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Research Article

Custom and definitive screening designs for evaluating multiple adsorbents: bisphenol-A adsorption onto villi-structured polyaniline/carboxymethyl cellulose composites

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Received 16 Nov 2023, Accepted 05 Mar 2024, Published online: 15 Mar 2024

References

  • Wanakai IS, Kareru GP, Sujee MD, et al. Kinetics of rifampicin antibiotic degradation using green synthesized iron oxide nanoparticles. Chemistry Africa. 2023;6:967. doi:10.1007/s42250-022-00543-w
  • Rout PR, Zhang TC, Bhunia P, et al. Treatment technologies for emerging contaminants in wastewater treatment plants: a review. Sci Total Environ. 2021;753:141990. doi:10.1016/j.scitotenv.2020.141990
  • Sophia AC, Lima EC. Removal of emerging contaminants from the environment by adsorption. Ecotoxicol Environ Saf. 2018;150:1. doi:10.1016/j.ecoenv.2017.12.026
  • Samadi A, Xie M, Li J, et al. Polyaniline-based adsorbents for aqueous pollutants removal: a review. Chem Eng J. 2021;418:129425. doi:10.1016/j.cej.2021.129425
  • Tran HD, D’Arcy JM, Wang Y, et al. The oxidation of aniline to produce “polyaniline”: a process yielding many different nanoscale structures. J Mater Chem. 2011;21:3534. doi:10.1039/C0JM02699A
  • Hwang DK, Song DM, Im SS. Synthesis of villi-structured polyaniline sheets using organic single crystal surface-induced polymerization. ACS Omega. 2018;3:4181. doi:10.1021/acsomega.7b01024
  • Kimani PK. Asymmetrical fixed-bed breakthrough curve modelling: comparing simplistic, log-modified, fractal-like, and probability distribution function models. Chem Eng Res Des. 2024;201:446. doi:10.1016/j.cherd.2023.11.024
  • Olad A, Bastanian M, Aber S, et al. Ion-Crosslinked carboxymethyl cellulose/polyaniline bio-conducting interpenetrated polymer network: preparation, characterization and application for an efficient removal of Cr(VI) from aqueous solution. Iran Polym J. 2021;30:105. doi:10.1007/s13726-020-00877-7
  • Sethi S, Kaith BS, Kaur M, et al. A hydrogel based on dialdehyde carboxymethyl cellulose–gelatin and its utilization as a bio adsorbent. J Chem Sci. 2020;132:1. doi:10.1007/s12039-019-1700-z
  • Heydari S, Eshagh Ahmadi S. Fabrication and characterization of polymer based magnetic dialdehyde carboxymethyl cellulose/cysteine nanocomposites for methylene blue removal. Polym Bull. 2023;80:3857. doi:10.1007/s00289-022-04210-5
  • Fisher RA, Box JF, Fisher Box J. R.A. fisher and the design of experiments, 1922–1926. Am Stat. 1980;34:1.
  • Cox V. Design of experiments, in translating statistics to make decisions, 1st ed. Berkeley, CA: Apress; 2017, p. 1–31
  • Gorbounov M, Taylor J, Petrovic B, et al. To DoE or Not to DoE? A technical review on & roadmap for optimisation of carbonaceous adsorbents and adsorption processes. S Afr J Chem Eng. 2022;41:111.
  • Lundstedt T, Seifert E, Abramo L, et al. Experimental design and optimization. Chemom Intell Lab Syst. 1998;42:3. doi:10.1016/S0169-7439(98)00065-3
  • Jones B, Nachtsheim CJ. A class of three-level designs for definitive screening in the presence of second-order effects. J Qual Technol. 2011;43:1. doi:10.1080/00224065.2011.11917841
  • Jones B, Nachtsheim CJ. A class of three-level designs for definitive screening in the presence of second-order effects. J Qual Technol. 2011;43:1. doi:10.1080/00224065.2011.11917841
  • Jones B, Nachtsheim CJ. Definitive screening designs with added two-level categorical factors*. J Qual Technol. 2013;45:121. doi:10.1080/00224065.2013.11917921
  • Corrales J, Kristofco LA, Baylor Steele W, et al. Global assessment of bisphenol A in the environment: review and analysis of its occurrence and bioaccumulation. Dose Response. 2015;13:1. doi:10.1177/1559325815598308
  • de Aguiar PF, Bourguignon B, Khots MS, et al. D-optimal designs. Chemom Intell Lab Syst. 1995;30:199. doi:10.1016/0169-7439(94)00076-X
  • Witten B, Reid EE. P-AMINOTETRAPHENYLMETHANE. Org Synth. 1950;30:5. doi:10.15227/orgsyn.030.0005
  • Li H, Wu B, Mu C, et al. Concomitant degradation in periodate oxidation of carboxymethyl cellulose. Carbohydr Polym. 2011;84:881. doi:10.1016/j.carbpol.2010.12.026
  • Jiang X, Yang Z, Peng Y, et al. Preparation, characterization and feasibility study of dialdehyde carboxymethyl cellulose as a novel crosslinking reagent. Carbohydr Polym. 2016;137:632. doi:10.1016/j.carbpol.2015.10.078
  • Anton AM, Frenzel F, Yuan J, et al. Hydrogen bonding and charge transport in a protic polymerized ionic liquid. Soft Matter. 2020;16:6091. doi:10.1039/D0SM00337A
  • Gorman M. The evidence from infrared spectroscopy for hydrogen bonding: a case history of the correlation and interpretation of data. J Chem Educ. 1957;34:304. doi:10.1021/ed034p304
  • Mitra M, Kulsi C, Chatterjee K, et al. Reduced graphene oxide-polyaniline composites— synthesis, characterization and optimization for thermoelectric applications. RSC Adv. 2015;5:31039. doi:10.1039/C5RA01794G
  • Peng H, Ma G, Ying W, et al. In situ synthesis of polyaniline/sodium carboxymethyl cellulose nanorods for high-performance redox supercapacitors. J Power Sources. 2012;211:40. doi:10.1016/j.jpowsour.2012.03.074
  • Yavuz AG, Uygun A, Bhethanabotla VR. Substituted polyaniline/chitosan composites: synthesis and characterization. Carbohydr Polym. 2009;75:448. doi:10.1016/j.carbpol.2008.08.005
  • Kizildag N, Ucar N, Karacan I, et al. The effect of the dissolution process and the polyaniline content on the properties of polyacrylonitrile–polyaniline composite nanoweb. J Ind Text. 2016;45:1548. doi:10.1177/1528083714564636
  • Wan M. Absorption spectra of thin folm of polyaniline. J Polym Sci A Polym Chem. 1992;30:543. doi:10.1002/pola.1992.080300404
  • Stejskal J, Kratochvíl P, Radhakrishnan N. Polyaniline dispersions 2. UV-Vis absorption spectra. Synth Met. 1993;61:225. doi:10.1016/0379-6779(93)91266-5
  • Hu J, Zeng X, Yin Y, et al. Accelerated alkaline activation of peroxydisulfate by reduced rubidium tungstate nanorods for enhanced degradation of bisphenol A. Environ Sci Nano. 2020;7:3547. doi:10.1039/D0EN00840K
  • Sullivan GM, Feinn R. Using effect size—or why the P value is not enough. J Grad Med Educ. 2012;4:279. doi:10.4300/JGME-D-12-00156.1
  • Wang W, Wang X, Xing J, et al. Multi-Heteroatom doped graphene-like carbon nanospheres with 3D inverse opal structure: A promising bisphenol-A remediation material. Environ Sci Nano. 2019;6:809. doi:10.1039/C8EN01196F
  • Patel H. Fixed-Bed column adsorption study: a comprehensive review. Appl Water Sci. 2019;9(3):1. doi:10.1007/s13201-019-0927-7
  • Cohen J. Things I have learned (so Far). Am Psychol. 1990;45:1304.
  • Jones B, Nachtsheim CJ. Effective design-based model selection for definitive screening designs. Technometrics. 2017;59:319. doi:10.1080/00401706.2016.1234979
  • SAS Institute Inc. JMP® 13 design of experiments guide, 2nd ed. Cary, NC, USA;2017.
  • Osborne J. Improving your data transformations: applying the box-cox transformation. Pract Assess Res Eval. 2019;15:1.
  • Hawkins DM. The problem of overfitting. J Chem Inf Comput Sci. 2004;44:1. doi:10.1021/ci0342472
  • Kvalheim OM, Grung B, Rajalahti T. Number of components and prediction error in partial least squares regression determined by monte carlo resampling strategies. Chemometr Intell Lab Syst. 2019;188:79. doi:10.1016/j.chemolab.2019.03.006
  • Kruger JS, Lewis-Beck MW. Goodness-of-Fit: R-squared, SEE and ‘best practice,’ Polit Methodol. 2007;15:2.
  • Montgomery DC. Design and analysis of experiments. 10th ed. New York: Wiley; 2019.
  • Ouis D, El Kebir A, Moulefera I, et al. Synthesis, characterization and adsorption of bisphenol A using novel hybrid materiel produced from PANI matrix reinforced by kieselguhr. J Inorg Organomet Polym Mater. 2022;32:1092. doi:10.1007/s10904-021-02151-6
  • Hlekelele L, Nomadolo NE, Setshedi KZ, et al. Synthesis and characterization of polyaniline, polypyrrole and zero-valent iron-based materials for the adsorptive and oxidative removal of bisphenol-A from aqueous solution. RSC Adv. 2019;9:14531. doi:10.1039/C9RA01666J
  • Sachs N. Protecting the public from BPA: An action plan for federal agencies. Law Faculty Publications; 2012.
  • Zhou Q, Wang Y, Xiao J, et al. Adsorption and removal of bisphenol A, α-naphthol and β-naphthol from aqueous solution by Fe3O4@polyaniline core–shell nanomaterials. Synth Met. 2016;212:113. doi:10.1016/j.synthmet.2015.12.008
  • Zhou Q, Wang Y, Xiao J, et al. Fabrication and characterisation of magnetic graphene oxide incorporated Fe3O4@polyaniline for the removal of bisphenol A, t-octyl-phenol, and α-naphthol from water. Sci Rep. 2017;7(1):7. doi:10.1038/s41598-017-00035-9

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