Application of ultrasound-assisted and subcritical water oxidation methods in the mineralisation of Procion Crimson H-EXL using response surface methodology and artificial neural network

References

• Hameed, B. H.; Ahmad, A. A.; Aziz, N. Isotherms, Kinetics and Thermodynamics of Acid Dye Adsorption on Activated Palm Ash. Chem. Eng. J. 2007, 133, 195–203. DOI:10.1016/j.cej.2007.01.032.
   Web of Science ®Google Scholar
• Mall, I. D.; Srivastava, V. C.; Agarwal, N. K.; Mishra, I. M. Removal of Congo Red from Aqueous Solution by Bagasse Fly Ash and Activated Carbon: Kinetic Study and Equilibrium Isotherm Analyses. Chemosphere 2005, 61, 492–501. DOI:10.1016/j.chemosphere.2005.03.065.
   PubMed Web of Science ®Google Scholar
• Janos, P.; Buchtova, H.; Ryznarova, M. Sorption of Dyes from Aqueous Solutions onto Fly Ash. Water Res. 2003, 37, 4938–4944. DOI:10.1016/j.watres.2003.08.011.
   PubMed Web of Science ®Google Scholar
• Torres, R. A.; Pétrier, C.; Combet, E.; Carrier, M.; Pulgarin, C. Ultrasonic Cavitation Applied to the Treatment of Bisphenol A. Effect of Sonochemical Parameters and Analysis of BPA By-Products. Ultrason. Sonochem. 2008, 15, 605–611. DOI:10.1016/j.ultsonch.2007.07.003.
   PubMed Web of Science ®Google Scholar
• Méndez-Arriaga, F.; Torres-Palma, R. A.; Pétrier, C.; Esplugas, S.; Gimenez, J.; Pulgarin, C. Ultrasonic Treatment of Water Contaminated with Ibuprofen. Water Res. 2008, 42, 4243–4248. DOI:10.1016/j.watres.2008.05.033.
   PubMed Web of Science ®Google Scholar
• Vasanth Kumar, K.; Ramamurthi, V.; Sivanesan, S. Biosorption of Malachite Green, a Cationic Dye onto Pithophora sp., a Fresh Water Algae. Dyes Pigm. 2006, 69, 102–107. DOI:10.1016/j.dyepig.2005.02.005.
   Web of Science ®Google Scholar
• Sivaraj, R.; Namasivayam, C.; Kadirvelu, K. Orange Peel as an Adsorbent in the Removal of Acid Violet 17 (Acid Dye) from Aqueous Solutions. Waste Manag. 2001, 21, 105–110.
   PubMed Web of Science ®Google Scholar
• Riga, A.; Soutsas, K.; Ntampegliotis, K.; Karayannis, V.; Papapolymerou, G. Effect of System Parameters and of Inorganic Salts on the Decolorization and Degradation of Procion H-Exl Dyes. Comparison of H2O2/UV, Fenton, UV/Fenton, TiO2/UV and TiO2/UV/H2O2 Processes. Desalination 2007, 211, 72–86. DOI:10.1016/j.desal.2006.04.082.
   Web of Science ®Google Scholar
• Soutsas, K.; Karayannis, V.; Poulios, I.; Riga, A.; Ntampegliotis, K.; Spiliotis, X.; Papapolymerou, G. Decolorization and Degradation of Reactive Azo Dyes via Heterogeneous Photocatalytic Processes. Desalination 2010, 250, 345–350. DOI:10.1016/j.desal.2009.09.054.
   Web of Science ®Google Scholar
• Stephenson, R. J.; Sheldon, J. B. Coagulation and Precipitation of Mechanical Pulping Effluent-1. Removal of Carbon and Turbidity. Water Res. 1996, 30, 781–792. DOI:10.1016/0043-1354(95)00213-8.
   Web of Science ®Google Scholar
• Chiou, M. S.; Chuang, G. S. Competitive Adsorption of Dye Metanil Yellow and RB15 in Acidic Solutions on Chemically Cross-Linked Chitosan Beads. Chemosphere 2006, 62, 731–740. DOI:10.1016/j.chemosphere.2005.04.068.
   PubMed Web of Science ®Google Scholar
• Salem, I. A.; El-Maazawi, M. Kinetics and Mechanism of Color Removal of Methylene Blue with Hydrogen Peroxide Catalysed by Some Supported Alumina Surfaces. Chemosphere 2000, 41, 1173–1180. DOI:10.1016/S0045-6535(00)00009-6.
   PubMed Web of Science ®Google Scholar
• Meyer, V.; Carlsson, F. H. H.; Oellermann, R. A. Decolourization of Textile Effluent Using a Low Cost Natural Adsorbent Material. Water Sci. Technol. 1992, 26, 1205–1211. DOI:10.2166/wst.1992.0562.
   Web of Science ®Google Scholar
• Mireia, S.; Víctor, L. G.; Carmen, G. B. Photo-Electrochemical Treatment of Reactive Dyes in Wastewater and Reuse of the Effluent: Method Optimization. Materials 2014, 7, 7349–7365.
   PubMed Web of Science ®Google Scholar
• Yabalak, E.; Gizir, A. M. Subcritical and Supercritical Fluid Extraction of Heavy Metals from Sand and Sewage Sludge. J. Serb. Chem. Soc. 2013, 78, 1013–1022. DOI:10.2298/JSC120321123Y.
   Web of Science ®Google Scholar
• Kirmizakis, P.; Tsamoutsoglou, C.; Kayan, B.; Kalderis, D. Subcritical Water Treatment of Land Fill Leachate: Application of Response Surface Methodology. J. Environ. Manage. 2014, 146, 9–15. DOI:10.1016/j.jenvman.2014.04.037.
   PubMed Web of Science ®Google Scholar
• Yabalak, E. An Approach to Apply Eco-Friendly Subcritical Water Oxidation Method in the Mineralization of the Antibiotic Ampicillin. J. Environ. Chem. Eng. 2018, 6, 7132–7137. DOI:10.1016/j.jece.2018.10.010.
   Web of Science ®Google Scholar
• Yabalak, E. Degradation of Ticarcillin by Subcritical Water Oxidation Method: Application of Response Surface Methodology and Artificial Neural Network Modeling. J. Environ. Sci. Health A. 2018, 53, 975–985. DOI:10.1080/10934529.2018.1471023.
   PubMed Web of Science ®Google Scholar
• Daskalaki, V.; Timotheatou, E. S.; Katsaounis, A.; Kalderis, D. Degradation of Reactive Red 120 Using Hydrogen Peroxide in Subcritical Water. Desalination 2011, 274, 200–205. DOI:10.1016/j.desal.2011.02.009.
   Web of Science ®Google Scholar
• Hori, H.; Nagaoka, Y.; Sano, T.; Kutsuna, S. Iron-Induced Decomposition of Perfluorohexanesulfonate in Sub- and Supercritical Water. Chemosphere 2008, 70, 800–806. DOI:10.1016/j.chemosphere.2007.07.015.
   PubMed Web of Science ®Google Scholar
• Hawthorne, S. B.; Lagadec, A. J. M.; Kalderis, D.; Lilke, A. V.; Miller, D. J. Pilot-Scale Destruction of TNT, HMX and RDX on Contaminated Soils Using Subcritical Water. Environ. Sci. Technol. 2000, 34, 3224–3228. DOI:10.1021/es991431o.
   Web of Science ®Google Scholar
• Hashimoto, S.; Watanabe, K.; Nose, K.; Morita, M. Remediation of Soil Contaminated with Dioxins by Subcritical Water Extraction. Chemosphere 2004, 54, 89–96. DOI:10.1016/S0045-6535(03)00673-8.
   PubMed Web of Science ®Google Scholar
• Levec, J.; Pintar, A. Catalytic Wet-Air Oxidation Processes: A Review. Catal. Today. 2007, 124, 172–184. DOI:10.1016/j.cattod.2007.03.035.
   Web of Science ®Google Scholar
• Klavarioti, M.; Mantzavinos, D.; Kassinos, D. Removal of Residual Pharmaceuticals from Aqueous Systems by Advanced Oxidation Processes. Environ. Int. 2009, 35, 402–417. DOI:10.1016/j.envint.2008.07.009.
   PubMed Web of Science ®Google Scholar
• Sankar, C.; Moholkar, V. S. Investigations in Sono-Enzymatic Degradation of Ibuprofen. Ultrason. Sonochem. 2016, 29, 485–494. DOI:10.1016/j.ultsonch.2015.11.002.
   PubMed Web of Science ®Google Scholar
• Khataee, A.; Kayan, B.; Gholami, P.; Kalderis, D.; Akay, S. Sonocatalytic Degradation of an Anthraquinone Dye Using TiO2-Biochar Nanocomposite. Ultrason. Sonochem. 2017, 39, 120–128. DOI:10.1016/j.ultsonch.2017.04.018.
   PubMed Web of Science ®Google Scholar
• Kang, J.-W.; Hoffmann, M. R. Kinetics and Mechanism of the Sonolytic Destruction of Methyl Tert-Butyl Ether by Ultrasonic Irradiation in the Presence of Ozone. Environ. Sci. Technol. 1998, 32, 3194–3199. DOI:10.1021/es970874u.
   Web of Science ®Google Scholar
• Ammar, B. H. Sono-Fenton Process for Metronidazole Degradation in Aqueous Solution: Effect of Acoustic Cavitation and Peroxydisulfate Anion. Ultrason. Sonochem. 2016, 33, 164–169. DOI:10.1016/j.ultsonch.2016.04.035.
   PubMed Web of Science ®Google Scholar
• Shang-Ming, H.; Chia-Hung, K.; Chun-An, C.; Yung-Chuan, L.; Chwen-Jen, S. RSM and ANN Modeling-Based Optimization Approach for the Development of Ultrasound-Assisted Liposome Encapsulation of Piceid. Ultrason. Sonochem. 2017, 36, 112–122.
   PubMed Web of Science ®Google Scholar
• Eskandarloo, H.; Badiei, A.; Behnajady, M. A.; Ziarani Ghodsi, M. Ultrasonic-Assisted Degradation of Phenazopyridine with a Combination of Sm-Doped ZnO Nanoparticles and Inorganic Oxidants. Ultrason. Sonochem. 2016, 28, 169–177. DOI:10.1016/j.ultsonch.2015.07.012.
   PubMed Web of Science ®Google Scholar
• Su, G.; Feng, D.; Si-Qi, H.; Shu-Yang, L.; Le-Xian, A.; Pu-Ying, S. Optimization of Magnetic Field-Assisted Ultrasonication for the Disintegration of Waste Activated Sludge Using Box-Behnken Design with Response Surface Methodology. Ultrason. Sonochem. 2017, 38, 9–18.
   PubMed Web of Science ®Google Scholar
• Yabalak, E.; Topaloğlu, I.; Gizir, A. M. Multi-Response Central Composite Design of the Mineralization and Removal of Aniline by Subcritical Water Oxidation Method. Int. J. Ind. Chem. 2019, 10, 97–105. DOI:10.1007/s40090-019-0175-6.
   Web of Science ®Google Scholar
• Hu, L.; Zhang, G.; Liu, M.; Wang, Q.; Wang, P. Optimization of the Catalytic Activity of a ZnCo2O4 Catalyst in Peroxymonosulfate Activation for Bisphenol a Removal Using Response Surface Methodology. Chemosphere 2018, 212, 152–161. DOI:10.1016/j.chemosphere.2018.08.065.
   PubMed Web of Science ®Google Scholar
• Kumar, A.; Prasad, B.; Mishra, I. M. Optimization of Process Parameters for Acrylonitrile Removal by a Low-Cost Adsorbent Using Box Behnken Design. J. Hazard. Mater. 2008, 150, 174–182. DOI:10.1016/j.jhazmat.2007.09.043.
   PubMed Web of Science ®Google Scholar
• Desai, K. M.; Survase, S. A.; Saudagar, P. S.; Lele, S. S.; Singhal, R. S. Comparison of Artificial Neural Network (ANN) and Response Surface Methodology (RSM) in Fermentation Media Optimization: Case Study of Fermentative Production of Scleroglucan. Biochem. Eng. J. 2008, 41, 266–273. DOI:10.1016/j.bej.2008.05.009.
   Web of Science ®Google Scholar
• Saravanan, R.; Karthikeyan, S.; Gupta, V. K.; Sekaran, G.; Narayanan, V.; Stephen, A. Enhanced Photocatalytic Activity of ZnO/CuO Nanocomposite for the Degradation of Textile Dye on Visible Light Illumination. Mater. Sci. Eng. C 2013, 33, 91–98. DOI:10.1016/j.msec.2012.08.011.
   PubMed Web of Science ®Google Scholar
• Hunge, Y. M.; Yadav, A. A.; Mathe, V. L. Ultrasound Assisted Synthesis of WO3-ZnO Nanocomposites for Brilliant Blue Dye Degradation. Ultrason. Sonochem. 2018, 45, 116–122. DOI:10.1016/j.ultsonch.2018.02.052.
   PubMed Web of Science ®Google Scholar
• Arslan, A.; Topkaya, E.; Veli, S.; Bingöl, D. Optimization of Ultrasonication Process for the Degradation of Linear Alkyl Benzene Sulfonic Acid by Response Surface Methodology. Clean-Soil Air Water. 2018, 46, 1–7.
   Web of Science ®Google Scholar
• Yao, J. J.; Gao, N. Y.; Deng, Y.; Ma, Y.; Li, H. J.; Xu, B.; Li, L. Sonolytic Degradation of Parathion and the Formation of Byproducts. Ultrason. Sonochem. 2010, 17, 802–809. DOI:10.1016/j.ultsonch.2010.01.016.
   PubMed Web of Science ®Google Scholar
• Ayanda, O. S.; Nelana, S. M.; Naidoo, E. B. Ultrasonic Degradation of Aqueous Phenolsulfonphthalein (PSP) in the Presence of nano-Fe/H2O2. Ultrason. Sonochem. 2018, 47, 29–35. DOI:10.1016/j.ultsonch.2018.04.012.
   PubMed Web of Science ®Google Scholar
• Yabalak, E.; Topaloğlu, I.; Gizir, A. M. Application of the Eco-Friendly Subcritical Water Oxidation Method in the Degradation of Epichlorohydrin. J. Serb. Chem. Soc. 2019, in press DOI:10.2298/JSC181208027Y
   Web of Science ®Google Scholar
• Kasiri, M. B.; Khataee, A. R. Photooxidative Decolorization of Two Organic Dyes with Different Chemical Structures by UV/H2O2 Process: Experimental Design. Desalination 2011, 270, 151–159. DOI:10.1016/j.desal.2010.11.039.
   Web of Science ®Google Scholar
• Behnajady, M. A.; Modirshahla, N. Evaluation of Electrical Energy per Order (E(EO)) with Kinetic Modeling on Photooxidative Degradation of C.I. Acid Orange 7 in a Tubular Continuous-Flow Photoreactor. Ind. Eng. Chem. Res. 2006, 45, 553–557. DOI:10.1021/ie050111c.
   Web of Science ®Google Scholar
• Lin, J. A.; Kuo, C. H.; Chen, B. Y.; Li, Y.; Liu, Y. C.; Chen, J. H.; Shieh, C. J. A Novel Enzyme-Assisted Ultrasonic Approach for Highly Efficient Extraction of Resveratrol from Polygonum cuspidatum. Ultrason. Sonochem. 2016, 32, 258–264. DOI:10.1016/j.ultsonch.2016.03.018.
   PubMed Web of Science ®Google Scholar