Literature DB >> 35858932

ANN-GA based biosorption of As(III) from water through chemo-tailored and iron impregnated fungal biofilter system.

A Tripathi1, M R Ranjan2, D K Verma3, Y Singh3, S K Shukla4, Vishnu D Rajput5, Tatiana Minkina5, P K Mishra6, M C Garg2.   

Abstract

The iron impregnated fungal bio-filter (IIFB) discs of luffa sponge containing Phanerochaete chrysosporium mycelia have been used for the removal of As(III) from water. Two different forms of same biomass viz. free fungal biomass (FFB) and modified free fungal biomass (chemically modified and iron impregnated; CFB and IIFB) have been simultaneously investigated to compare the performance of immobilization, chemo-tailoring and iron impregnation for remediation of As(III). IIFB showed highest uptake capacity and percentage removal of As(III), 1.32 mg/g and 92.4% respectively among FFB, CFB and IIFB. Further, the application of RSM and ANN-GA based mathematical model showed a substantial increase in removal i.e. 99.2% of As(III) was filtered out from water at optimised conditions i.e. biomass dose 0.72 g/L, pH 7.31, temperature 42 °C, and initial As(III) concentration 1.1 mg/L. Isotherm, kinetic and thermodynamic studies proved that the process followed monolayer sorption pattern in spontaneous and endothermic way through pseudo-second order kinetic pathway. Continuous mode of As(III) removal in IIFB packed bed bioreactor, revealed increased removal of As(III) from 76.40 to 88.23% with increased column height from 5 to 25 cm whereas the removal decreased from 88.23 to 69.45% while increasing flow rate from 1.66 to 8.30 mL/min. Moreover, the IIFB discs was regenerated by using 10% NaOH as eluting agent and evaluated for As(III) removal for four sorption-desorption cycles, showing slight decrease of their efficiency by 1-2%. SEM-EDX, pHzpc, and FTIR analysis, revealed the involvement of hydroxyl and amino surface groups following a non-electrostatic legend exchange sorption mechanism during removal of As(III).
© 2022. The Author(s).

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Year:  2022        PMID: 35858932      PMCID: PMC9300712          DOI: 10.1038/s41598-022-14802-w

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.996


  7 in total

1.  Biosorption of copper, cobalt and nickel by marine green alga Ulva reticulata in a packed column.

Authors:  K Vijayaraghavan; J Jegan; K Palanivelu; M Velan
Journal:  Chemosphere       Date:  2005-01-28       Impact factor: 7.086

2.  Which is better for optimizing the biosorption process of lead - central composite design or the Taguchi technique?

Authors:  Ali Azari; Alireza Mesdaghinia; Ghader Ghanizadeh; Hossein Masoumbeigi; Meghdad Pirsaheb; Hamid Reza Ghafari; Touba Khosravi; Kiomars Sharafi
Journal:  Water Sci Technol       Date:  2016-09       Impact factor: 1.915

Review 3.  The improved methods of heavy metals removal by biosorbents: A review.

Authors:  Huaqing Qin; Tianjue Hu; Yunbo Zhai; Ningqin Lu; Jamila Aliyeva
Journal:  Environ Pollut       Date:  2019-12-13       Impact factor: 8.071

4.  Degradation of dimethyl phthalate using persulfate activated by UV and ferrous ions: optimizing operational parameters mechanism and pathway.

Authors:  Mojtaba Yegane Badi; Ali Esrafili; Hasan Pasalari; Roshanak Rezaei Kalantary; Ehsan Ahmadi; Mitra Gholami; Ali Azari
Journal:  J Environ Health Sci Eng       Date:  2019-07-12

5.  Modelling and Optimizing Pyrene Removal from the Soil by Phytoremediation using Response Surface Methodology, Artificial Neural Networks, and Genetic Algorithm.

Authors:  Farzaneh Mohammadi; Mohammad Reza Samaei; Abooalfazl Azhdarpoor; Hakimeh Teiri; Ahmad Badeenezhad; Saeid Rostami
Journal:  Chemosphere       Date:  2019-07-30       Impact factor: 7.086

6.  Statistical and evolutionary optimization for enhanced production of an antileukemic enzyme, L-asparaginase, in a protease-deficient Bacillus aryabhattai ITBHU02 isolated from the soil contaminated with hospital waste.

Authors:  Yogendra Singh; S K Srivastav
Journal:  Indian J Exp Biol       Date:  2013-04       Impact factor: 0.818

7.  Sustainable Low-Concentration Arsenite [As(III)] Removal in Single and Multicomponent Systems Using Hybrid Iron Oxide-Biochar Nanocomposite Adsorbents-A Mechanistic Study.

Authors:  Prachi Singh; Ankur Sarswat; Charles U Pittman; Todd Mlsna; Dinesh Mohan
Journal:  ACS Omega       Date:  2020-02-06
  7 in total

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