Adsorption of Ibuprofen from Water Using Banana Peel Biochar: Experimental Investigation and Machine Learning Algorithms DOI Open Access
Md. Rezwanul Islam, Qingyue Wang,

Sumaya Sharmin

et al.

Water, Journal Year: 2024, Volume and Issue: 16(23), P. 3469 - 3469

Published: Dec. 2, 2024

Ibuprofen is a significant nonsteroidal anti-inflammatory drug that poses environmental and health risks when present in wastewater because of its persistence probable toxicity. This study investigates the use banana peel biochar (BPB) made at 600 °C to 900 eliminate ibuprofen from aqueous solutions. The uniqueness this work lies high-temperature pyrolysis process, which has not been previously explored for removal efficiency using BPB. batch experiment was conducted considering initial concentrations, pH, contact time. data were compared with different algorithms, Linear Regression (LR), Support Vector Machines (SVM), Decision Trees (DT), Random Forest (RF), k-Nearest Neighbor (k-NN) forecast performance. results revealed exhibited highest (69.28 ± 0.83%) 125 mg/L concentration sequence BPB900 > BPB800 BPB700 BPB600. A maximum 72.67 0.75% observed pH 9. Adsorption behavior analyzed isotherm kinetic models, Freundlich model (R2 value 0.9620) indicating heterogeneous adsorption pseudo-second-order (PSO) 0.9969) suggesting physicochemical interactions govern process. FTIR analysis ensured existence functional groups (hydroxyl, carboxylic, carbonyl, aromatic rings) responsible adsorption. Machine learning especially RF, demonstrated outstanding performance 90.07% accuracy predicting experimental data. In comparison other adsorbents, BPB superior efficiency, underscoring effectiveness. suggests BPB, particularly °C, effective removing ibuprofen, due sustainable production, it offers potential solution treatment.

Language: Английский

A systematic review on applications of biochar and activated carbon derived from biomass as adsorbents for sustainable remediation of antibiotics from pharmaceutical wastewater DOI
Zakariyya Uba Zango, Abdurrahman Garba, Abdurrashid Haruna

et al.

Journal of Water Process Engineering, Journal Year: 2024, Volume and Issue: 67, P. 106186 - 106186

Published: Sept. 25, 2024

Language: Английский

Citations

17

Facile synthesis of natural stearic acid modified carbon adsorbent for toluene adsorption under high humidity conditions DOI
Shuang Wang,

Jingying Xu,

Junjie Zhang

et al.

Separation and Purification Technology, Journal Year: 2024, Volume and Issue: 344, P. 127269 - 127269

Published: March 27, 2024

Language: Английский

Citations

4

Pioneering adsorption-based technological advancements in Ibuprofen remediation: A critical evaluation DOI
Debanjan Dey,

Priyanka Khan,

Robin Kumar Biswas

et al.

Process Safety and Environmental Protection, Journal Year: 2025, Volume and Issue: unknown, P. 106874 - 106874

Published: Feb. 1, 2025

Language: Английский

Citations

0

STRATEGIC ENGINEERING AND FUNCTIONAL MECHANISM ELUCIDATION OF ADVANCED MATERIALS IN DETOXIFICATION OF CONTAMINATED WATER MATRICES DOI Creative Commons

S. Sathish,

S. Dhanasekaran,

A. S. Vickram

et al.

Results in Engineering, Journal Year: 2025, Volume and Issue: unknown, P. 104851 - 104851

Published: April 1, 2025

Language: Английский

Citations

0

A N, S-Containing Graphene Oxide Composite for the Adsorptive Removal of p-Nitrophenol from Aqueous Solutions DOI Creative Commons

Yang Bi,

Tao-Tao Shi,

Weiguo Hu

et al.

Molecules, Journal Year: 2025, Volume and Issue: 30(9), P. 2046 - 2046

Published: May 4, 2025

A novel 3-amino-5-mercapto-1,2,4-triazole functionalized graphene oxide composite (GO-ATT) was successfully prepared via a covalent coupling method, then employed for the removal of p-nitrophenol (PNP) from wastewater. The morphology as well composition GO-ATT were investigated using Fourier transform infrared spectroscopy (FT-IR), scanning electron microscopy (SEM), thermogravimetric analysis (TGA), X-ray diffraction (XRD), and photoelectron (XPS). surface charge evaluated by Zeta potential analyses. area pore size distribution analyzed specific analyses Brunauer–Emmett–Teller (BET) method. Batch adsorption experiments performed to investigate effects conditional factors, including contact time, solution pH, initial PNP concentration, temperature, on process. maximum capacity (0.287 mmol g−1) could be obtained at 25 °C. Freundlich isotherm (R2 > 0.92505) can better describe behavior composite. thermodynamic functions (ΔG°, ΔH°, ΔS°) indicate that is spontaneous, endothermic, entropy-increasing process features physisorption. conformed nonlinear pseudo-second-order kinetic model. Adsorption mechanism investigation indicated electrostatic, π-π stacking, hydrogen bonding interactions involved in After 10 adsorption–desorption cycles, adsorbent exhibited stable efficient rate (94%) PNP. Due its advantages high efficiency, excellent reusability, stability, covalently coupled might used an effective phenolic contaminants

Language: Английский

Citations

0

Application of carbon from pomegranate husk for the removal of ibuprofen, cadmium and methylene blue from water DOI Creative Commons
Ntaote David Shooto

Heliyon, Journal Year: 2023, Volume and Issue: 9(9), P. e20268 - e20268

Published: Sept. 1, 2023

The presence of pharmaceutical products, dyes, and toxic metal ions in water is a major problem worldwide. This work developed low-cost pomegranate-based materials to uptake ibuprofen, cadmium methylene blue from water. Pomegranate husks (PPH) were carbonized at 400 °C form pomegranate husk (CPH), nanoparticles loaded into the carbon surface (NPH) by co-precipitation. SEM micrographs showed that morphology was highly porous compared pristine husk. data for BET revealed CPH NPH, had about 20-fold increase area 142 m2/g 190 respectively with 9.27 PPH. composites exhibited larger pore sizes volumes. TEM images confirmed loading nanoparticles. FTIR results on their oxygenated groups such as -OH, -C]O, -COC other like -NH -C]C which are anticipated play an essential role sorption pollutants. It found removal efficiency increased when there progressive pollutant concentration all adsorbents. best pH value solution processes 8. recorded adsorption capacities 8 Cd(II), IBU MB 92.85, 39.77 95.89 mg/g 72.60, 32.58 80.59 32.78, 16.12 40.79 Contact time studies three steps. Step 1: rapid initial stage. 2: marginal uptake. 3: plateau. trends indicated influenced temperature variation. thermodynamic parameter △Ho suggest endothermic; obtained positive values indicate this. PPH between (64.33-69.08 kJ/mol), 82.84-86.03 kJ/mol 87.17-88.96 NPH. For PPH, molecular interactions physisorption, chemisorption △So has values, showing freedom during sorption. adsorbents followed PSO based involving syngenetic mechanisms.

Language: Английский

Citations

8

Zn-decorated S,P,B co-doped C2N nanosheet for ibuprofen adsorption: Experimental and density functional theory calculation DOI
Mohammad Khajavian,

Sadegh Kaviani,

Irina Piyanzina

et al.

Colloids and Surfaces A Physicochemical and Engineering Aspects, Journal Year: 2023, Volume and Issue: 680, P. 132702 - 132702

Published: Nov. 3, 2023

Language: Английский

Citations

7

Synthesis of X@DRHC (X=Co, Ni, Mn) catalyst from comprehensive utilization of waste rice husk and spent lithium-ion batteries for efficient peroxymonosulfate (PMS) activation DOI

Zhenyi Hu,

Geng Su,

Shujun Long

et al.

Environmental Research, Journal Year: 2023, Volume and Issue: 245, P. 118078 - 118078

Published: Dec. 28, 2023

Language: Английский

Citations

6

Low-cost and sustainable fabrication of waste rubber derived porous carbon for o-nitrophenol removal with high practical application potential: A waste salt-free and recyclable template strategy DOI

Guang-Wen Xu,

Ya-Hao Shen,

Yu-Ling Shan

et al.

Separation and Purification Technology, Journal Year: 2024, Volume and Issue: 354, P. 128901 - 128901

Published: July 23, 2024

Language: Английский

Citations

1

Effect of Soil-pH, temperature and moisture content on sorption dynamics of Metformin and Erythromycin DOI
Maliha Ashraf,

Neha Abbasi,

Pankaj Gupta

et al.

Environmental Research, Journal Year: 2024, Volume and Issue: unknown, P. 120270 - 120270

Published: Oct. 1, 2024

Language: Английский

Citations

0