Statistical optimization, soft computing prediction, mechanistic and empirical evaluation for fundamental appraisal of copper, lead and malachite green adsorption

May, 2018, Lead batteries for utility energy storage: a review, J. Energy Storage, 15, 145, 10.1016/j.est.2017.11.008 Goodwin, 2018, Lead and Lead Alloys Al Subhi, 2020, Self-assembled graphene hydrogel composites for selective dye removal, Adv. Sustain. Sys., 4 Bracey, 2009, Application of copper-gold alloys in catalysis: current status and future perspectives, Chem. Soc. Rev., 38, 2231, 10.1039/b817729p Tabelin, 2018, Arsenic, selenium, boron, lead, cadmium, copper, and zinc in naturally contaminated rocks: a review of their sources, modes of enrichment, mechanisms of release, and mitigation strategies, Sci. Total Environ., 645, 1522, 10.1016/j.scitotenv.2018.07.103 Srivastava, 2004, Toxicological effects of malachite green, Aquat. Toxicol., 66, 319, 10.1016/j.aquatox.2003.09.008 Li, 2019, The gut microbiota: a new perspective on the toxicity of malachite green (MG), Appl. Microbiol. Biotechnol., 103, 9723, 10.1007/s00253-019-10214-5 Mishra, 2019 Saleh, 2012, Photo-catalyzed degradation of hazardous dye methyl orange by use of a composite catalyst consisting of multi-walled carbon nanotubes and titanium dioxide, J. Colloid Interface Sci., 371, 101, 10.1016/j.jcis.2011.12.038 Gupta, 2011, Removal of the hazardous dye-Tartrazine by photodegradation on titanium dioxide surface, Mater. Sci. Eng. C, 31, 1062, 10.1016/j.msec.2011.03.006 Mittal, 2010, Removal and recovery of Chrysoidine Y from aqueous solutions by waste materials, J. Colloid Interface Sci., 344, 497, 10.1016/j.jcis.2010.01.007 Gupta, 2013, Chromium removal from water by activated carbon developed from waste rubber tires, Environ. Sci. Pollut. Res., 20, 1261, 10.1007/s11356-012-0950-9 Burakov, 2018, Adsorption of heavy metals on conventional and nanostructured materials for wastewater treatment purposes: a review, Ecotoxicol. Environ. Saf., 148, 702, 10.1016/j.ecoenv.2017.11.034 Gupta, 1997, Process development for the removal of zinc and cadmium from wastewater using slag-a blast furnace waste material, Sep. Sci. Technol., 32, 2883, 10.1080/01496399708002227 Nekouei, 2015, Kinetic, thermodynamic and isotherm studies for acid blue 129 removal from liquids using copper oxide nanoparticle-modified activated carbon as a novel adsorbent, J. Mol. Liq., 201, 124, 10.1016/j.molliq.2014.09.027 Alipanahpour, 2016, Modeling of quaternary dyes adsorption onto ZnO–NR–AC artificial neural network: analysis by derivative spectrophotometry, J. Ind. Eng. Chem., 34, 186, 10.1016/j.jiec.2015.11.010 Alil, 2012, Removal of arsenate from aqueous solution by electro-coagulation method using Al-Fe electrodes, Int. J. Electrochem. Sci., 7, 1898, 10.1016/S1452-3981(23)13848-X Altıntıg, 2017, Effective removal of methylene blue from aqueous solutions using magnetic loaded activated carbon as novel adsorbent, Chem. Eng. Res. Des., 122, 151, 10.1016/j.cherd.2017.03.035 Saleh, 2017, Magnetic activated carbon loaded with tungsten oxide nanoparticles for aluminum removal from waters, J. Environ. Chem. Eng., 5, 2853, 10.1016/j.jece.2017.05.038 Saleh, 2017, Effective adsorption of antimony(III) from aqueous solutions by polyamide-graphene composite as a novel adsorbent, Chem. Engin. J., 307, 230, 10.1016/j.cej.2016.08.070 Altıntıg, 2020, Facile synthesis of zinc oxide nanoparticles loaded activated carbon as an eco-friendly adsorbent for ultra-removal of malachite green from water, Environ. Technol. Innov. Al-Kinani, 2019, Graphene oxide-tannic acid nanocomposite as an efficient adsorbent for the removal of malachite green from water samples, Model. Earth Syst. Environ., 5, 1627, 10.1007/s40808-019-00612-z Ghahramani, 2019, Polyaniline coated reduced graphene oxide as an efficient adsorbent for the removal of malachite green from water samples, Polym. Bull., 76, 5269, 10.1007/s00289-018-2651-0 Akrami, 2019, Comparative study on the removal of cationic dyes using different graphene oxide forms, J. Inorg. Organomet. Polym., 29, 1785, 10.1007/s10904-019-01140-0 Eftekhari, 2018, Solid-phase extraction of ultra-trace levels of lead using tannic acid-coated graphene oxide as an efficient adsorbent followed by electrothermal atomic absorption spectrometry; response surface methodology-central composite design, New J. Chem., 42, 1159, 10.1039/C7NJ03226A Suhas, 2016, Cellulose: a review as natural, modified and activated carbon adsorbent, Bioresour. Technol., 216, 1066, 10.1016/j.biortech.2016.05.106 Qin, 2019, Recycling of waste autoclaved aerated concrete powder in Portland cement by accelerated carbonation, Waste Manage., 89, 254, 10.1016/j.wasman.2019.04.018 Pillai, 2009, Chitin and chitosan polymers: chemistry, solubility and fiber formation, Prog. Polym. Sci., 34, 641, 10.1016/j.progpolymsci.2009.04.001 Wang, 2019, Selective heavy metal removal and water purification by microfluidically-generated chitosan microspheres: characteristics, modeling and application, J. Hazard. Mater., 364, 192, 10.1016/j.jhazmat.2018.10.024 Peralta, 2019, Highly efficient removal of heavy metals from waters by magnetic chitosan-based composite, Adsorption, 25, 1337, 10.1007/s10450-019-00096-4 Saha, 2019, Keratin and chitosan biosorbents for wastewater treatment, J. Polym. Environ., 27, 1389, 10.1007/s10924-019-01439-6 Priya, 2014, Synthesis, characterization and antibacterial activity of biodegradable starch/PVA composite films reinforced with cellulosic fibre, Carbohydr. Polym., 109, 171, 10.1016/j.carbpol.2014.03.044 Nasirimoghaddam, 2015, Chitosan coated magnetic nanoparticles as nano-adsorbent for efficient removal of mercury contents from industrial aqueous and oily samples, J. Ind. Eng. Chem., 27, 79, 10.1016/j.jiec.2014.12.020 Unsoy, 2012, Synthesis optimization and characterization of chitosan-coated iron oxide nanoparticles produced for biomedical applications, J. Nanopart. Res., 14, 964, 10.1007/s11051-012-0964-8 Ye, 2014, Synthesis of magnetite/graphene oxide/chitosan composite and its application for protein adsorption, Mater. Sci. Engin. C, 45, 8, 10.1016/j.msec.2014.08.064 Koosha, 2019, Intelligent Chitosan/PVA nanocomposite films containing black carrot anthocyanin and bentonite nanoclays with improved mechanical, thermal and antibacterial properties, Prog. Org. Coat., 127, 338, 10.1016/j.porgcoat.2018.11.028 Schreiner, 2018, New analytical possibilities for monitoring the phase development during the production of autoclaved aerated concrete, Cem. Concr. Res., 107, 247, 10.1016/j.cemconres.2018.02.028 Alavi, 2010, Ultrasonic-assisted synthesis of Ca(OH)2 and CaO nanostructures, J. Exp. Nanosci., 5, 93, 10.1080/17458080903305616 Wang, 2018, Alginate-based attapulgite foams as efficient and recyclable adsorbents for the removal of heavy metals, J. Colloid Interface Sci., 514, 190, 10.1016/j.jcis.2017.12.035 Gao, 2019, Functionalized melamine sponge based on β-cyclodextrin-graphene oxide as solid-phase extraction material for rapidly pre-enrichment of malachite green in seafood, Microchem. J., 150, 10.1016/j.microc.2019.104167 Rajabi, 2019, Preparation of PMMA/GO and PMMA/GO-Fe3O4 nanocomposites for malachite green dye adsorption: kinetic and thermodynamic studies, Compos. Part B: Engin., 167, 544, 10.1016/j.compositesb.2019.03.030 Safaeian, 2019, A multi-objective supplier selection and order allocation through incremental discount in a fuzzy environment, J. Intell. Fuzzy Sys., 37, 1435, 10.3233/JIFS-182843 Fu, 2019, Stochastic multi-objective modelling and optimization of an energy-conscious distributed permutation flow shop scheduling problem with the total tardiness constraint, J. Clean. Prod., 226, 515, 10.1016/j.jclepro.2019.04.046 Moayedi, 2019, Novel hybrids of adaptive neuro-fuzzy inference system (ANFIS) with several metaheuristic algorithms for spatial susceptibility assessment of seismic-induced landslide, Geomat. Nat. Hazards Risk, 10, 1879, 10.1080/19475705.2019.1650126 Bui, 2020, Improving prediction of water quality indices using novel hybrid machine-learning algorithms, Sci. Total Environ., 721, 10.1016/j.scitotenv.2020.137612 Fathollahi-Fard, 2020, Sustainable closed-loop supply chain network for an integrated water supply and wastewater collection system under uncertainty, J. Environ. Manag., 275, 10.1016/j.jenvman.2020.111277 Liu, 2020, Evaluation of ship's green degree using a novel hybrid approach combining group fuzzy entropy and cloud technique for the order of preference by similarity to the ideal solution theory, Clean Technol. Environ. Policy., 22, 493, 10.1007/s10098-019-01798-7 Fathollahi-Fard, 2020, Red Deer Algorithm (RDA): a new nature-inspired meta-heuristic, Soft Comput., 33 Zhang, 2020, Interval-valued intuitionistic uncertain linguistic cloud petri net and its application in risk assessment for subway fire accident, IEEE Trans. Autom. Sci. Eng., 10.1109/TASE.2020.3014907 Fathollahi-Fard, 2020, A bi-objective home healthcare routing and scheduling problem considering patients’ satisfaction in a fuzzy environment, App. Soft Comp., 93 Foo, 2010, Insight into the modeling of adsorption isotherm system, Chem. Engin. J., 156, 2, 10.1016/j.cej.2009.09.013 Li, 2020, Multifunctional adsorbent based on metal-organic framework modified bacterial cellulose/chitosan composite aerogel for high efficient removal of heavy metal ion and organic pollutant, Chem. Engin. J., 383, 10.1016/j.cej.2019.123127 Rashidi Nodeh, 2019, Equilibrium, kinetic and thermodynamic study of pesticides removal from water using novel glucamine-calix[4]arene functionalized magnetic graphene oxide, Environ. Sci. Processes Impacts, 21, 714, 10.1039/C8EM00530C Vijayalakshmi, 2017, Batch adsorption and desorption studies on the removal of lead (II) from aqueous solution using nanochitosan/sodium alginate/microcrystalline cellulose beads. Inter, J. Biol. Macromol., 104, 1483, 10.1016/j.ijbiomac.2017.04.120 Jiang, 2019, Removal of the heavy metal ion nickel (II) via an adsorption method using flower globular magnesium hydroxide, J. Hazard. Mater., 373, 131, 10.1016/j.jhazmat.2019.01.096 Klapiszewski, 2017, Development of lignin based multifunctional hybrid materials for Cu(II) and Cd(II) removal from the aqueous system, Chem. Engin. J., 330, 518, 10.1016/j.cej.2017.07.177 Ghadirimoghaddam, 2021, Graphene oxide-cyanuric acid nanocomposite as a novel adsorbent for highly efficient solid phase extraction of Pb2+ followed by electrothermal atomic absorption spectrometry; statistical, soft computing and mechanistic efforts, Inter. J. Environ. Anal. Chem., 10.1080/03067319.2020.1861260 Eftekhari, 2020, Cadmium and copper heavy metal treatment from water resources by high-performance folic acid-graphene oxide nanocomposite adsorbent and evaluation of adsorptive mechanism using computational intelligence, isotherm, kinetic, and thermodynamic analyses, Environ. Sci. Pollut. Res., 27, 43999, 10.1007/s11356-020-10175-7 Azizian, 2007, Extended geometric method: a simple approach to derive adsorption rate constants of Langmuir-Freundlich kinetics, Chemosphere, 68, 2040, 10.1016/j.chemosphere.2007.02.042 Chowdhury, 2010, Sea shell powder as a new adsorbent to remove Basic Green 4 (Malachite Green) from aqueous solutions: equilibrium, kinetic and thermodynamic studies, Chem. Engin. J., 164, 168, 10.1016/j.cej.2010.08.050 Zhang, 2016, Dual function magnetic hydroxyapatite nanopowder for removal of malachite green and Congo red from aqueous solution, Powder Technol., 302, 207, 10.1016/j.powtec.2016.08.044 Badruddoza, 2011, Carboxymethyl-β-cyclodextrin conjugated magnetic nanoparticles as nano-adsorbents for removal of copper ions: synthesis and adsorption studies, J. Hazard. Mater., 185, 1177, 10.1016/j.jhazmat.2010.10.029 Wan, 2010, Adsorption of copper (II) and lead (II) ions from aqueous solution on chitosan-coated sand, Carbohydr. Polym., 80, 891, 10.1016/j.carbpol.2009.12.048 Li, 2018, Chitosan/Ag-hydroxyapatite nanocomposite beads as a potential adsorbent for the efficient removal of toxic aquatic pollutants, Int. J. Biol. Macromol., 120, 1752, 10.1016/j.ijbiomac.2018.09.190 Jung, 2019, A facile one-pot hydrothermal synthesis of hydroxyapatite/biochar nanocomposites: adsorption behavior and mechanisms for the removal of copper(II) from aqueous media, Chem. Eng. J., 369, 529, 10.1016/j.cej.2019.03.102 Pal, 2017, Gelatin-bentonite composite as reusable adsorbent for the removal of lead from aqueous solutions: kinetic and equilibrium studies, J. Water Process. Eng., 20, 40, 10.1016/j.jwpe.2017.09.010 Abou Taleb, 2021, Towards a circular economy for sustainable development: an application of full cost accounting to municipal waste recyclables, J. Clean. Prod, 280 Swain, 2021, Modeling interlinkages between sustainable development goals using network analysis, World Dev., 138 Sharma, 2021, Generation, composition and management of municipal solid waste at Rudraprayag, Garhwal Himalaya, J. Sci. Res., 13, 165, 10.3329/jsr.v13i1.46853