title: Experimental and theoretical approaches for Cd(II) biosorption from aqueous solution using Oryza sativa biomass.
abstract: Biomass of Oryza sativa (OS) was tested for the removal of Cd(II) ions from synthetic and real wastewater samples. Batch experiments were conducted to investigate the effects of operating parameters on Cd(II) biosorption. Fourier transform infrared spectroscopy, scanning electron microscopy, and energy-dispersive x-ray spectroscopy were used to examine the surface characteristics of the Cd(II)-loaded biomass. The maximum removal efficiency of Cd(II) was 89.4% at optimum pH 6.0, biosorbent dose 10.0 g L(-1), initial Cd(II) 50 mg L(-1), and biosorbent particle size 0.5 mm. The applicability of Langmuir and Freundlich isotherms to the sorbent system implied the existence of both monolayer and heterogeneous surface conditions. Kinetic studies revealed that the adsorption process of Cd(II) followed the pseudo-second-order model (r2: 0.99). On the theoretical side, an adaptive neuro-fuzzy inference system (ANFIS) was applied to select the operating parameter that mostly influences the Cd(II) biosorption process. Results from ANFIS indicated that pH was the most influential parameter affecting Cd(II) removal efficiency, indicating that the biomass of OS was strongly pH sensitive. Finally, the biomass was confirmed to adsorb Cd(II) from real wastewater samples with removal efficiency close to 100%. However, feasibility studies of such systems on a large-scale application remain to be investigated.
authors.affiliation: a Department of Environmental Sciences , Faculty of Science, Alexandria University , Alexandria , Egypt.
authors.forename: Manal
authors.initials: M
authors.lastname: Fawzy
authors.affiliation: b Department of Sanitary Engineering , Faculty of Engineering, Alexandria University , Alexandria , Egypt.
authors.forename: Mahmoud
authors.initials: M
authors.lastname: Nasr
authors.affiliation: c Department of Environmental Studies , Institute of Graduate Studies and Research, Alexandria University , Alexandria , Egypt.
authors.forename: Shacker
authors.initials: S
authors.lastname: Helmi
authors.affiliation: c Department of Environmental Studies , Institute of Graduate Studies and Research, Alexandria University , Alexandria , Egypt.
authors.forename: Heba
authors.initials: H
authors.lastname: Nagy
mesh_terms: D000327:Adsorption; D018533:Biomass; D002104:Cadmium / Q000737:chemistry / Q000378:metabolism*; D006863:Hydrogen-Ion Concentration; D007700:Kinetics; D008855:Microscopy, Electron, Scanning; D012275:Oryza / Q000378:metabolism*; D010316:Particle Size; D013052:Spectrometry, X-Ray Emission; D017550:Spectroscopy, Fourier Transform Infrared; D062065:Wastewater / Q000032:analysis*; D014874:Water Pollutants, Chemical / Q000737:chemistry / Q000378:metabolism*
chemical_list: D002104:Cadmium; D062065:Wastewater; D014874:Water Pollutants, Chemical
keywords: Artificial modeling; Cd(II) biosorption; synthetic and real wastewater