Efficient adsorption of methylene blue (MB) on WO3/TiO2 nanocomposite adsorbent: Process optimization, isotherm and kinetic modelling, and thermodynamic analysis

Methylene blue (MB) has become a threat to the environment despite being a suitable dye in textile industries. The WO 3 /TiO 2 composite adsorbent was synthesized through the impregnation method and annealed at 200°C for 2 h, where WO 3 remained amorphous on TiO 2 . Composite was characterized by XRD, ATR and Zeta potential. The composition of WO 3 /TiO 2 was optimized at 3 mol%WO 3 , demonstrating maximum adsorption activity compared to TiO 2 . Zeta potential of WO 3 /TiO 2 was estimated to be −10.41 mV. With this composition, ∼72% MB removal was achieved after 60 min of contact in dark at optimized pH 6. Isotherm studies indicated that adsorption followed multilayer physisorption, consistent with Freundlich model (R 2 =0.997, RSS=2.9051 ×10 −4 ). The Langmuir model (R 2 =0.978, RSS=0.0104) revealed a 22.51 mg/g monolayer capacity at 298 K, confirming chemisorption, while the Temkin constant [B (heat of sorption) = 5.06398 J/mol] supported the coexistence of both mechanisms. Kinetic studies indicated that the process followed the pseudo-first order kinetic (PFO) (R 2 =0.9991, RSS=0.00223) model, supported by chi-square (χ 2 =0.232) and Sum of Squares Error ( SSE =2.7889) test results. Thermodynamic analysis revealed an endothermic process, with negative ΔG°(-0.2108 kJ/mol) and positive ΔH° (6.014 kJ/mol) values, and the positive ΔS° (0.0207 kJ/mol K) suggested strong affinity and randomness between MB and WO 3 /TiO 2 . The activation energy (E a =3.72 kJ/mol) confirmed physisorption as the dominant mechanism. Efficient adsorption behavior demonstrated by the WO 3 /TiO 2 was attributed to amorphous WO 3 , surface -OH groups, and electrostatic interactions between the WO 3 /TiO 2 and MB. Intraparticle diffusion (IPD) and Boyd plots did not pass through the origin, implied film diffusion was the dominant rate-controlling step, while IPD also contributed to adsorption process. A detailed adsorption mechanism was proposed.

Authors

Institutions

Publication Details

Journal
Next Materials
Published
2026-07-30
DOI
https://doi.org/10.1016/j.nxmate.2026.102943
Primary Topic
Adsorption and biosorption for pollutant removal
Type
article
Field-Weighted Citation Impact
0.00

Funders

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

Efficient adsorption of methylene blue (MB) on WO3/TiO2 nanocomposite adsorbent: Process optimization, isotherm and kinetic modelling, and thermodynamic analysis

Sumon Ganguli, Chakraborty Ak, Jamshed Nawaj Mohshin, Habiba Yasmin et al.
Next Materials
Adsorption and biosorption for pollutant removal
article

Efficient adsorption of methylene blue (MB) on WO3/TiO2 nanocomposite adsorbent: Process optimization, isotherm and kinetic modelling, and thermodynamic analysis

Sumon Ganguli, Chakraborty Ak, Jamshed Nawaj Mohshin, Habiba Yasmin, Kazi Laila, Himel Mondal
article en

Abstract

Methylene blue (MB) has become a threat to the environment despite being a suitable dye in textile industries. The WO 3 /TiO 2 composite adsorbent was synthesized through the impregnation method and annealed at 200°C for 2 h, where WO 3 remained amorphous on TiO 2 . Composite was characterized by XRD, ATR and Zeta potential. The composition of WO 3 /TiO 2 was optimized at 3 mol%WO 3 , demonstrating maximum adsorption activity compared to TiO 2 . Zeta potential of WO 3 /TiO 2 was estimated to be −10.41 mV. With this composition, ∼72% MB removal was achieved after 60 min of contact in dark at optimized pH 6. Isotherm studies indicated that adsorption followed multilayer physisorption, consistent with Freundlich model (R 2 =0.997, RSS=2.9051 ×10 −4 ). The Langmuir model (R 2 =0.978, RSS=0.0104) revealed a 22.51 mg/g monolayer capacity at 298 K, confirming chemisorption, while the Temkin constant [B (heat of sorption) = 5.06398 J/mol] supported the coexistence of both mechanisms. Kinetic studies indicated that the process followed the pseudo-first order kinetic (PFO) (R 2 =0.9991, RSS=0.00223) model, supported by chi-square (χ 2 =0.232) and Sum of Squares Error ( SSE =2.7889) test results. Thermodynamic analysis revealed an endothermic process, with negative ΔG°(-0.2108 kJ/mol) and positive ΔH° (6.014 kJ/mol) values, and the positive ΔS° (0.0207 kJ/mol K) suggested strong affinity and randomness between MB and WO 3 /TiO 2 . The activation energy (E a =3.72 kJ/mol) confirmed physisorption as the dominant mechanism. Efficient adsorption behavior demonstrated by the WO 3 /TiO 2 was attributed to amorphous WO 3 , surface -OH groups, and electrostatic interactions between the WO 3 /TiO 2 and MB. Intraparticle diffusion (IPD) and Boyd plots did not pass through the origin, implied film diffusion was the dominant rate-controlling step, while IPD also contributed to adsorption process. A detailed adsorption mechanism was proposed.

Next MaterialsVol. 13
Islamic University (BD), University of Chittagong (BD)
University Grants Commission of Bangladesh
Openalex Percentile: Top 18%
Adsorption and biosorption for pollutant removal
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.