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

и другие.

Water, Год журнала: 2024, Номер 16(23), С. 3469 - 3469

Опубликована: Дек. 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.

Язык: 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

и другие.

Materials Chemistry and Physics, Год журнала: 2025, Номер unknown, С. 130859 - 130859

Опубликована: Апрель 1, 2025

Язык: Английский

Процитировано

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

и другие.

Materials Today Communications, Год журнала: 2025, Номер unknown, С. 112490 - 112490

Опубликована: Апрель 1, 2025

Язык: Английский

Процитировано

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

Parva Ashrafi,

Davood Nematollahi, Amin Ansari

и другие.

Separation and Purification Technology, Год журнала: 2025, Номер unknown, С. 132972 - 132972

Опубликована: Апрель 1, 2025

Язык: Английский

Процитировано

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

и другие.

Inorganic Chemistry Communications, Год журнала: 2025, Номер unknown, С. 114504 - 114504

Опубликована: Апрель 1, 2025

Язык: Английский

Процитировано

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

и другие.

Applied Surface Science, Год журнала: 2024, Номер 683, С. 161764 - 161764

Опубликована: Ноя. 15, 2024

Язык: Английский

Процитировано

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, Год журнала: 2024, Номер 58(3)

Опубликована: Авг. 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.

Язык: Английский

Процитировано

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

и другие.

Journal of Molecular Structure, Год журнала: 2024, Номер 1322, С. 140374 - 140374

Опубликована: Окт. 16, 2024

Язык: Английский

Процитировано

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

Xiaoxiao Su

и другие.

Chemosphere, Год журнала: 2024, Номер 368, С. 143803 - 143803

Опубликована: Ноя. 1, 2024

Язык: Английский

Процитировано

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

и другие.

Water, Год журнала: 2024, Номер 16(23), С. 3469 - 3469

Опубликована: Дек. 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.

Язык: Английский

Процитировано

0