Abstract
In this work, performance of laboratory-synthesized dolochar has been investigated for adsorption of Cd2+ ions in a large-scale process with the application of Aspen Adsorption. Moreover, the optimum values of the operating parameters (namely, flow rate, bed height, and inlet metal ion concentration) that would result into maximum amount of cadmium ion adsorption (high exhaustion capacity) in minimum time (less exhaustion time) for a fixed mass of dolochar have been calculated via the application of response surface methodology. It was found that, at optimum values of bed height (3.48 m), flow rate (76.31 m3/day), and inlet concentration (10 ppm), the optimized value of exhaustion capacity and exhaustion time for cadmium ion adsorption in dolochar packed bed is equal to 1.85 mg/g and 11.39 h, respectively. The validity of these simulation experiments can be proven by the fact that the obtained exhaustion capacity of dolochar packed bed always remained in close proximity of the experimentally obtained value of adsorption capacity of the dolochar in batch process mode (equal to 2.1 mg/g).
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Agarwal A, Upadhyay U, Sreedhar I, Singh SA, Patel CM (2020) A review on valorization of biomass in heavy metal removal from wastewater. J Water Process Eng 38:101602. https://doi.org/10.1016/j.jwpe.2020.101602
Ahmad SZN, Wan Salleh WN, Ismail AF, Yusof N, Mohd Yusop MZ, Aziz F (2020) Adsorptive removal of heavy metal ions using graphene-based nanomaterials: toxicity, roles of functional groups and mechanisms. Chemosphere
Ahmadi M, Foladivanda M, Jaafarzadeh N, Ramezani Z, Ramavandi B, Jorfi S, Kakavandi B (2017) Synthesis of chitosan zero-valent iron nanoparticles-supported for cadmium removal: characterization, optimization and modeling approach. J Water Supply Res Technol - AQUA. https://doi.org/10.2166/aqua.2017.027
Ahmed S, Unar IN, Khan HA, Maitlo G, Mahar RB, Jatoi AS, Memon AQ, Shah AK (2020) Experimental study and dynamic simulation of melanoidin adsorption from distillery effluent. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-019-07441-8
Akpomie KG, Dawodu FA (2016) Acid-modified montmorillonite for sorption of heavy metals from automobile effluent. Beni-Suef Univ J Basic Appl Sci. https://doi.org/10.1016/j.bjbas.2016.01.003
Bankole MT, Abdulkareem AS, Mohammed IA, Ochigbo SS, Tijani JO, Abubakre OK, Roos WD (2019) Selected heavy metals removal from electroplating wastewater by purified and polyhydroxylbutyrate functionalized carbon nanotubes adsorbents. Sci Rep. https://doi.org/10.1038/s41598-018-37899-4
Bonyadi Z, Kumar PS, Foroutan R, Kafaei R, Arfaeinia H, Farjadfard S, Ramavandi B (2019) Ultrasonic-assisted synthesis of Populus alba activated carbon for water defluorination: application for real wastewater. Korean J Chem Eng. https://doi.org/10.1007/s11814-019-0373-0
Cestari AR, Vieira EFS, Mota JA (2008) The removal of an anionic red dye from aqueous solutions using chitosan beads-the role of experimental factors on adsorption using a full factorial design. J Hazard Mater. https://doi.org/10.1016/j.jhazmat.2008.03.004
Esvandi Z, Foroutan R, Mirjalili M, Sorial GA, Ramavandi B (2019) Physicochemical behavior of Penaeuse semisulcatuse chitin for Pb and Cd removal from aqueous environment. J Polym Environ. https://doi.org/10.1007/s10924-018-1345-x
Esvandi Z, Foroutan R, Peighambardoust SJ, Akbari A, Ramavandi B (2020) Uptake of anionic and cationic dyes from water using natural clay and clay/starch/MnFe2O4 magnetic nanocomposite. Surfaces and Interfaces. https://doi.org/10.1016/j.surfin.2020.100754
Foroutan R, Esmaeili H, Sanati AM, Ahmadi M, Ramavandi B (2018) Adsorptive removal of Pb(II), Ni(II), and Cd(II) from aqueous media and leather wastewater using Padina sanctae-crucis biomass. Desalin Water Treat. https://doi.org/10.5004/dwt.2018.23179
Foroutan R, Mohammadi R, Farjadfard S, Esmaeili H, Saberi M, Sahebi S, Dobaradaran S, Ramavandi B (2019) Characteristics and performance of Cd, Ni, and Pb bio-adsorption using Callinectes sapidus biomass: real wastewater treatment. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-018-04108-8
Foroutan R, Mohammadi R, MousaKhanloo F, Sahebi S, Ramavandi B, Kumar PS, Vardhan KH (2020a) Performance of montmorillonite/graphene oxide/CoFe2O4 as a magnetic and recyclable nanocomposite for cleaning methyl violet dye-laden wastewater. Adv Powder Technol. https://doi.org/10.1016/j.apt.2020.08.001
Foroutan R, Mohammadi R, Peighambardoust SJ, Jalali S, Ramavandi B (2020b) Application of nano-silica particles generated from offshore white sandstone for cadmium ions elimination from aqueous media. Environ Technol Innov. https://doi.org/10.1016/j.eti.2020.101031
Foroutan R, Peighambardoust SJ, Aghdasinia H, Mohammadi R, Ramavandi B (2020c) Modification of bio-hydroxyapatite generated from waste poultry bone with MgO for purifying methyl violet-laden liquids. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-020-10330-0
Foroutan R, Mohammadi R, Ramavandi B (2021a) Waste glass catalyst for biodiesel production from waste chicken fat: optimization by RSM and ANNs and toxicity assessment. Fuel. https://doi.org/10.1016/j.fuel.2021.120151
Foroutan R, Mohammadi R, Razeghi J, Ramavandi B (2021b) Biodiesel production from edible oils using algal biochar/CaO/K2CO3 as a heterogeneous and recyclable catalyst. Renew Energy. https://doi.org/10.1016/j.renene.2020.12.094
Foroutan R, Peighambardoust SJ, Ahmadi A, Akbari A, Farjadfard S, Ramavandi B (2021c) Adsorption mercury, cobalt, and nickel with a reclaimable and magnetic composite of hydroxyapatite/Fe3O4/polydopamine. J Environ Chem Eng. https://doi.org/10.1016/j.jece.2021.105709
Foroutan R, Peighambardoust SJ, Hemmati S, Ahmadi A, Falletta E, Ramavandi B, Bianchi CL (2021d) Zn2+removal from the aqueous environment using a polydopamine/hydroxyapatite/Fe3O4magnetic composite under ultrasonic waves. RSC Adv 11:27309–27321. https://doi.org/10.1039/d1ra04583k
Foroutan R, Peighambardoust SJ, Hosseini SS, Akbari A, Ramavandi B (2021e) Hydroxyapatite biomaterial production from chicken (femur and beak) and fishbone waste through a chemical less method for Cd2+ removal from shipbuilding wastewater. J Hazard Mater. https://doi.org/10.1016/j.jhazmat.2021.125428
Fu W, Ji G, Chen H, Yang S, Guo B, Yang H, Huang Z (2020) Molybdenum sulphide modified chelating resin for toxic metal adsorption from acid mine wastewater. Sep Purif Technol. https://doi.org/10.1016/j.seppur.2020.117407
Hernández-Hernández LE, Bonilla-Petriciolet A, Mendoza-Castillo DI, Reynel-Ávila HE (2017) Antagonistic binary adsorption of heavy metals using stratified bone char columns. J Mol Liq. https://doi.org/10.1016/j.molliq.2017.05.148
Jaafari J, Yaghmaeian K (2019) Optimization of heavy metal biosorption onto freshwater algae (Chlorella coloniales) using response surface methodology (RSM). Chemosphere. https://doi.org/10.1016/j.chemosphere.2018.10.205
Jiryaei Sharahi F, Shahbazi A (2017) Melamine-based dendrimer amine-modified magnetic nanoparticles as an efficient Pb(II) adsorbent for wastewater treatment: adsorption optimization by response surface methodology. Chemosphere. https://doi.org/10.1016/j.chemosphere.2017.09.050
Kavand M, Fakoor E, Mahzoon S, Soleimani M (2018) An improved film–pore–surface diffusion model in the fixed-bed column adsorption for heavy metal ions: single and multi-component systems. Process Saf Environ Prot. https://doi.org/10.1016/j.psep.2017.11.009
Kavitha E, Sowmya A, Prabhakar S, Jain P, Surya R, Rajesh MP (2019) Removal and recovery of heavy metals through size enhanced ultrafiltration using chitosan derivatives and optimization with response surface modeling. Int J Biol Macromol. https://doi.org/10.1016/j.ijbiomac.2019.03.128
Liao J, Huang H (2019) Magnetic chitin hydrogels prepared from Hericium erinaceus residues with tunable characteristics: a novel biosorbent for Cu2+ removal. Carbohydr Polym 220:191–201. https://doi.org/10.1016/j.carbpol.2019.05.074
Lingamdinne LP, Koduru JR, Chang YY, Karri RR (2018) Process optimization and adsorption modeling of Pb(II) on nickel ferrite-reduced graphene oxide nano-composite. J Mol Liq. https://doi.org/10.1016/j.molliq.2017.11.174
Oden MK, Sari-Erkan H (2018) Treatment of metal plating wastewater using iron electrode by electrocoagulation process: optimization and process performance. Process Saf Environ Prot. https://doi.org/10.1016/j.psep.2018.08.001
Ogata F, Nagai N, Itami R, Nakamura T, Kawasaki N (2020) Potential of virgin and calcined wheat bran biomass for the removal of chromium(VI) ion from a synthetic aqueous solution. J Environ Chem Eng 8:103710. https://doi.org/10.1016/j.jece.2020.103710
Panda L, Das B, Rao DS, Mishra BK (2011) Application of dolochar in the removal of cadmium and hexavalent chromium ions from aqueous solutions. J Hazard Mater. https://doi.org/10.1016/j.jhazmat.2011.05.098
Panda H, Tiadi N, Mohanty M, Mohanty CR (2017) Studies on adsorption behavior of an industrial waste for removal of chromium from aqueous solution. South African J Chem Eng. https://doi.org/10.1016/j.sajce.2017.05.002
Panda H, Sahoo S, Tiadi N, Dash RR, Mohanty CR (2014) Sorption of hexavalent chromium from synthetic waste water using dolochar. Recent Res Sci Technol
Peighambardoust SJ, Foroutan R, Peighambardoust SH, Khatooni H, Ramavandi B (2021) Decoration of Citrus limon wood carbon with Fe3O4 to enhanced Cd2+ removal: a reclaimable and magnetic nanocomposite. Chemosphere. https://doi.org/10.1016/j.chemosphere.2021.131088
Popovic AL, Rusmirovic JD, Velickovic Z, Kovacevic T, Jovanovic A, Cvijetic I, Marinkovic AD (2020) Kinetics and column adsorption study of diclofenac and heavy-metal ions removal by amino-functionalized lignin microspheres. J Ind Eng Chem. https://doi.org/10.1016/j.jiec.2020.10.006
Rout PR, Bhunia P, Dash RR (2015) Effective utilization of a sponge iron industry by-product for phosphate removal from aqueous solution: a statistical and kinetic modelling approach. J Taiwan Inst Chem Eng. https://doi.org/10.1016/j.jtice.2014.09.006
Sarin V, Singh TS, Pant KK (2006) Thermodynamic and breakthrough column studies for the selective sorption of chromium from industrial effluent on activated eucalyptus bark. Bioresour Technol. https://doi.org/10.1016/j.biortech.2005.10.001
Shafiee M, Foroutan R, Fouladi K, Ahmadlouydarab M, Ramavandi B, Sahebi S (2019) Application of oak powder/Fe 3 O 4 magnetic composite in toxic metals removal from aqueous solutions. Adv Powder Technol. https://doi.org/10.1016/j.apt.2018.12.006
Simate GS, Ndlovu S (2015) The removal of heavy metals in a packed bed column using immobilized cassava peel waste biomass. J Ind Eng Chem. https://doi.org/10.1016/j.jiec.2014.03.031
Slater MJ (1991) Calculation of the performance of fixed beds. In: Principles of ion exchange technology
Upadhyay U, Sreedhar I, Singh SA, Patel CM, Anitha KL (2020) Recent advances in heavy metal removal by chitosan based adsorbents. Carbohydr Polym 117000
Wang J, Chen C (2014) Chitosan-based biosorbents: modification and application for biosorption of heavy metals and radionuclides. Bioresour Technol. https://doi.org/10.1016/j.biortech.2013.12.110
Witek-Krowiak A, Chojnacka K, Podstawczyk D, Dawiec A, Pokomeda K (2014) Application of response surface methodology and artificial neural network methods in modelling and optimization of biosorption process. Bioresour Technol. https://doi.org/10.1016/j.biortech.2014.01.021
Xu L, Xu X, Cao G, Liu S, Duan Z, Song S, Song M, Zhang M (2018) Optimization and assessment of Fe–electrocoagulation for the removal of potentially toxic metals from real smelting wastewater. J Environ Manage. https://doi.org/10.1016/j.jenvman.2018.04.049
Zaferani SPG, Emami MRS, Amiri MK, Binaeian E (2019) Optimization of the removal Pb (II) and its Gibbs free energy by thiosemicarbazide modified chitosan using RSM and ANN modeling. Int J Biol Macromol. https://doi.org/10.1016/j.ijbiomac.2019.07.208
Zhang L, Zeng Y, Cheng Z (2016) Removal of heavy metal ions using chitosan and modified chitosan: a review. J Mol Liq 214:175–191. https://doi.org/10.1016/j.molliq.2015.12.013
Zhang YP, Adi VSK, Huang HL, Lin HP, Huang ZH (2019) Adsorption of metal ions with biochars derived from biomass wastes in a fixed column: adsorption isotherm and process simulation. J Ind Eng Chem. https://doi.org/10.1016/j.jiec.2019.03.046
Zinatizadeh AAL, Mohamed AR, Abdullah AZ, Mashitah MD, Hasnain Isa M, Najafpour GD (2006) Process modeling and analysis of palm oil mill effluent treatment in an up-flow anaerobic sludge fixed film bioreactor using response surface methodology (RSM). Water Res. https://doi.org/10.1016/j.watres.2006.07.005
Zulfadhly Z, Mashitah MD, Bhatia S (2001) Heavy metals removal in fixed-bed column by the macro fungus Pycnoporus sanguineus. Environ Pollut. https://doi.org/10.1016/S0269-7491(00)00136-6
Acknowledgements
The authors would like to thank BITS Pilani Hyderabad Campus and HBL Power Systems for facilitating this project. To be presented in the International Chemical Engineering Conference on “100 Glorious Years of Chemical Engineering & Technology” from September 17 to 19, 2021, organized by Department of Chemical Engineering at Dr. B R Ambedkar NIT Jalandhar, Punjab, India (organizing chairman: Dr. Raj Kumar Arya and organizing secretary: Dr. Anurag Kumar Tiwari).
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This study received funding from CSIR under the scheme 22(0783)/19/EMR-II (recipient: I. Sreedhar).
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UU: simulation studies and drafting.
SG: experimental validation.
AA: adsorbent synthesis.
IS: project mentoring and monitoring.
KLA: characterization of effluent.
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Upadhyay, U., Gupta, S., Agarwal, A. et al. Adsorptive removal of Cd2+ ions using dolochar at an industrial-scale process optimization by response surface methodology. Environ Sci Pollut Res 30, 8403–8415 (2023). https://doi.org/10.1007/s11356-021-17216-9
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DOI: https://doi.org/10.1007/s11356-021-17216-9