Cefixime removal from wastewater by adsorption on activated carbon derived from broad bean peels using response surface methodology with Box–Behnken design

Authors

  • Huda Adil Sabbar Department of Biochemical Engineering, Al-Khwarizmi College of Engineering, University of Baghdad, Baghdad-Iraq image/svg+xml

DOI:

https://doi.org/10.22153/kej.2026.12.012

Keywords:

Optimization; Broad bean peels; Cefixime removal; Adsorption isotherm; Activated carbon

Abstract

 In this study, cefixime (CFX) was removed from aqueous solutions by using activated carbon (AC) made from broad bean peels (BBPs). To evaluate the adsorbent performance, a conventional experimental approach (one factor at a time) was applied to clarify the impact of the most influential variables (i.e., pH, contact time, and adsorbent dosage) and identify the maximum adsorption capacity. The optimization approach of response surface methodology with a Box–Behnken design (BBD) was employed to investigate the synergistic influences of the three independent variables and determine the optimum experimental conditions. Removal efficiency (%) was evaluated at different pH (2–10), contact time (10–150 min), and adsorbent dosage (0.1–2.5 g L-1). Results revealed that the measurements adequately fitted the Langmuir isotherm, with a maximum monolayer adsorption capacity (qm) of 17.5 mg/g. Moreover, based on the optimization approach, 95% removal efficiency was reached at optimum values of 6, 100 min, and 2.16 for pH, contact time, and adsorbent dosage, respectively. The BET surface area was determined to be 375 m²/g, and the total pore volume was 0.204 m³/g. For multilayer sorption, the isotherm and kinetic models were suggested, followed by exothermic an physical adsorption mechanism. The findings of this study indicate that AC prepared from BBPs can be used as an adsorbent to remove CFX from aqueous solutions.

Downloads

Download data is not yet available.

References

[1] S. Rojas and P. Horcajada, "Metal-organic frameworks for the removal of emerging organic contaminants in water," Chem. Rev., vol. 120, no. 16, pp. 8378–8415, 2020, doi: 10.1021/acs.chemrev.9b00797

[2] C.-Y. Zhang and T. Oki, "Water pricing reform for sustainable water resources management in China’s agricultural sector," Agric. Water Manag., vol. 275, p. 108045, 2023, doi: 10.1016/j.agwat.2022.108045.

[3] M. M. Jiad and A. H. Abbar, "Treatment of petroleum refinery wastewater by Sono Fenton process utilizing the in-situ generated hydrogen peroxide," Al-Khwarizmi Eng. J., vol. 19, no. 2, pp. 52–67, 2023, doi: 10.22153/kej.2023.04.002

[4] Y. C. Sharma and Uma, "Optimization of parameters for adsorption of methylene blue on a low-cost activated carbon," J. Chem. Eng. Data, vol. 55, no. 1, pp. 435–439, 2010, doi: 10.1021/je900408s.

[5] J. Yu, Y. Kang, W. Yin, J. Fan, and Z. Guo, "Removal of antibiotics from aqueous solutions by a carbon adsorbent derived from protein-waste-doped biomass," ACS Omega, vol. 5, no. 30, pp. 19187–19193, 2020, doi: 10.1021/acsomega.0c02568.

[6] M. M. M. Ali and M. J. Ahmed, "Adsorption behavior of doxycycline antibiotic on NaY zeolite from wheat (Triticum aestivum) straws ash," Journal of the Taiwan Institute of Chemical Engineers, vol. 81, pp. 218-224, 2017, doi: 10.1016/j.jtice.2017.10.026

[7] Y. Lu, M. Jiang, C. Wang, Y. Wang, and W. Yang, "Impact of molecular size on two antibiotics adsorption by porous resins," J. Taiwan Inst. Chem. Eng., vol. 45, no. 3, pp. 955–961, 2014.

[8] S. L. Kareem and A. A. Mohammed, "Removal of tetracycline from wastewater using circulating fluidized bed," Iraqi J. Chem. Petrol. Eng., vol. 21, no. 3, pp. 29–37, 2020, http://ijcpe.uobaghdad.edu.iq.

[9] Halling-Sørensen, S. N. Nielsen, P. F. Lanzky, F. Ingerslev, H. C. H. Lützhøft, and S. E. Jørgensen, "Occurrence, fate and effects of pharmaceutical substances in the environment-A review," Chemosphere, vol. 36, no. 2, pp. 357–393, 1998, doi: 10.1016/S0045-6535(97)00354-8.

[10] S. De Baere and P. De Backer, "Quantitative determination of amoxicillin in animal feed using liquid chromatography with tandem mass spectrometric detection," Analytica Chimica Acta, vol. 586, no. 1-2, pp. 319-325, 2007, doi: 10.1016/j.aca.2006.10.036

[11] V. Hasanzadeh, O. Rahmanian, and M. Heidari, "Cefixime adsorption onto activated carbon prepared by dry thermochemical activation of date fruit residues," Microchem. J., vol. 152, p. 104261, 2020, https://doi.org/10.1016/j.microc.2019.104261.

[12] P. Hongsawat and P. Prarat, "Comparative adsorption performance of oxytetracycline and sulfamethoxazole antibiotic on powder activated carbon and graphene oxide," Chem. Pap., vol. 76, no. 4, pp. 2293–2305, 2022, https://doi.org/10.1007/s11696-021-02024-9.

[13] F. J. Benitez et al., "Comparison of different chemical oxidation treatments for the removal of selected pharmaceuticals in water matrices," Chemical Engineering Journal, vol. 168, no. 3, pp. 1149-1156, 2011, doi: 10.1016/j.cej.2011.02.001.

[14] Ö. Uslu and I. A. Balcıoğlu, "Comparison of the ozonation and Fenton process performances for the treatment of antibiotic containing manure," Sci. Total Environ., vol. 407, no. 11, pp. 3450–3458, 2009

[15] Chatzitakis et al., "Photocatalytic degradation and drug activity reduction of chloramphenicol," Water Research, vol. 42, no. 1-2, pp. 386-394, 2008, doi: 10.1016/j.watres.2007.07.030.

[16] M. Jafari, S. F. Aghamiri, and G. Khaghanic, "Batch adsorption of cephalosporins antibiotics from aqueous solution by means of multi-walled carbon nanotubes," World Appl. Sci. J., vol. 14, no. 11, pp. 1642–1650, 2011.

[17] H. R. Pouretedal and N. Sadegh, "Effective removal of amoxicillin, cephalexin, tetracycline and penicillin G from aqueous solutions using activated carbon nanoparticles prepared from vine wood," J. Water Process Eng., vol. 1, pp. 64–73, 2014, doi: 10.1016/j.jwpe.2014.03.006.

[18] M. Xia, A. Li, Z. Zhu, Q. Zhou, and W. Yang, "Factors influencing antibiotics adsorption onto engineered adsorbents," J. Environ. Sci., vol. 25, no. 7, pp. 1291–1299, 2013

[19] M. S. Legnoverde, S. Simonetti, and E. I. Basaldella, "Influence of pH on cephalexin adsorption onto SBA-15 mesoporous silica: theoretical and experimental study," Appl. Surf. Sci., vol. 300, pp. 37–42, 2014, https://doi.org/10.1016/j.apsusc.2014.01.198.

[20] T. A. Cigu et al., "Adsorption and release studies of new cephalosporin from chitosan-g-poly (glycidyl methacrylate) microparticles," European Polymer Journal, vol. 82, pp. 132-152, 2016, doi: 10.1016/j.eurpolymj.2016.07.011.

[21] D. Naghipour, A. Amouei, K. T. Ghasemi, and K. Taghavi, "Removal of cefixime from aqueous solutions by the biosorbent prepared from pine cones: Kinetic and isotherm studies," Desalination Water Treat., vol. 201, pp. 219–227, 2020, https://doi.org/10.5004/dwt.2020.26133.

[22] E. K. Putra, R. Pranowo, J. Sunarso, N. Indraswati, and S. Ismadji, "Performance of activated carbon and bentonite for adsorption of amoxicillin from wastewater: mechanisms, isotherms and kinetics," Water Res., vol. 43, no. 9, pp. 2419–2430, 2009, doi: 10.1016/j.watres.2009.02.039.

[23] G. Nazari, H. Abolghasemi, and M. Esmaieli, "Batch adsorption of cephalexin antibiotic from aqueous solution by walnut shell-based activated carbon," J. Taiwan Inst. Chem. Eng., vol. 58, pp. 357–365, 2016, https://doi.org/10.1016/j.jtice.2015.06.006.

[24] S. Bej et al., "Recent advancements on antibiotic bioremediation in wastewaters with a focus on algae: An overview," Environmental Technology, 2023, doi: 10.1080/09593330.2023.2245166.

[25] S. M. Al-Jubouri et al., "Silver oxide-zeolite for removal of an emerging contaminant by simultaneous adsorption-photocatalytic degradation under simulated sunlight irradiation," Journal of Photochemistry and Photobiology A: Chemistry, vol. 442, p. 114763, 2023, doi: 10.1016/j.jphotochem.2023.114763.

[26] M. Azizpourian, G. Kouchakzadeh, and Z. Derikvand, "Removal of pharmaceutical compounds from aqueous solution by clay-based synthesized adsorbents: adsorption kinetics and isotherms studies," Chemical Papers, vol. 77, no. 8, pp. 4245-4264, 2023, doi: 10.1007/s11696-023-02774-8.

[27] R. Khazaei, A. Rahmani, A. Seidmohammadi, J. Faradmal, and M. Leili, "Evaluation of the efficiency of photocatalytic UV/peroxymonosulfate process in the removal of cefixime antibiotic from aqueous solutions," Sci. J. Kurdistan Univ. Med. Sci., vol. 24, no. 4, pp. 22–40, 2019.

[28] Z. Aksu and Ö. Tunç, "Application of biosorption for penicillin G removal: comparison with activated carbon," Process Biochemistry, vol. 40, no. 2, pp. 831-847, 2005, doi: 10.1016/j.procbio.2004.03.009.

[29] K. E. Talib and S. D. Salman, "Removal of malachite green from aqueous solution using Ficus Benjamina activated carbon-nonmetal oxide synthesized by pyro carbonic acid microwave," Al-Khwarizmi Eng. J., vol. 19, no. 2, pp. 26–38, 2023, doi: 10.22153/kej.2023.03.002.

[30] M. W. Khalid and S. D. Salman, "Adsorption of heavy metals from aqueous solution onto sawdust activated carbon," Al-Khwarizmi Eng. J., vol. 15, no. 3, pp. 60–69, 2019, doi: 10.22153/kej.2019.04.001.

[31] M. E. Fernandez et al., "Development and characterization of activated hydrochars from orange peels as potential adsorbents for emerging organic contaminants," Bioresource Technology, vol. 183, pp. 221-228, 2015, doi: 10.1016/j.biortech.2015.02.035.

[32] P. Nowicki, J. Kazmierczak-Razna, and R. Pietrzak, "Physicochemical and adsorption properties of carbonaceous sorbents prepared by activation of tropical fruit skins with potassium carbonate," Mater. Des., vol. 90, pp. 579–585, 2016, doi: 10.1016/j.matdes.2015.11.004.

[33] E. D. Miguel Gordillo, El garbanzo: una alternativa para el secano, Mundi-Prensa, 1991.

[34] H. Hameed and M. I. El-Khaiary, "Sorption kinetics and isotherm studies of a cationic dye using agricultural waste: Broad bean peels," J. Hazard. Mater., vol. 154, no. 1–3, pp. 639–648, 2008, doi: 10.1016/j.jhazmat.2007.10.081.

[35] D. Naghipour, A. Amouei, M. Estaji, K. Taghavi, and A. Allahabadi, "Cephalexin adsorption from aqueous solutions by biochar prepared from plantain wood: equilibrium and kinetics studies," Desalination Water Treat., vol. 143, pp. 374–381, 2019, https://doi.org/10.5004/dwt.2019.23563.

[36] J. Rivera-Utrilla, G. Prados-Joya, M. A. Sánchez-Polo, M. A. Ferro-García, and I. Bautista-Toledo, "Removal of nitroimidazole antibiotics from aqueous solution by adsorption/bioadsorption on activated carbon," J. Hazard. Mater., vol. 170, no. 1, pp. 298–305, 2009, doi: 10.1016/j.jhazmat.2009.04.096.

[37] H. H. Al-Mohammedawi, H. Znad, and E. Eroglu, "Synergistic effects and optimization of photo-fermentative hydrogen production of Rhodobacter sphaeroides DSM 158," International Journal of Hydrogen Energy, vol. 43, no. 33, pp. 15823-15834, 2018, doi: 10.1016/j.ijhydene.2018.06.140.

[38] N. M. Alawi et al., "Optimization of discharge plasma reactor for dry reforming of methane using response surface methodology," Bulletin of Chemical Reaction Engineering & Catalysis, vol. 11, 2023, doi: 10.9767/bcrec.11.2.12345.67890

[39] Vohra, M. Hussaini, and T. Mohammad, "Olive branches activated carbon: Synthesis, phenol adsorption and modeling," Chem. Pap., vol. 77, no. 1, pp. 485–498, 2023, doi: 10.1007/s11696-022-02457-w.

[40] Y. X. Gan, "Activated carbon from biomass sustainable sources," C, vol. 7, no. 2, p. 39, 2021, https://doi.org/10.3390/c7020039

[41] K. Hummadi, "Optimal operating conditions for adsorption of heavy metals from an aqueous solution by an agriculture waste," Iraqi J. Chem. Petrol. Eng., vol. 22, no. 2, pp. 27–35, 2021, https://doi.org/10.31699/IJCPE.2021.2.4

[42] R. G. Yousuf, H. A. Sabbar, and Z. Y. Atiyah, "Utilizing waste mango and avocado seeds for highly effective dye removal with activated carbon," Asia-Pacific J. Mol. Biol. Biotechnol., vol. 31, no. 2, pp. 71–79, 2023.

[43] M. H. M. Ali, R. F. Almilly, and R. K. Abid, "Isotherms and kinetics study for adsorption of nitrogen from air using zeolite Li-LSX to produce medical oxygen," Iraqi Journal of Chemical and Petroleum Engineering, vol. 24, no. 2, pp. 81-87, 2023,

doi: 10.31699/IJCPE.2023.2.9

[44] B. Lim, N. Priyantha, H. H. Cheng, N. A. H. M. Zaidi, and G. Link, "Parkia speciosa (Petai) pod as a potential low-cost adsorbent for the removal of toxic crystal violet dye," Scientia Bruneiana, vol. 15, pp. 99–106, 2016.

[45] L. X. Dinh et al., "The adsorption kinetic and isotherm studies of metal ions (Co2+, Sr2+, Cs+) on Fe3O4 nanoparticle of radioactive importance," Results in Chemistry, vol. 101095, 2023,

doi: 10.1016/j.rechem.2023.101095.

[46] W. Boumyaa et al., "Box–Behnken design for understanding of adsorption behaviors of cationic and anionic dyes by activated carbon," Molecules, vol. 15, pp. 17-19, 2021, doi: 10.5004/dwt.2021.26610.

[47] S. Alkorbi, M. Tanveer, H. Shahid, M. B. Qadir, F. Ahmad, Z. Khaliq, and F. A. Harraz, "Comparative analysis of feed-forward neural network and second-order polynomial regression in textile wastewater treatment efficiency," AIMS Mathematics, vol. 9, no. 5, pp. 10955-10976, 2024.

[48] M. N. Hasan, M. A. Shenashen, M. M. Hasan, H. Znad, and M. R. Awual, "Assessing of cesium removal from wastewater using functionalized wood cellulosic adsorbent," Chemosphere, vol. 270, p. 128668, 2021, https://doi.org/10.1016/j.chemosphere.2020.128668

[49] M. N. Hasan, M. A. Shenashen, M. M. Hasan, H. Znad, and M. R. Awual, "Assessing of cesium removal from wastewater using functionalized wood cellulosic adsorbent," Chemosphere, vol. 270, p. 128668, 2021, doi: 10.1016/j.chemosphere.2020.128668.

[50] M. E. Esmaeili Bidhendi et al., "Nano-size biomass derived from pomegranate peel for enhanced removal of cefixime antibiotic from aqueous media: kinetic, equilibrium and thermodynamic study," International Journal of Environmental Research and Public Health, vol. 17, no. 12, p. 4223, 2020, doi: 10.3390/ijerph17124223.

[51] Islam et al., "Advances in sustainable approaches to recover metals from e-waste-A review," J. Clean. Prod., vol. 244, p. 118815, 2020, doi: 10.1016/j.jclepro.2019.118815.

[52] M. N. Arshad et al., "Fabrication of cadmium ionic sensor based on (E)-4-Methyl-N′-(1-(pyridin-2-yl) ethylidene) benzenesulfonohydrazide (MPEBSH) by electrochemical approach," Journal of Organometallic Chemistry, vol. 827, pp. 49-55, 2017,

doi: 10.1016/j.jorganchem.2016.11.009.

[53] M. Mazrouaa et al., "Nano-composite multi-wall carbon nanotubes using poly (p-phenylene terephthalamide) for enhanced electric conductivity," J. Environ. Chem. Eng., vol. 7, no. 2, p. 103002, 2019, https://doi.org/10.1016/j.jece.2019.103002.

[54] F. Mohammadi, N. Moradpour, N. Azimi, and E. Ebrahimi, "Feasibility of the purification of pharmaceuticals from aqueous solutions using carbon nanotubes in the presence of oxidizers," Iranian J. Chem. Eng., vol. 21, no. 2, pp. 43–55, 2024, https://doi.org/10.22034/ijche.2024.443106.1523.

[55] T. A. Saleh, "Isotherm models of adsorption processes on adsorbents and nanoadsorbents," in Interface Sci. Technol., vol. 34, pp. 99–126, Elsevier, 2022, doi: 10.1016/B978-0-12-849876-7.00009-9

[56] Gupta and R. K. Vyas, "Evaluation of acyclovir adsorption on granular activated carbon from aqueous solutions: batch and fixed-bed parametric studies," Chemical Papers, vol. 77, no. 8, pp. 4599-4612, 2023, doi: 10.1007/s11696-023-02810-7.

[57] G. Annadurai, R.-S. Juang, and D.-J. Lee, "Use of cellulose-based wastes for adsorption of dyes from aqueous solutions," Journal of Hazardous Materials, vol. 92, no. 3, pp. 263-274, 2002, doi: 10.1016/S0304-3894(02)00017-1

[58] Ghodbane and O. Hamdaoui, "Removal of mercury (II) from aqueous media using eucalyptus bark: Kinetic and equilibrium studies," Journal of Hazardous Materials, vol. 160, pp. 301-309, 2008, doi: 10.1016/j.jhazmat.2008.02.116.

[59] G. M. S. Uddin, S. Saha, S. Karmaker, and T. K. Saha, "Adsorption of cefixime trihydrate onto chitosan 10b from aqueous solution: Kinetic, equilibrium and thermodynamic studies," Adsorption, vol. 6, p. 9, 2021.

[60] H. F. Hameed, A. K. Mohammed, and D. S. Zageer, "Comparative study between activated carbon and charcoal for the development of latent fingerprints on nonporous surfaces," Al-Khwarizmi Eng. J., vol. 18, no. 4, pp. 1–13, 2022, doi: 10.22153/kej.2022.09.001.

Downloads

Published

01-03-2026

How to Cite

[1]
H. A. . Sabbar, “Cefixime removal from wastewater by adsorption on activated carbon derived from broad bean peels using response surface methodology with Box–Behnken design”, alkej, vol. 22, no. 1, pp. 30–43, Mar. 2026, doi: 10.22153/kej.2026.12.012.