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

Biochar as green adsorbents for pharmaceutical pollution in aquatic environments: A review DOI
Kosar Hikmat Hama Aziz, Fryad S. Mustafa,

Mozart A. Hassan

et al.

Desalination, Journal Year: 2024, Volume and Issue: 583, P. 117725 - 117725

Published: May 10, 2024

Language: Английский

Citations

38

A critical review on biochar for the removal of toxic pollutants from water environment DOI

R. Sivaranjanee,

P. Senthil Kumar,

Chitra Boobalan

et al.

Chemosphere, Journal Year: 2024, Volume and Issue: 360, P. 142382 - 142382

Published: May 18, 2024

Language: Английский

Citations

19

Modeling the adsorption of ibuprofen on the Zn-decorated S,P,B co-doped C2N nanosheet: Machine learning and central composite design approaches DOI
Mohammad Khajavian,

Ali Haseli

Journal of Industrial and Engineering Chemistry, Journal Year: 2024, Volume and Issue: 137, P. 583 - 592

Published: April 4, 2024

Language: Английский

Citations

9

Effective removal of As5+ from aqueous medium using date palm fiber biochar/chitosan/glutamine nanocomposite: kinetic and thermodynamic studies DOI
A. Khalifa, Laila M. Alshandoudi, Asaad F. Hassan

et al.

Environmental Science and Pollution Research, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 20, 2025

Language: Английский

Citations

0

Sustainable removal of gaseous Hg0 using sulfur functionalized biochar: Adsorption experiment and life cycle assessment DOI
Jung‐Ho Park,

J.Y. Boo,

Moon Hyeon Kim

et al.

Chemosphere, Journal Year: 2025, Volume and Issue: 373, P. 144158 - 144158

Published: Jan. 29, 2025

Language: Английский

Citations

0

Removal of active pharmaceutical compounds in Primalan and Diane using pumpkin biochar: synthesis, characterization, and adsorption study DOI Creative Commons

Boudoumi Barkahoum,

Saâdia Guergazi,

Nouioua Asma

et al.

RSC Advances, Journal Year: 2025, Volume and Issue: 15(5), P. 3066 - 3079

Published: Jan. 1, 2025

This investigation aims to apply the adsorption process eliminate mequitazine and ethinylestradiol, active molecules of Primalan Diane, respectively, from aqueous solutions, utilizing biochar synthesized pumpkin fruits (PB-500).

Language: Английский

Citations

0

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

Non-wood-based biochars as promising and eco-friendly adsorbents for chromium hexavalent Cr (VI) removal from aquatic systems: state-of-the-art, limitations, and potential future directions DOI Creative Commons

Ghulam Murtaza,

Muhammad Usman, Zeeshan Ahmed

et al.

Environmental Pollutants and Bioavailability, Journal Year: 2024, Volume and Issue: 36(1)

Published: Aug. 14, 2024

Chromium exists from both natural geological processes and human actions, it has a substantial impact on health ecosystems. This study addresses the major challenges in using biochar as an environmentally friendly, sustainable, economical sorbent for removing chromium hexavalent throughout remediation process. The results exhibited that produced non-woody feedstocks pyrolyzed at (300°C −700°C) significantly large amount of various functional groups, higher pH (7 to 11.10) CEC (27 21.70 cmol kg−1), greater surface area (2–300 m2g−1), O/C H/C ratios with increasing carbonization temperature, adsorption capacities (1.63 435 mg g) superior performance removal compared biochars woody-biomass. use equilibrium isotherm, thermodynamic, kinetic models aids comprehending interactions between biochar, well their processes.

Language: Английский

Citations

3

Efficient removal of arsenic and lead from water using a low-cost adsorbent derived from used face masks DOI

Elham Dolati,

Saeideh Tavakoli,

Amirhossein Khazaie

et al.

Journal of Molecular Liquids, Journal Year: 2025, Volume and Issue: unknown, P. 127243 - 127243

Published: March 1, 2025

Language: Английский

Citations

0

Advancements in Biochar as a Sustainable Adsorbent for Water Pollution Mitigation DOI Creative Commons
Devika Laishram,

S. N. Kim,

Seul‐Yi Lee

et al.

Advanced Science, Journal Year: 2025, Volume and Issue: unknown

Published: April 17, 2025

Abstract Biochar, a carbon‐rich material produced from the partial combustion of biomass wastes is often termed “black gold” for its potential in water pollution mitigation and carbon sequestration. By customizing feedstock optimizing preparation strategies, biochar can be engineered with specific physicochemical properties to enhance effectiveness removing contaminants wastewater. Recent studies demonstrate that achieve > 90% removal efficiency heavy metals such as lead cadmium, 85% adsorption capacity organic pollutants dyes phenols, 80% reduction microplastics nanoplastics. This review explores recent advancements technologies, pyrolysis, carbonization, gasification, torrefaction, rectification, along physical, chemical, biological modifications are crucial efficient pollutant removal. The core this focuses on biochar's applications wide range wastewater, detailing mechanisms pollutants, inorganic salts, pharmaceutical contaminants, microplastics, nanoplastics, volatile compounds. In addition, introduces machine learning key technique production functionality, showcasing advancing technology. conclusion provides comprehensive outlook future, emphasizing ongoing research role sustainable environmental management.

Language: Английский

Citations

0