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Eboibi BE, Ogbue MC, Udochukwu EC, Umukoro JE, Okan LO, Agarry SE, Aworanti OA, Ogunkunle O, Laseinde OT. Bio-sorptive remediation of crude oil polluted sea water using plantain ( Musa parasidiaca) leaves as bio-based sorbent: Parametric optimization by Taguchi technique, equilibrium isotherm and kinetic modelling studies. Heliyon 2023; 9:e21413. [PMID: 38027684 PMCID: PMC10665695 DOI: 10.1016/j.heliyon.2023.e21413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 10/10/2023] [Accepted: 10/20/2023] [Indexed: 12/01/2023] Open
Abstract
This study investigated the potential of employing plantain leaves as a natural bio-based sorbent for crude oil spill polluted seawater remediation. Type L9(34) Taguchi orthogonal array technique was used to evaluate the effect of four independent bio-sorption factors at three different levels (crude oil initial concentration (X1 7.8, 11.5 and 15.6 g/L), seawater-crude oil temperature (X2 25, 35 and 45 °C), bio-sorbent dosage (X3 1, 2 and 3 g) and bio-sorbent particle size (X4 1.18, 2.36 and 4.72 mm) on two response indices (bio-sorption efficiency (%) and bio-sorption capacity (g/g)). Taguchi optimization technique, numerical-desirability index function optimization technique and a proposed optimization method were utilized to determine the optimum bio-sorption factors needed for the optimum bio-sorption efficiency and bio-sorption capacity. The results demonstrated that the crude oil bio-sorption efficiency of the plantain leaves was significantly influenced by X1, X3 and X4 and the bio-sorption capacity was mainly influenced by X1 and X3. The optimum bio-sorption efficiency and the optimum bio-sorption capacity were 99.05 % and 12.82 g/g, respectively, obtained at optimum combination of factors and levels of X11 (7.8 g/L), X33 (3 g) and X41 (1.18 mm) for bio-sorption efficiency and X13 (15.6 g/L) X31 (1 g) for bio-sorption capacity. The Freundlich and Dubinin-Rudeshkevich isotherm models best explain the equilibrium bio-sorption data, while the pseudo-second order kinetic model best describes the bio-sorption kinetics. The bio-sorptive remediation mechanism followed dual mechanism of physical and chemical bio-sorption and the mass transfer controlled by film diffusion. The maximum bio-sorption capacity (K f ) was 14.0 gg-1.
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Affiliation(s)
- Blessing E. Eboibi
- Biochemical and Bioenvironmental Engineering Laboratory, Department of Chemical Engineering, Delta State University, Abraka, P. M. B. 22, Oleh Campus, Nigeria
- Department of Chemical Engineering, Federal University, Otuoke, Nigeria
| | - Michael C. Ogbue
- Department of Petroleum Engineering, Delta State University, Abraka, P. M. B. 22, Oleh Campus, Nigeria
| | | | - Judith E. Umukoro
- Biochemical and Bioenvironmental Engineering Laboratory, Department of Chemical Engineering, Delta State University, Abraka, P. M. B. 22, Oleh Campus, Nigeria
| | - Laura O. Okan
- Biochemical and Bioenvironmental Engineering Laboratory, Department of Chemical Engineering, Delta State University, Abraka, P. M. B. 22, Oleh Campus, Nigeria
| | - Samuel E. Agarry
- Department of Chemical Engineering, Federal University, Otuoke, Nigeria
- Biochemical and Bioenvironmental Engineering Research Group, Department of Chemical Engineering, Ladoke Akintola University of Technology, P. M. B. 4000, Ogbomoso, Nigeria
| | - Oluwafunmilayo A. Aworanti
- Biochemical and Bioenvironmental Engineering Research Group, Department of Chemical Engineering, Ladoke Akintola University of Technology, P. M. B. 4000, Ogbomoso, Nigeria
| | - Oyetola Ogunkunle
- Department of Mechanical and Industrial Engineering Technology, University of Johannesburg, South Africa
| | - Opeyeolu T. Laseinde
- Department of Mechanical and Industrial Engineering Technology, University of Johannesburg, South Africa
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Eboibi BE, Ogbue MC, Udochukwu EC, Umukoro JE, Okan LO, Agarry SE. Maize cob (Zea mays) as natural biomass sorbent for crude oil biosorptive removal from contaminated seawater: Taguchi process optimization and biosorptive removal mechanism. ENVIRONMENTAL MONITORING AND ASSESSMENT 2023; 195:1145. [PMID: 37668765 DOI: 10.1007/s10661-023-11667-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Accepted: 08/01/2023] [Indexed: 09/06/2023]
Abstract
Crude oil pollution poses a serious threat to the aquatic environment. Hence, there is an increasing interest in developing an efficient cleaner process technique for oil spill cleanup via agricultural biomass waste-organic sorbent utilization. This work evaluated the effects of independent biosorptive removal at three varying levels (initial concentration of crude oil (Z1, 7.8-15.6 g/L), seawater-oil temperature (Z2, 25-45 °C), sorbent dose (Z3, 1-3 g), and sorbent particle size diameter (Z4, 1.18-4.72 mm)) on the biosorptive removal efficiency and biosorptive capacity performance of maize cob sorbent for crude oil biosorptive removal from seawater. Experiments were designed based on Taguchi orthogonal array experimental design (L9(34)) to study the effects and process optimization. The results revealed that the maize cob sorbent's crude oil biosorptive removal efficiency is related to Z1, Z3, and Z4, while the biosorptive capacity is related to Z1 and Z3. The optimum biosorptive removal efficiency and the biosorptive capacity values were 96.53% and 12.64 g/g, respectively, achieved at optimum factors of Z1 (7.8 g/L), Z3 (3 g), and Z4 (1.18 mm), as well as at Z1 (15.6 g) and Z3 (1 g). The isotherm and kinetic data, respectively, followed the Langmuir isotherms and the pseudo-second-order kinetics with a maximum monolayer biosorptive capacity of 23.31 g g-1. The mechanism of biosorptive crude oil removal was by physical sorption and film diffusion control. Therefore, the maize cob represents an inexpensive and effective natural sorbent for oil spill removal from water bodies.
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Affiliation(s)
- Blessing E Eboibi
- Renewable Energy, Bioenergy and Bioenvironmental Engineering Research Group, Department of Chemical Engineering, Delta State University, Abraka, Oleh Campus, Oleh, Delta State, Nigeria
| | - Michael C Ogbue
- Department of Petroleum Engineering, Delta State University, Oleh Campus, P. M. B. 22, Oleh, Nigeria
| | - Esther C Udochukwu
- Department of Chemical Engineering, Federal University, Otuoke, Bayelsa State, Nigeria
| | - Judith E Umukoro
- Renewable Energy, Bioenergy and Bioenvironmental Engineering Research Group, Department of Chemical Engineering, Delta State University, Abraka, Oleh Campus, Oleh, Delta State, Nigeria
| | - Laura O Okan
- Renewable Energy, Bioenergy and Bioenvironmental Engineering Research Group, Department of Chemical Engineering, Delta State University, Abraka, Oleh Campus, Oleh, Delta State, Nigeria
| | - Samuel E Agarry
- Department of Chemical Engineering, Federal University, Otuoke, Bayelsa State, Nigeria.
- Biochemical and Bioenvironmental Engineering Research Group, Department of Chemical Engineering, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria.
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Karegar M, Khodaei MM. The modified
polythiophene‐Cu NPs
composites for Pb(
II
) ions removal from aqueous solution. J Appl Polym Sci 2022. [DOI: 10.1002/app.51489] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Mohsen Karegar
- Department of Organic Chemistry Razi University Kermanshah Iran
| | - Mohammad Mehdi Khodaei
- Department of Organic Chemistry Razi University Kermanshah Iran
- Nanoscience & Nanotechnology Research Center (NNRC) Razi University Kermanshah Iran
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Latinwo GK, Alade AO, Agarry SE, Dada EO. Process Optimization and Modeling the Adsorption of Polycyclic Aromatic-Congo Red Dye onto Delonix regia Pod-Derived Activated Carbon. Polycycl Aromat Compd 2019. [DOI: 10.1080/10406638.2019.1591467] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
- G. K. Latinwo
- Department of Chemical Engineering, Biochemical and Bioenvironmental Engineering Laboratory, Ladoke Akintola University of Technology, Ogbomoso, Nigeria
| | - A. O. Alade
- Department of Chemical Engineering, Biochemical and Bioenvironmental Engineering Laboratory, Ladoke Akintola University of Technology, Ogbomoso, Nigeria
| | - S. E. Agarry
- Department of Chemical Engineering, Biochemical and Bioenvironmental Engineering Laboratory, Ladoke Akintola University of Technology, Ogbomoso, Nigeria
| | - E. O. Dada
- Department of Chemical Engineering, Biochemical and Bioenvironmental Engineering Laboratory, Ladoke Akintola University of Technology, Ogbomoso, Nigeria
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