2019). A novel route for preparation of chemically activated carbon from pistachio wood for highly efficient Pb(II) sorption. Journal of Environmental Management, 236, 34–44. https://doi.org/10.1016/j.jenvman.2019.01.087
Santacesaria, E., Morbidelli, M., Danise, P., Mercenari, M., & Carra, S. (1982). Separation of xylenes on Y zeolites. 1. Determination of the adsorption equilibrium parameters, selectivities, and mass transfer coefficients through finite bath experiments. Industrial & Engineering Chemistry Process Design and Development, 21, 440–445. https://doi.org/10.1021/i200018a016
Shen, J., & Duvnjak, Z. (2004). Effects of temperature and pH on adsorption isotherms for cupric and cadmium ions in their single and binary solutions using corncob particles as adsorbent. Separation Science and Technology, 39, 3023–3041. https://doi.org/10.1081/SS-200030335
Sherlala, A. I. A., Raman, A. A. A., Bello, M. M., & Asghar, A. (2018). A review of the applications of organo-functionalized magnetic graphene oxide nanocomposites for heavy metal adsorption. Chemosphere, 193, 1004–1017. https://doi.org/10.1016/j.chemosphere.2017.11.093
Shrestha, R., Ban, S., Devkota, S., Sharma, S., Joshi, R., Tiwari, A. P., Kim, H. Y., & Joshi, M. K. (2021). Technological trends in heavy metals removal from industrial wastewater: A review. Journal of Environmental Chemical Engineering, 9, 105688. https://doi.org/10.1016/j.jece.2021.105688
Taha, A. A., Shreadah, M. A., Ahmed, A. M., & Heiba, H. F. (2016). Multi-component adsorption of Pb(II), Cd(II), and Ni(II) onto Egyptian Na-activated bentonite; Equilibrium, kinetics, thermodynamics, and application for seawater desalination. Journal of Environmental Chemical Engineering, 4, 1166–1180. https://doi.org/10.1016/j.jece.2016.01.025
Tan, K. L., & Hameed, B. H. (2017). Insight into the adsorption kinetics models for the removal of contaminants from aqueous solutions. Journal of the Taiwan Institute of Chemical Engineers, 74, 25–48. https://doi.org/10.1016/j.jtice.2017.01.024
Tounsadi, H., Khalidi, A., Machrouhi, A., & Farnane, M. (2016). Highly efficient activated carbon from Glebionis coronaria L. biomass: Optimization of preparation conditions and heavy metals removal using experimental design approach. Journal of Environmental Chemical Engineering, 4, 4549–4564. https://doi.org/10.1016/j.jece.2016.10.020
Tseng, J. Y., Chang, C. Y., Chang, C. F., Chen, Y. H., Chang, C. C., Ji, D. R., Chiu, C. Y., & Chiang, P. C. (2009). Kinetics and equilibrium of desorption removal of copper from magnetic polymer adsorbent. Journal of Hazardous Materials, 171, 370–377. https://doi.org/10.1016/j.jhazmat.2009.06.030
Vidal, C. B., Melo, D. Q., Raulino, G. S. C., da Luz, A. D., da Luz, C., & Nascimento, R. F. (2016). Multielement adsorption of metal ions using Tururi fibers (Manicaria Saccifera): Experiments, mathematical modeling and numerical simulation. Desalination and Water Treatment, 57, 9001–9008. https://doi.org/10.1080/19443994.2015.1025441
Weber, W. J., & Morris, J. C. (1963). Kinetics of adsorption carbon from solutions. Journal of the Sanitary Engineering Division, 89, 31–60. https://doi.org/10.1061/JSEDAI.0000430
Welty, J. R., Wicks, C. E., Rorrer, G. L., Wilson, R. E. (2009). Fundamentals of momentum, heat, and mass transfer (5th ed). New Jersey: John Wiley & Sons.
Zhou, J., Liu, Y., Zhou, X., Ren, J., & Zhong, C. (2018). Magnetic multi-porous bio-adsorbent modified with amino siloxane for fast removal of Pb(II) from aqueous solution. Applied Surface Science, 427, 976–985. https://doi.org/10.1016/j.apsusc.2017.08.110
Acknowledgements
The authors thank the Federal University of Fronteira Sul (UFFS) and the University of Santa Catarina State (UDESC – CEO) for the infrastructure yielded for the development of the research. We also thank the laboratory technicians who helped with the analysis.
Funding
This study was funded by the Research and Innovation Support Foundation of the State of Santa Catarina FAPESC (grant No. 2017TR721), and the Federal University of Fronteira Sul (UFFS) was responsible for the laboratory area and the acquisition of reagents and equipment (scientific initiation scholarship No. 270/ UFFS /2020).
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All authors contributed to the study conception and design. Material preparation, data collection, and analysis were performed by Gabriel André Tochetto, Danieli Brandler, Joceane Pigatto, Gean Delise Leal Pasquali, Alcione Aparecida de Almeida Alves, Aniela Pinto Kempka, Cleuzir da Luz, and Adriana Dervanoski. The first draft of the manuscript was written by Gabriel André Tochetto and Adriana Dervanoski. The final draft of the manuscript was written by Gabriel André Tochetto, Danieli Brandler, Adriana Dervanoski, and Gean Delise Leal Pasquali, and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
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Highlights
• Mono and multicomponent kinetic;
• Kinetic mechanism;
• Numerical simulation of batch reactor;
• Kinetic evaluation of desorption;
• Mono and multicomponent isotherms.
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Tochetto, G.A., Brandler, D., Pigatto, J. et al. Kinetic modeling of the adsorption and desorption of metallic ions present in effluents using the biosorbent obtained from Syagrus romanzoffiana. Environ Monit Assess 195, 844 (2023). https://doi.org/10.1007/s10661-023-11459-4
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DOI: https://doi.org/10.1007/s10661-023-11459-4