Abstract
The objective of this work was to characterize the produced activated carbons based on Phoenix dactylifera rachis (date palm rachis: RP) using steam with different burn-off values (45, 55, and 65%), and then use those carbons to eliminate BEZAKTIV Red S-MAX (RS), a commercial textile dye. The characterization of the carbons was carried out by analyzing N2 adsorption–desorption, SEM, FTIR, TGA/SM, Boehm titration, and pHPZC. The specific surface area S2D-NLDFT was 500, 646, and 507 m2/g for the activated carbons PRAC45, PRAC55, and PRAC65, respectively. The Box–Behnken design (BBD) of experiments was applied to determine the influence of burn-off (A), initial concentration (B), and pH of the solution (C) for the RS dye elimination from the aqueous system. The significant interactions between the factors were AB and BC with p-value < 0.05. The RS dye adsorption experiments were examined by applying the kinetic and isotherm models and by studying temperature and pH effect. It was found that the RS adsorption followed the pseudo-second-order (R2 > 0.99) and the removal data were well fitted to the Langmuir isotherm model. The Langmuir maximum adsorption capacity Qm of RS dye was 198 mg/g for PRAC55. The regeneration of the carbons using thermal treatment was tested, and it revealed that the specific surface area S2D-NLDFT and the RS adsorption capacity Qm increased after the regeneration to 965 m2/g and 56.3 mg/g, respectively, for PRAC55. The Phoenix dactylifera rachis adsorbents could eliminate industrial wastewater (IW) which contains BEZAKTIV dyes with an adsorption rate superior to 55%.
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References
Hamidi F, Dehghani MH, Kasraee M et al (2022) Acid red 18 removal from aqueous solution by nanocrystalline granular ferric hydroxide (GFH); optimization by response surface methodology & genetic-algorithm. Sci Rep 12:1–15
Acisli O, Khataee A, Karaca S, Sheydaei M (2016) Modification of nanosized natural montmorillonite for ultrasound-enhanced adsorption of Acid Red 17. Ultrason Sonochem 31:116–121
Ashrafi SD, Rezaei S, Forootanfar H et al (2013) The enzymatic decolorization and detoxification of synthetic dyes by the laccase from a soil-isolated ascomycete, Paraconiothyrium variabile. Int Biodeterior Biodegradation 85:173–181
Kant R (2012) Textile dyeing industry an environmental hazard. J Nat Sci 4(1):22–26
Moyo S, Makhanya BP, Zwane PE (2022) Use of bacterial isolates in the treatment of textile dye wastewater: A review. Heliyon e09632
Tony BD, Goyal D, Khanna S (2009) Decolorization of textile azo dyes by aerobic bacterial consortium. Int Biodeterior Biodegradation 63:462–469
Haghighi M, Rahmani F, Dehghani R et al (2016) Photo-catalytic activity of ZnO supported on H-ZSM-5 zeolite to reduce Cr (VI) from aqueous solutions. Int Arch Heal Sci 3:1–6
Stylianou S, Simeonidis K, Mitrakas M et al (2018) Reductive precipitation and removal of Cr (VI) from groundwaters by pipe flocculation-microfiltration. Environ Sci Pollut Res 25:12256–12262
Mukherjee R, Bhunia P, De S (2019) Long term filtration modelling and scaling up of mixed matrix ultrafiltration hollow fiber membrane: a case study of chromium (VI) removal. J Memb Sci 570:204–214
Barbosa PFP, Cumba LR, Andrade RDA, do Carmo DR (2019) Chemical modifications of cyclodextrin and chitosan for biological and environmental applications: metals and organic pollutants adsorption and removal. J Polym Environ 27:1352–1366
Homan NP, Green PG, Young TM (2018) Evaluating ferrous chloride for removal of chromium from ion-exchange waste brines. J Am Water Work Assoc 110:E43–E54
Vilela PB, Dalalibera A, Duminelli EC et al (2019) Adsorption and removal of chromium (VI) contained in aqueous solutions using a chitosan-based hydrogel. Environ Sci Pollut Res 26:28481–28489
Li H, Gao P, Cui J et al (2018) Preparation and Cr (VI) removal performance of corncob activated carbon. Environ Sci Pollut Res 25:20743–20755
Ren L, Xu J, Zhang Y et al (2019) Preparation and characterization of porous chitosan microspheres and adsorption performance for hexavalent chromium. Int J Biol Macromol 135:898–906
Borna MO, Pirsaheb M, Niri MV et al (2016) Batch and column studies for the adsorption of chromium (VI) on low-cost Hibiscus Cannabinus kenaf, a green adsorbent. J Taiwan Inst Chem Eng 68:80–89
Seidmohammadi A, Asgari G, Dargahi A et al (2019) A comparative study for the removal of methylene blue dye from aqueous solution by novel activated carbon based adsorbents. Prog Color Color Coatings 12:133–144
Cazetta AL, Vargas AMM, Nogami EM et al (2011) NaOH-activated carbon of high surface area produced from coconut shell: kinetics and equilibrium studies from the methylene blue adsorption. Chem Eng J 174:117–125
Kecira Z, Benturki O, Benturki A et al (2020) High adsorption capacity of nitrobenzene from aqueous solution using activated carbons prepared from vegetable waste. Environ Prog Sustain Energy 39:e13463
Mokhati A, Benturki O, Benturki A et al (2022) Conversion of argan nutshells into novel porous carbons in the scope of circular economy: adsorption performance of emerging contaminants. Appl Sci 12. https://doi.org/10.3390/app12157607
Zhou J, Luo A, Zhao Y (2018) Preparation and characterisation of activated carbon from waste tea by physical activation using steam. J Air Waste Manage Assoc 68:1269–1277
Pallarés J, González-Cencerrado A, Arauzo I (2018) Production and characterization of activated carbon from barley straw by physical activation with carbon dioxide and steam. Biomass Bioenerg 115:64–73
Muniandy L, Adam F, Mohamed AR, Ng E-P (2014) The synthesis and characterization of high purity mixed microporous/mesoporous activated carbon from rice husk using chemical activation with NaOH and KOH. Microporous Mesoporous Mater 197:316–323
Kumar A, Jena HM (2017) Adsorption of Cr (VI) from aqueous solution by prepared high surface area activated carbon from Fox nutshell by chemical activation with H3PO4. J Environ Chem Eng 5:2032–2041
Chen Y-D, Chen W-Q, Huang B, Huang M-J (2013) Process optimization of K2C2O4-activated carbon from kenaf core using Box-Behnken design. Chem Eng Res Des 91:1783–1789
Mai NT, Nguyen MN, Tsubota T et al (2021) Evolution of physico-chemical properties of Dicranopteris linearis-derived activated carbon under various physical activation atmospheres. Sci Rep 11:1–9
Laginhas C, Nabais JMV, Titirici MM (2016) Activated carbons with high nitrogen content by a combination of hydrothermal carbonization with activation. Microporous Mesoporous Mater 226:125–132
Daoud M, Benturki O, Kecira Z et al (2017) Removal of reactive dye (BEZAKTIV Red S-MAX) from aqueous solution by adsorption onto activated carbons prepared from date palm rachis and jujube stones. J Mol Liq 243. https://doi.org/10.1016/j.molliq.2017.08.093
Daoud M, Benturki O, Girods P et al (2019) Adsorption ability of activated carbons from Phoenix dactylifera rachis and Ziziphus jujube stones for the removal of commercial dye and the treatment of dyestuff wastewater. Microchem J 148. https://doi.org/10.1016/j.microc.2019.05.022
Daoud M, Benturki O, Fontana S et al (2019) Energy and matter balance of process of activated carbon production from Algerian agricultural wastes: date palm rachis and jujube stones. Biomass Convers Biorefin. https://doi.org/10.1007/s13399-019-00543-w
Daoud M, Benturki O, Kecira Z et al (2022) The effect of steam on the physicochemical properties of activated carbons based on Ziziphus jujube stones for reactive dye removal. Biomass Convers Biorefin 1–14
Burg P, Vix-Guterl C (2005) Importance de la chimie de surface des matériaux carbonés. Actual Chim 91–94
Figueiredo JL, Pereira MFR, Freitas MMA, Orfao JJM (1999) Modification of the surface chemistry of activated carbons. Carbon N Y 37:1379–1389
Contescu A, Contescu C, Putyera K, Schwarz JA (1997) Surface acidity of carbons characterized by their continuous pK distribution and Boehm titration. Carbon N Y 35:83–94
de Souza TNV, de Carvalho SML, Vieira MGA et al (2018) Adsorption of basic dyes onto activated carbon: experimental and theoretical investigation of chemical reactivity of basic dyes using DFT-based descriptors. Appl Surf Sci 448:662–670
Van Tran T, Nguyen H, Le PHA et al (2020) Microwave-assisted solvothermal fabrication of hybrid zeolitic–imidazolate framework (ZIF-8) for optimizing dyes adsorption efficiency using response surface methodology. J Environ Chem Eng 8:104189
Rocha LS, Sousa ÉML, Gil MV et al (2021) Producing magnetic nanocomposites from paper sludge for the adsorptive removal of pharmaceuticals from water—a fractional factorial design. Nanomaterials 11:287
Egbosiuba TC, Abdulkareem AS, Tijani JO et al (2021) Taguchi optimization design of diameter-controlled synthesis of multi walled carbon nanotubes for the adsorption of Pb (II) and Ni (II) from chemical industry wastewater. Chemosphere 266:128937
de Luna MDG, Sablas MM, Hung C-M et al (2020) Modeling and optimization of imidacloprid degradation by catalytic percarbonate oxidation using artificial neural network and Box-Behnken experimental design. Chemosphere 251:126254
Chaker H, Ameur N, Saidi-Bendahou K et al (2021) Modeling and Box-Behnken design optimization of photocatalytic parameters for efficient removal of dye by lanthanum-doped mesoporous TiO2. J Environ Chem Eng 9:104584
Yasir M, Chauhan I, Zafar A et al (2021) Buspirone loaded solid lipid nanoparticles for amplification of nose to brain efficacy: formulation development, optimization by Box-Behnken design, in-vitro characterization and in-vivo biological evaluation. J Drug Deliv Sci Technol 61:102164
Zhang Y-J, **ng Z-J, Duan Z-K et al (2014) Effects of steam activation on the pore structure and surface chemistry of activated carbon derived from bamboo waste. Appl Surf Sci 315:279–286. https://doi.org/10.1016/j.apsusc.2014.07.126
Gonzalez JF, Roman S, González-García CM et al (2009) Porosity development in activated carbons prepared from walnut shells by carbon dioxide or steam activation. Ind Eng Chem Res 48:7474–7481
Jagiello J, Kenvin J, Celzard A, Fierro V (2019) Enhanced resolution of ultra micropore size determination of biochars and activated carbons by dual gas analysis using N2 and CO2 with 2D-NLDFT adsorption models. Carbon N Y 144:206–215
Zhang T, Walawender WP, Fan LT et al (2004) Preparation of activated carbon from forest and agricultural residues through CO2 activation. Chem Eng J 105:53–59
Juang R-S, Wu F-C, Tseng R-L (2002) Characterization and use of activated carbons prepared from bagasses for liquid-phase adsorption. Colloids Surf A Physicochem Eng Asp 201:191–199
Sidi-Yacoub B, Oudghiri F, Belkadi M, Rodríguez-Barroso R (2019) Characterization of lignocellulosic components in exhausted sugar beet pulp waste by TG/FTIR analysis. J Therm Anal Calorim 138:1801–1809
Dittmann D, Saal L, Zietzschmann F et al (2022) Characterization of activated carbons for water treatment using TGA-FTIR for analysis of oxygen-containing functional groups. Appl Water Sci 12:203. https://doi.org/10.1007/s13201-022-01723-2
Jawad AH, Abdulhameed AS, Wilson LD et al (2021) High surface area and mesoporous activated carbon from KOH-activated dragon fruit peels for methylene blue dye adsorption: optimization and mechanism study. Chin J Chem Eng 32:281–290
Mritunjay QAR (2022) Adsorption of copper on activated Ganga sand from aqueous solution: kinetics, isotherm, and optimization. Int J Environ Sci Technol 19:9679–9690. https://doi.org/10.1007/s13762-021-03651-1
Kumar S, Quaff AR (2020) Treatment of domestic wastewater containing phosphate using water treatment sludge through UASB–clariflocculator integrated system. Environ Dev Sustain 22:4537–4550
Nair AT, Makwana AR, Ahammed MM (2014) The use of response surface methodology for modelling and analysis of water and wastewater treatment processes: a review. Water Sci Technol 69:464–478
Kuang Y, Zhang X, Zhou S (2020) Adsorption of methylene blue in water onto activated carbon by surfactant modification. Water 12:587
Nayak AK, Pal A (2019) Development and validation of an adsorption kinetic model at solid-liquid interface using normalized Gudermannian function. J Mol Liq 276:67–77
Ojedokun AT, Bello OS (2017) Liquid phase adsorption of Congo red dye on functionalized corn cobs. J Dispers Sci Technol 38:1285–1294
Ghibate R, Senhaji O, Taouil R (2021) Kinetic and thermodynamic approaches on Rhodamine B adsorption onto pomegranate peel. Case Stud Chem Environ Eng 3:100078
Malhotra M, Suresh S, Garg A (2018) Tea waste derived activated carbon for the adsorption of sodium diclofenac from wastewater: adsorbent characteristics, adsorption isotherms, kinetics, and thermodynamics. Environ Sci Pollut Res 25:32210–32220
Pirbazari AE, Saberikhah E, Badrouh M, Emami MS (2014) Alkali treated Foumanat tea waste as an efficient adsorbent for methylene blue adsorption from aqueous solution. Water Resour Ind 6:64–80
Abdel-Gawad SA, Abdel-Aziz HM (2019) Removal of ethinylestradiol by adsorption process from aqueous solutions using entrapped activated carbon in alginate biopolymer: isotherm and statistical studies. Appl Water Sci 9:75. https://doi.org/10.1007/s13201-019-0951-7
Benderdouche N, Bestani B, Hamzaoui M (2018) The use of linear and nonlinear methods for adsorption isotherm optimization of basic green 4-dye onto sawdust-based activated carbon. J Mater Environ Sci 9:1110–1118
Wang H, Li Z, Yahyaoui S et al (2021) Effective adsorption of dyes on an activated carbon prepared from carboxymethyl cellulose: experiments, characterization and advanced modelling. Chem Eng J 417:128116
Jain SN, Tamboli SR, Sutar DS et al (2020) Incense stick ash as a novel and sustainable adsorbent for sequestration of Victoria Blue from aqueous phase. Sustain Chem Pharm 15:100199
Nasrullah A, Saad B, Bhat AH et al (2019) Mangosteen peel waste as a sustainable precursor for high surface area mesoporous activated carbon: characterization and application for methylene blue removal. J Clean Prod 211:1190–1200. https://doi.org/10.1016/j.jclepro.2018.11.094
Liu T, Li Y, Du Q et al (2012) Adsorption of methylene blue from aqueous solution by graphene. Colloids Surf B Biointerfaces 90:197–203
Durrani WZ, Nasrullah A, Khan AS et al (2022) Adsorption efficiency of date palm based activated carbon-alginate membrane for methylene blue. Chemosphere 302:134793
Altalhi TA, Ibrahim MM, Mersal GAM et al (2022) Adsorption of doxorubicin hydrochloride onto thermally treated green adsorbent: equilibrium, kinetic and thermodynamic studies. J Mol Struct 1263:133160
Márquez P, Benítez A, Chica AF et al (2022) Evaluating the thermal regeneration process of massively generated granular activated carbons for their reuse in wastewater treatments plants. J Clean Prod 366:132685
Acknowledgements
The authors would like to thank Matthieu DEBAL for his assistance in the biomass conversion process and Zineb THAMINY for her assistance in the English language. They would also like to thank Omar BENKIH for providing Reactive dye.
Funding
The work was financially supported by the Ecole Normale Superieure Taleb Abderrahmane of Laghouat (Algeria), the Laboratory for Physico-chemical Study of Materials and Application on the Environment, Faculty of Chemistry, USTHB, Algiers (Algeria), and the University of Lorraine (France).
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Mounir Daoud designed and performed the experiments, derived the models, and interpreted the results. Oumessaâd Benturki and Yann Rogaume supervised the project and were in charge of the overall direction. Zoubida Kecira assisted with FTIR measurements and helped carry out the dye adsorption study. Sébastien Fontana characterized the adsorbents with several methods (N2 Adsorption, TGA/SM, and SEM). Pierre Girods supervised the production of the adsorbents and analyzed them with Elemental analysis. Mounir Daoud analyzed the data and wrote the manuscript in consultation with Sébastien Fontana and Pierre Girods. The authors have read and agreed the published version of the manuscript.
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Daoud, M., Kecira, Z., Benturki, O. et al. Characterization of novel adsorbents from Phoenix dactylifera rachis. Box–Behnken design, kinetic, and isotherm models for BEZAKTIV Red S-MAX dye adsorption onto the produced carbons. Biomass Conv. Bioref. (2023). https://doi.org/10.1007/s13399-023-04359-7
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DOI: https://doi.org/10.1007/s13399-023-04359-7