Enhanced degradation of textile wastewater by activated carbon–assisted Fenton oxidation: economic analysis and ANN-based optimization

Abstract This study aims to improve the removal organic contaminants from biologically pre-treated textile wastewater using activated carbon (AC)–assisted Fenton oxidation. The optimum conditions for Fenton process were found to be pH 3.0, 2 mM Fe 2+ and 10 mM H 2 O 2 . Reed activated carbon (RAC), produced from Phragmites australis , and commercial activated carbon (CAC) were used to enhance Fenton process under optimized conditions. Different doses and reaction times of RAC and CAC were tested to improve chemical oxygen demand (COD) and colour removal. The results showed that COD removal was 64% within the first 10 min, in the Fenton process. When RAC and CAC were added (2 g/L), COD removal increased to 83% and 88%, respectively. Colour removal was nearly complete at 436, 525, and 620 nm for both AC types. The total operational costs for textile wastewater treatment were calculated as 0.660 USD/m 3 for Fenton process, 4.160 USD/m 3 for CAC-assisted Fenton process, and 2.950 USD/m 3 for RAC-assisted Fenton process. Additionally, artificial neural networks (ANNs) results demonstrated the success of the RAC and CAC-assisted Fenton systems, with determination coefficients ( R 2 ) of 0.9503 and 0.9440, respectively. In this context, high R 2 values indicate that the model predicts the results of the RAC and CAC-assisted Fenton systems well and demonstrates the high efficiency of these systems. Graphical Abstract

Authors

Institutions

Publication Details

Journal
Biomass Conversion and Biorefinery
Published
2025-02-06
DOI
https://doi.org/10.1007/s13399-025-06599-1
Citations
9
Primary Topic
Advanced oxidation water treatment
Type
article
Field-Weighted Citation Impact
7.35

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Enhanced degradation of textile wastewater by activated carbon–assisted Fenton oxidation: economic analysis and ANN-based optimization

Ayşe Kuleyin, Handan Atalay Eroğlu, Feryal Akbal, Hacer Öztürk et al.
9 citations
Biomass Conversion and Biorefinery
Advanced oxidation water treatment
7.35
article

Enhanced degradation of textile wastewater by activated carbon–assisted Fenton oxidation: economic analysis and ANN-based optimization

Ayşe Kuleyin, Handan Atalay Eroğlu, Feryal Akbal, Hacer Öztürk, Elif Nihan Kadıoğlu
article en
9 citations

Abstract

Abstract This study aims to improve the removal organic contaminants from biologically pre-treated textile wastewater using activated carbon (AC)–assisted Fenton oxidation. The optimum conditions for Fenton process were found to be pH 3.0, 2 mM Fe 2+ and 10 mM H 2 O 2 . Reed activated carbon (RAC), produced from Phragmites australis , and commercial activated carbon (CAC) were used to enhance Fenton process under optimized conditions. Different doses and reaction times of RAC and CAC were tested to improve chemical oxygen demand (COD) and colour removal. The results showed that COD removal was 64% within the first 10 min, in the Fenton process. When RAC and CAC were added (2 g/L), COD removal increased to 83% and 88%, respectively. Colour removal was nearly complete at 436, 525, and 620 nm for both AC types. The total operational costs for textile wastewater treatment were calculated as 0.660 USD/m 3 for Fenton process, 4.160 USD/m 3 for CAC-assisted Fenton process, and 2.950 USD/m 3 for RAC-assisted Fenton process. Additionally, artificial neural networks (ANNs) results demonstrated the success of the RAC and CAC-assisted Fenton systems, with determination coefficients ( R 2 ) of 0.9503 and 0.9440, respectively. In this context, high R 2 values indicate that the model predicts the results of the RAC and CAC-assisted Fenton systems well and demonstrates the high efficiency of these systems. Graphical Abstract

Biomass Conversion and BiorefineryVol. 15(11)
Ondokuz Mayıs University (TR)
Türkiye Bilimsel ve Teknolojik Araştırma Kurumu
Openalex Percentile: Top 3%
Advanced oxidation water treatment
7.35
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Enhanced degradation of textile wastewater by activated carbon–assisted Fenton oxidation: economic analysis and ANN-based optimization — Ayşe Kuleyin, Handan Atalay Eroğlu, et al. · Biomass Conversion and Biorefinery (2025) | TGRS Research Map | TGRS