Kinetics, equilibrium thermodynamics and machine learning modeling of the adsorption of acid dyes by corncob derived magnetic modified biomass

References

• Adeleye, A. S., J. R. Conway, K. Garner, Y. Huang, Y. Su, and A. A. Keller. 2016. Engineered nanomaterials for water treatment and remediation: Costs, benefits, and applicability. Chemical Engineering Journal 286:640–62. doi: 10.1016/j.cej.2015.10.105.
   Web of Science ®Google Scholar
• Adeogun, A. I., J. A. Akande, M. A. Idowu, and S. O. Kareem. 2019. Magnetic tuned sorghum husk biosorbent for effective removal of cationic dyes from aqueous solution: Isotherm, kinetics, thermodynamics and optimization studies. Applied Water Science 9 (7):1–17. doi: 10.1007/s13201-019-1037-2.
   Google Scholar
• Adeogun, A. I., P. B. Bhagawati, and C. B. Shivayogimath. 2021. Pollutants removals and energy consumption in electrochemical cell for pulping processes wastewater treatment: Artificial neural network, response surface methodology and kinetic studies. Journal of Environmental Management 281:111897. doi: 10.1016/j.jenvman.2020.111897.
   PubMed Web of Science ®Google Scholar
• Adeogun, A. I., O. A. Osideko, M. A. Idowu, O. A. Akinloye, and E. A. Ofudje. 2023. Synthesis, characterization and investigation of chitosan-functionalized ZnFe2O4 for the removal of dichlorvos from aqueous solution. Journal of Dispersion Science and Technology 44 (1):51–60. doi: 10.1080/01932691.2021.1930036.
   Web of Science ®Google Scholar
• Akinremi, C. A., A. I. Adeogun, M. Poupin, and K. Huddersman. 2021. Chitosan–terephthalic acid–magnetic composite beads for effective removal of the acid blue dye from aqueous solutions: kinetics, isotherm, and statistical modeling. ACS Omega 6 (45):30499–514. doi: 10.1021/acsomega.1c03964.
   PubMed Web of Science ®Google Scholar
• Al-Niaimi, A. F. D., D. A. Abdulateef, and G. I. Atiya. 2018. Thermodynamics and kinetic study of eosin dye adsorption on CuO nanoparticles. International Journal of Research in Pharmacy and Chemistry 8 (2):281–93.
   Google Scholar
• Al-Tohamy, R., S. S. Ali, F. Li, K. M. Okasha, Y. A.-G. Mahmoud, T. Elsamahy, H. Jiao, Y. Fu, and J. Sun. 2022. A critical review on the treatment of dye-containing wastewater: Ecotoxicological and health concerns of textile dyes and possible remediation approaches for environmental safety. Ecotoxicology and Environmental Safety 231:113160. doi: 10.1016/j.ecoenv.2021.113160.
   PubMed Web of Science ®Google Scholar
• Alyasi, H., H. Mackey, and G. McKay. 2023. Adsorption of methyl orange from water using chitosan bead-like materials. Molecules (Basel, Switzerland) 28 (18):6561. doi: 10.3390/molecules28186561.
   PubMed Web of Science ®Google Scholar
• Anjum, F., A. M. Asiri, M. A. Khan, M. I. Khan, S. B. Khan, K. Akhtar, E. M. Bakhsh, K. A. Alamry, S. Y. Alfifi, and S. Chakraborty. 2021. Photo-degradation, thermodynamic and kinetic study of carcinogenic dyes via zinc oxide/graphene oxide nanocomposites. Journal of Materials Research and Technology 15:3171–91. doi: 10.1016/j.jmrt.2021.09.086.
   Google Scholar
• Ansari, R., and Z. Mosayebzadeh. 2010. Removal of Eosin Y, an anionic dye, from aqueous solutions using conducting electroactive polymers. Iranian Polymer Journal 19 (7):541–551.
   Google Scholar
• Ardila-Leal, L. D., R. A. Poutou-Piñales, A. M. Pedroza-Rodríguez, and B. E. Quevedo-Hidalgo. 2021. A brief history of colour, the environmental impact of synthetic dyes and removal by using laccases. Molecules (Basel, Switzerland) 26 (13):3813. doi: 10.3390/molecules26133813.
   PubMed Web of Science ®Google Scholar
• Chen, M., S. A. Masum, S. Sadasivam, H. R. Thomas, and A. C. Mitchell. 2023. Modeling gas adsorption–desorption hysteresis in energetically heterogeneous coal and shale. Energy & Fuels 37 (3):2149–63. doi: 10.1021/acs.energyfuels.2c03441.
   Web of Science ®Google Scholar
• Cherifa, F., C. Hakima, Y. Radhia, H. Salah, and K. Razika. 2022. Eosin biosorption from aqueous solution on two types of activated sludge. Korean Chemical Engineering Research 60 (1):80–5.
   Web of Science ®Google Scholar
• Crini, G., and E. Lichtfouse. 2019. Advantages and disadvantages of techniques used for wastewater treatment. Environmental Chemistry Letters 17 (1):145–55. doi: 10.1007/s10311-018-0785-9.
   Web of Science ®Google Scholar
• Erenstein, O., M. Jaleta, K. Sonder, K. Mottaleb, and B. M. Prasanna. 2022. Global maize production, consumption and trade: Trends and R&D implications. Food Security 14 (5):1295–319. doi: 10.1007/s12571-022-01288-7.
   Web of Science ®Google Scholar
• Fierascu, R. C., A. Ortan, S. M. Avramescu, and I. Fierascu. 2019. Phyto-nanocatalysts: Green synthesis, characterization, and applications. Molecules (Basel, Switzerland) 24 (19):3418. doi: 10.3390/molecules24193418.
   PubMed Web of Science ®Google Scholar
• Foo, K. Y., and B. H. Hameed. 2012. Preparation, characterization and evaluation of adsorptive properties of orange peel based activated carbon via microwave induced K2CO3 activation. Bioresource Technology 104:679–86. doi: 10.1016/j.biortech.2011.10.005.
   PubMed Web of Science ®Google Scholar
• Hu, Q., and Z. Zhang. 2019. Application of Dubinin–Radushkevich isotherm model at the solid/solution interface: A theoretical analysis. Journal of Molecular Liquids 277:646–8. doi: 10.1016/j.molliq.2019.01.005.
   Web of Science ®Google Scholar
• Khan, M. I., M. H. Lashari, M. Khraisheh, S. Shahida, S. Zafar, P. Prapamonthon, A. Rehman, S. Anjum, N. Akhtar, and F. Hanif. 2019. Adsorption kinetic, equilibrium and thermodynamic studies of Eosin-B onto anion exchange membrane. Desalination and Water TREATMENT 155:84–93. doi: 10.5004/dwt.2019.23936.
   Web of Science ®Google Scholar
• Kiran, S., S. Nosheen, S. Abrar, F. Anjum, T. Gulzar, and S. Naz. 2019. Advanced approaches for remediation of textile wastewater: a comparative study. In Advanced Functional Textiles and Polymers, eds. S. ul-Islam and B. S. Butola, 201–64.
   Google Scholar
• Kishor, R., D. Purchase, G. D. Saratale, R. G. Saratale, L. F. R. Ferreira, M. Bilal, R. Chandra, and R. N. Bharagava. 2021. Ecotoxicological and health concerns of persistent coloring pollutants of textile industry wastewater and treatment approaches for environmental safety. Journal of Environmental Chemical Engineering 9 (2):105012. doi: 10.1016/j.jece.2020.105012.
   Google Scholar
• Kristanti, R. A., W. J. Ngu, A. Yuniarto, and T. Hadibarata. 2021. Rhizofiltration for removal of inorganic and organic pollutants in groundwater: A review. Biointerafce Res. Appl. Chem 4:12326–347.
   Google Scholar
• Liu, M., J. Lv, C. Qin, H. Zhang, L. Wu, W. Guo, C. Guo, and J. Xu. 2022. Chemical fingerprinting of organic micropollutants in different industrial treated wastewater effluents and their effluent-receiving river. The Science of the Total Environment 838 (Pt 4):156399. doi: 10.1016/j.scitotenv.2022.156399.
   PubMedGoogle Scholar
• Liu, Y., Y. Chen, Y. Shi, D. Wan, J. Chen, and S. Xiao. 2021. Adsorption of toxic dye Eosin Y from aqueous solution by clay/carbon composite derived from spent bleaching earth. Water Environment Research: A Research Publication of the Water Environment Federation 93 (1):159–69. doi: 10.1002/wer.1376.
   PubMed Web of Science ®Google Scholar
• Malini, K., D. Selvakumar, and N. S. Kumar. 2023. Activated carbon from biomass: Preparation, factors improving basicity and surface properties for enhanced CO2 capture capacity–A review. Journal of CO₂ Utilization 67:102318. doi: 10.1016/j.jcou.2022.102318.
   Web of Science ®Google Scholar
• Mu, Y., H. Du, W. He, and H. Ma. 2022. Functionalized mesoporous magnetic biochar for methylene blue removal: Performance assessment and mechanism exploration. Diamond and Related Materials 121:108795. doi: 10.1016/j.diamond.2021.108795.
   Web of Science ®Google Scholar
• Muhammad, A. A., and J. O. Oyeyode. 2022. Adsorption of methyl orange dye from aqueous solution by carbonized iron tree (Prosopis africana) seeds: Kinetic, equilibrium and thermodynamic studies. Applied Journal of Environmental Engineering Science 8 (2):130–47.
   Google Scholar
• Nazerian, M., M. Akbarzadeh, and A. N. Papadopoulos. 2023. Comparative analysis of ANN-MLP, ANFIS-ACOR and MLR modeling approaches for estimation of bending strength of Glulam. Journal of Composites Science 7 (2):57. doi: 10.3390/jcs7020057.
   Google Scholar
• Omar, B. M., S. A. Abdelgalil, H. Fakhry, T. M. Tamer, and M. A. El-Sonbati. 2023. Wheat husk-based sorbent as an economical solution for removal of oil spills from sea water. Scientific Reports 13 (1):2575. doi: 10.1038/s41598-023-29035-8.
   PubMed Web of Science ®Google Scholar
• Overah, L. C. 2021. Adsorption isotherms and kinetics studies of a cationic and anionic dye removal from aqueous solution onto Raphia farinifera biomass. Nigerian Journal of Science and Environment 19 (1):25–38.
   Google Scholar
• Petrović, J., M. Ercegović, M. Simić, D. Kalderis, M. Koprivica, J. Milojković, and D. Radulović. 2023. Novel Mg-doped pyro-hydrochars as methylene blue adsorbents: Adsorption behavior and mechanism. Journal of Molecular Liquids 376:121424. doi: 10.1016/j.molliq.2023.121424.
   Web of Science ®Google Scholar
• Potgieter, J. H., C. Pardesi, and S. Pearson. 2021. A kinetic and thermodynamic investigation into the removal of methyl orange from wastewater utilizing fly ash in different process configurations. Environmental Geochemistry and Health 43 (7):2539–50. doi: 10.1007/s10653-020-00567-6.
   PubMed Web of Science ®Google Scholar
• Qasem, N. A. A., R. H. Mohammed, and D. U. Lawal. 2021. Removal of heavy metal ions from wastewater: A comprehensive and critical review. NPJ Clean Water 4 (1):36. doi: 10.1038/s41545-021-00127-0.
   Web of Science ®Google Scholar
• Qi, X., X. Tong, W. Pan, Q. Zeng, S. You, and J. Shen. 2021. Recent advances in polysaccharide-based adsorbents for wastewater treatment. Journal of Cleaner Production 315:128221. doi: 10.1016/j.jclepro.2021.128221.
   Web of Science ®Google Scholar
• Scanlon, B. R., S. Fakhreddine, A. Rateb, I. de Graaf, J. Famiglietti, T. Gleeson, R. Q. Grafton, E. Jobbagy, S. Kebede, S. R. Kolusu, et al. 2023. Global water resources and the role of groundwater in a resilient water future. Nature Reviews Earth & Environment 4 (2):87–101. doi: 10.1038/s43017-022-00378-6.
   Google Scholar
• Singh, R. L., and P. K. Singh. 2017. Principles and applications of environmental biotechnology for a sustainable future. Singapore: Springer Science+Business Media, 13–41.
   Google Scholar
• Singhal, S., S. Agarwal, A. Kumar, V. Kumar, S. Kumar Prajapati, T. Kumar, and N. Singhal. 2023. Waste clothes to microcrystalline cellulose: An experimental investigation. Journal of Polymers and the Environment 31 (1):358–72. doi: 10.1007/s10924-022-02609-9.
   Web of Science ®Google Scholar
• Sinha, R., R. Kumar, K. Abhishek, J. Shang, S. Bhattacharya, S. Sengupta, N. Kumar, R. K. Singh, J. Mallick, M. Kar, et al. 2022. Single-step synthesis of activated magnetic biochar derived from rice husk for hexavalent chromium adsorption: Equilibrium mechanism, kinetics, and thermodynamics analysis. Groundwater for Sustainable Development 18:100796. doi: 10.1016/j.gsd.2022.100796.
   Google Scholar
• Turlapati, V. Y., B. K. Prusty, S. K. Pal, and E. Raja. 2023. Examining supercritical methane adsorption on nanoporous shales using constant and varying adsorbed phase density approaches. Energy & Fuels 37 (3):2078–90. doi: 10.1021/acs.energyfuels.2c03922.
   Web of Science ®Google Scholar
• Wang, H., R. Liu, J. Yue, W. Zhao, and Y. Chen. 2022. Removal of methylene blue by Zn-Al layered double oxide/magnetic biochar derived from waste pineapple peel. Biomass Conversion and Biorefinery 14 (6):7903–13. doi: 10.1007/s13399-022-02998-w.
   Web of Science ®Google Scholar
• Wang, Z., K. Wang, X. Yao, J. Jiang, M. Wang, and S. Yuan. 2023. Ultrasound-assisted preparation of Fe(OH)3@bacterial cellulose aerogel for efficient removal of organic contamination in water. Applied Surface Science 607:154959. doi: 10.1016/j.apsusc.2022.154959.
   Google Scholar
• Zaharia, C., D. Suteu, A. Muresan, R. Muresan, and A. Popescu. 2009. Textile wastewater treatment by homogenous oxidation with hydrogen peroxide. Environmental Engineering and Management Journal 8 (6):1359–69. doi: 10.30638/eemj.2009.199.
   Web of Science ®Google Scholar
• Zhang, J., Q. Zhou, and L. Ou. 2012. Kinetic, isotherm, and thermodynamic studies of the adsorption of methyl orange from aqueous solution by chitosan/alumina composite. Journal of Chemical & Engineering Data 57 (2):412–9. doi: 10.1021/je2009945.
   Web of Science ®Google Scholar
• Zhou, X., R. Maimaitiniyazi, and Y. Wang. 2022. Some consideration triggered by misquotation of Temkin model and the derivation of its correct form. Arabian Journal of Chemistry 15 (11):104267. doi: 10.1016/j.arabjc.2022.104267.
   Web of Science ®Google Scholar