Cross-linked magnetic chitosan/activated biochar for removal of emerging micropollutants from water: Optimization by the artificial neural network

• Main Authors: Gholami, A. (Author), Kazeroon, R.A (Author), Mojiri, A. (Author)
• Format: Article
• Language: English
• Published: MDPI AG 2019
• Subjects: adsorption; Adsorption; Adsorption isotherms; Adsorption-desorption cycles; aqueous solution; artificial neural network; Bio chars; biochar; Chitosan; concentration (composition); Cross-linked magnetic chitosans; desorption; Desorption; Diclofenac; drug; Environmental compartment; Ibuprofen; Langmuir and Freundlich isotherms; Magnetic biochar; Magnetism; Mean square error; Naproxen; Naproxens; Neural networks; pH; pollutant removal; polysaccharide; water treatment
• Online Access: View Fulltext in Publisher; View in Scopus
• ISBN: 20734441 (ISSN)
• ISSN: 20734441 (ISSN)
• DOI: 10.3390/w11030551

One of the most important types of emerging micropollutants is the pharmaceutical micropollutant. Pharmaceutical micropollutants are usually identified in several environmental compartments, so the removal of pharmaceutical micropollutants is a global concern. This study aimed to remove diclofenac (DCF), ibuprofen (IBP), and naproxen (NPX) from the aqueous solution via cross-linked magnetic chitosan/activated biochar (CMCAB). Two independent factors-pH (4-8) and a concentration of emerging micropollutants (0.5-3 mg/L)-were monitored in this study. Adsorbent dosage (g/L) and adsorption time (h) were fixed at 1.6 and 1.5, respectively, based on the results of preliminary experiments. At a pH of 6.0 and an initial micropollutant (MP) concentration of 2.5 mg/L, 2.41 mg/L (96.4%) of DCF, 2.47 mg/L (98.8%) of IBP, and 2.38 mg/L (95.2%) of NPX were removed. Optimization was done by an artificial neural network (ANN), which proved to be reasonable at optimizing emerging micropollutant elimination by CMCAB as indicated by the high R2 values and reasonable mean square errors (MSE). Adsorption isotherm studies indicated that both Langmuir and Freundlich isotherms were able to explain micropollutant adsorption by CMCAB. Finally, desorption tests proved that cross-linked magnetic chitosan/activated biochar might be employed for at least eight adsorption-desorption cycles. © 2019 by the authors.