Sustainable Removal of Phenol from Pharmaceutical Wastewater Using Carbonized Rice Husk: Modeling and Optimization via RSM
Keywords:
Phenol removal; Carbonized rice husk; Pharmaceutical wastewater; Adsorption, Response surface methodology; Isotherm, kinetics; Wastewater treatment.Abstract
This study investigates the sustainable removal of phenol from real pharmaceutical wastewater using carbonized rice husk (RH) as a low-cost agro-waste-derived adsorbent. The adsorbent was prepared through combined thermal and chemical activation to enhance surface properties, and its characteristics were examined using scanning electron microscopy (SEM) and Fourier transform infrared spectroscopy (FTIR). Batch adsorption experiments were conducted to evaluate the effects of pH, adsorbent dosage, contact time, temperature, and initial phenol concentration. Equilibrium data were best described by the Langmuir isotherm model (R² = 0.9872), indicating monolayer adsorption with a maximum adsorption capacity of 66.5 mg/g. Kinetic analysis showed that the pseudo-secondorder model (R² = 0.9805) provided the best fit, suggesting that adsorption is governed by surface interactions. Thermodynamic parameters revealed that the adsorption process is spontaneous and exothermic, with ΔG values ranging from –12.73 to –10.76 kJ/mol and ΔH = –37.98 kJ/mol. Response Surface Methodology (RSM) based on Central Composite Design (CCD) was employed to model and optimize the adsorption process. The model was statistically significant (F = 21.40, p < 0.0001) with a high coefficient of determination (R² = 0.9365). Optimal conditions resulted in a maximum phenol removal efficiency of 99.83%. The findings demonstrate that carbonized rice husk is an efficient, sustainable, and economically viable adsorbent for phenol removal from complex wastewater systems, with strong potential for practical application and scale-up.
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References
1. Khan, A.H., et al., Impact, disease outbreak and the eco-hazards associated with pharmaceutical residues: a critical review. 2022. 19(1): p. 677-688.
2. Hammam, A., et al., Toxicity, Mutagenicity and carcinogenicity of phenols and phenolic compounds on human and living organisms [A Review]. 2015. 9(8): p. 38-49.
3. Villegas, L.G.C., et al., A short review of techniques for phenol removal from wastewater. 2016. 2(3): p. 157-167.
4. da Silva Aires, F.I., et al., Advanced and prospects in phenol wastewater treatment technologies: unveiling opportunities and trends. 2024. 4(1): p. 20.
5. Dąbrowski, A., et al., Adsorption of phenolic compounds by activated carbon—a critical review. 2005. 58(8): p. 1049-1070.
6. Mishra, S., Dhada, I., & Haldar, P. (2023). Rice Husk: from agro-industrial to modern applications. Agricultural waste to value-added products: technical, economic and sustainable aspects, 295-320.
7. Reji, M. and R.J.I.J.M.R. Kumar, Response surface methodology (RSM): An overview to analyze multivariate data. 2022. 9(4): p. 241-248.
8. Langmuir, I.J.J.o.t.A.C.s., The adsorption of gases on plane surfaces of glass, mica and platinum. 1918. 40(9): p. 1361-1403.
9. Elmorsi, T.M.J.J.o.E.P., Equilibrium isotherms and kinetic studies of removal of methylene blue dye by adsorption onto miswak leaves as a natural adsorbent. 2011. 2(6): p. 817-827.
10. Ayawei, N., A.N. Ebelegi, and D.J.J.o.c. Wankasi, Modelling and interpretation of adsorption isotherms. 2017. 2017(1): p. 3039817.
11. Húmpola, P., et al., Thermodynamic analysis of adsorption models of phenol in liquid phase on different activated carbons. 2013. 58(1): p. 1541-1544.
12. Temkin, M.J.A.p.U., Kinetics of ammonia synthesis on promoted iron catalysts. 1940. 12: p. 327-356.
13. Rengaraj, S., et al., Agricultural solid waste for the removal of organics: adsorption of phenol from water and wastewater by palm seed coat activated carbon. 2002. 22(5): p. 543-548.
14. Yuh-Shan, H.J.S., Citation review of Lagergren kinetic rate equation on adsorption reactions. 2004. 59(1): p. 171-177.
15. Chulliyil, H.M., et al., Enhanced moisture adsorption of activated carbon through surface modification. 2024. 14: p. 100170.
16. Coates, J.J.E.o.a.c., Interpretation of infrared spectra, a practical approach. 2000. 12: p. 10815-10837.
17. Stuart, B.H., Infrared spectroscopy: fundamentals and applications. 2004: John Wiley & Sons.
18. Hameed, B. and A.J.J.o.h.m. Rahman, Removal of phenol from aqueous solutions by adsorption onto activated carbon prepared from biomass material. 2008. 160(2-3): p. 576-581.
19. Foo, K.Y. and B.H.J.C.e.j. Hameed, Insights into the modeling of adsorption isotherm systems. 2010. 156(1): p. 2-10.
20. Lin, K., et al., Study the adsorption of phenol from aqueous solution on hydroxyapatite nanopowders. 2009. 161(1): p. 231-240.
21. Wang, L., et al., Rational design, synthesis, adsorption principles and applications of metal oxide adsorbents: a review. 2020. 12(8): p. 4790-4815.
22. Chen, H., et al., Isotherm, thermodynamic, kinetics and adsorption mechanism studies of methyl orange by surfactant modified silkworm exuviae. 2011. 192(1): p. 246-254.
23. Beker, U., et al., Adsorption of phenol by activated carbon: Influence of activation methods and solution pH. 2010. 51(2): p. 235-240.
24. Hall, K.R., et al., Pore-and solid-diffusion kinetics in fixed-bed adsorption under constant-pattern conditions. 1966. 5(2): p. 212-223.
25. Ho, Y.-S. and G.J.P.b. McKay, Pseudo-second order model for sorption processes. 1999. 34(5): p. 451-465.
26. Ho, Y.-S.J.J.o.h.m., Review of second-order models for adsorption systems. 2006. 136(3): p. 681-689.
27. Lagergren, S., About the theory of so-called adsorption of soluble substances. 1898.
28. Lima, E.C., A.A. Gomes, and H.N.J.J.o.M.L. Tran, Comparison of the nonlinear and linear forms of the van't Hoff equation for calculation of adsorption thermodynamic parameters (∆ S° and∆ H°). 2020. 311: p. 113315.
29. Abonyı, M.N., et al., Statistical modelling of the adsorptive dephenolation of petroleum industry wastewater using ionic liquid treated clay. 2020. 38(3): p. 1099-1112.
30. Kamranfar, S., et al., A partial least squares structural equation modelling analysis of the primary barriers to sustainable construction in Iran. 2023. 15(18): p. 13762.
31. Wu, H., et al., Essential oil extracted from Cymbopogon citronella leaves by supercritical carbon dioxide: antioxidant and antimicrobial activities. 2019. 2019(1): p. 8192439.
32. Marques, V.J.R.B.d.B., Coefficient of variation: a new approach for the study in maize experiments. 2020.
33. Abdi, H.J.E.o.r.d., Coefficient of variation. 2010. 1(5): p. 169-171.
34. Arachchige, C.N., L.A. Prendergast, and R.G.J.J.o.A.S. Staudte, Robust analogs to the coefficient of variation. 2022. 49(2): p. 268-290.
35. Körbahti, B.K. and A.J.J.o.h.M. Tanyolaç, Electrochemical treatment of simulated textile wastewater with industrial components and Levafix Blue CA reactive dye: Optimization through response surface methodology. 2008. 151(2-3): p. 422-431.
36. Chowdhury, Z., et al., Application of response surface methodology (RSM) for optimizing production condition for removal of Pb (II) and Cu (II) onto kenaf fiber based activated carbon. 2012. 4(5): p. 458-465.
37. Kozak, M., H.P.J.J.o.a. Piepho, and c. science, What's normal anyway? Residual plots are more telling than significance tests when checking ANOVA assumptions. 2018. 204(1): p. 86-98.
38. Gaffney, S.J., Probabilistic curve-aligned clustering and prediction with regression mixture models. 2004: University of California, Irvine.
39. Alsharief, H.H., et al., Adsorption of Azorubine E122 dye via Na-mordenite with tryptophan composite: batch adsorption, Box–Behnken design optimisation and antibacterial activity. 2024. 45(17): p. 3496-3515.
40. Basu, J., D. Monal, and G.J.A.o.A.S.R. Pinaki, Statistical optimization for the prediction of ibuprofen adsorption capacity by using microwave assisted activated carbon. 2012. 4(2): p. 1053-1060.
41. Bhatnagar, A. and M.J.C.e.j. Sillanpää, Utilization of agro-industrial and municipal waste materials as potential adsorbents for water treatment—a review. 2010. 157(2-3): p. 277-296.
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