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

Cerium(IV) oxide-modified graphite anode for superior performance towards electrochemical treatment of the simulated textile dyebath effluent DOI
Milica Petrović, Slobodan Najdanović, Miloš Kostić

et al.

Materials Chemistry and Physics, Journal Year: 2025, Volume and Issue: unknown, P. 130859 - 130859

Published: April 1, 2025

Language: Английский

Citations

0
Amino acid-derived compounds as effective corrosion inhibitors for mild steel in hydrochloric acid: gravimetric, electrochemical and computational studies DOI

Ankita Agarwal,

A. Suresh Kumar,

Tarun Kanti Sarkar

et al.

Materials Today Communications, Journal Year: 2025, Volume and Issue: unknown, P. 112490 - 112490

Published: April 1, 2025

Language: Английский

Citations

0
Engineered CF/g-C3N4-β-PbO2 anodes for boosted electrocatalytic degradation of remdesivir in pharmaceutical wastewater DOI

Parva Ashrafi,

Davood Nematollahi, Amin Ansari

et al.

Separation and Purification Technology, Journal Year: 2025, Volume and Issue: unknown, P. 132972 - 132972

Published: April 1, 2025

Language: Английский

Citations

0
2D/3D ZnS/SnO2 photocatalyst with Z-scheme heterojunction for efficient degradation of organic pollutants DOI
Guitao Shi, Yuanfeng Wu, Wenlong Liu

et al.

Inorganic Chemistry Communications, Journal Year: 2025, Volume and Issue: unknown, P. 114504 - 114504

Published: April 1, 2025

Language: Английский

Citations

0
Fe(Ⅱ)/Fe(Ⅲ) cycle enhanced the Electro-Fenton degradation of methylene blue with Fe3O4@C as three-dimensional electrode DOI
Zhibing Xu, Zhipeng Wang, Di Wang

et al.

Applied Surface Science, Journal Year: 2024, Volume and Issue: 683, P. 161764 - 161764

Published: Nov. 15, 2024

Language: Английский

Citations

3
"Research Progress on the Electrocatalytic Degradation of Organic Pollutants by PbO2-Based Electrode" DOI Open Access
Wenlong Liu

Biomedical Journal of Scientific & Technical Research, Journal Year: 2024, Volume and Issue: 58(3)

Published: Aug. 23, 2024

As an inactive electrode, PbO2-based electrode can produce abundant hydroxyl radicals which are beneficial to the degradation of organic pollutants. In recent years, as a widely used material in electrochemical oxidation technology, more and electrodes have attracted much attention due their high oxygen evolution potential, catalytic activity good stability. Presently, most articles devoted modification electrode. To better understand pollutants from waste water, this review summarizes research progress wastewater treatment years.

Language: Английский

Citations

1
The PDINH decorated NH2-UiO-67 MOF for Promoted Photocatalytic Cr(VI) Reduction: Performance, and Mechanism DOI
Muath Suliman, Farag M. A. Altalbawy, Dharmesh Sur

et al.

Journal of Molecular Structure, Journal Year: 2024, Volume and Issue: 1322, P. 140374 - 140374

Published: Oct. 16, 2024

Language: Английский

Citations

1
Construction of GO/Pr/PbO2 ternary electrode for highly efficient degradation of organic pollutants DOI
Yuanfeng Wu, Yue Yin,

Xiaoxiao Su

et al.

Chemosphere, Journal Year: 2024, Volume and Issue: 368, P. 143803 - 143803

Published: Nov. 1, 2024

Language: Английский

Citations

1
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

Citations

0