References

  1. X. Shi, W. Ruan, J. Hu, M. Fan, R. Cao, X. Wei, Optimizing the removal of rhodamine B in aqueous solutions by reduced graphene oxide-supported nanoscale zerovalent iron (nZVI/rGO) using an artificial neural network-genetic algorithm (ANN-GA), Nanomaterials, 7 (2017) 134.
  2. M. Fan, J. Hu, R. Cao, K. Xiong, X. Wei, Modeling and prediction of copper removal from aqueous solutions by nZVI/rGO magnetic nanocomposites using ANN-GA and ANN-PSO, Sci Rep., 7 (2017) 18040.
  3. A.A. Babaei, A.R. Rahmani, F. Zamani, H. Almasi, Fe (III)–oxalate-mediated solar degradation of furfural in the presence of persulfate: operational parameters and artificial neural network modeling, J. Iran. Chem. Soc., 2 (2018) 219–229.
  4. S. Singh, V.C. Srivastava, I.D. Mall, Fixed-bed study for adsorptive removal of furfural by activated carbon, Colloids Surf. A Physicochem. Eng., 332 (2009) 50–56.
  5. A.K. Sahu, I.D. Mall, V.C. Srivastava, Studies on the adsorption of furfural from aqueous solution onto low-cost bagasse fly ash, Chem. Eng. Commun., 195 (2007) 316–335.
  6. B. Ghasemi, B. Anvaripour, S. Jorfi, N. Jaafarzadeh, Enhanced photocatalytic degradation and mineralization of furfural using UVC/TiO2/GAC composite in aqueous solution, Int. J. Photoenergy, 2016 (2016).
  7. M. Faramarzpour, M. Vossoughi, M. Borghei, Photocatalytic degradation of furfural by titania nanoparticles in a floating-bed photoreactor, Chem. Eng. J., 146 (2009) 79–85.
  8. S. Borghei, S. Hosseini, Comparison of furfural degradation by different photooxidation methods, Chem. Eng. J., 139 (2008) 482–488.
  9. A.R. Rahmani, A. Poormohammadi, F. Zamani, Y.T. Birgani, S. Jorfi, S. Gholizadeh, M.J. Mohammadi, H. Almasi, Activated persulfate by chelating agent Fe·/complex for in situ degradation of phenol: intermediate identification and optimization study, Res. Chem. Intermed., 44 (2018) 5501–5519.
  10. R.R. Kalantary, A. Mohseni-Bandpi, A. Esrafili, S. Nasseri, F.R. Ashmagh, S. Jorfi, M. Ja’fari, Effectiveness of biostimulation through nutrient content on the bioremediation of phenanthrene contaminated soil, J. Environ. Health Sci. Eng., 12 (2014) 143.
  11. S.-H. Do, Y.-J. Kwon, S.-J. Bang, S.-H. Kong, Persulfate reactivity enhanced by Fe2O3–MnO and CaO–Fe2O3–MnO composite: identification of composite and degradation of CCl4 at various levels of pH, Chem. Eng. J., 221 (2013) 72–80.
  12. M. Sadrnourmohamadi, A. Poormohammadi, H. Almasi, G. Asgari, A. Ahmadzadeh, A. Seid-Mohammadi, Removal of 2, 4-dichlorophenol from aqueous solution using ultrasonic/H, Desal. Water Treat., 75 (2017) 189–194.
  13. X. Gu, Y. Wang, Z. Miao, S. Lu, Z. Qiu, Q. Sui, X. Guo, Degradation of trichloroethylene in aqueous solution by persulfate activated with Fe(III)–EDDS complex, Res. Chem. Intermed., 43 (2017) 1–13.
  14. C. Cai, Z. Zhang, H. Zhang, Electro-assisted heterogeneous activation of persulfate by Fe/SBA-15 for the degradation of Orange II, J. Hazard. Mater., 313 (2016) 209–218.
  15. A.R. Rahmani, F. Zamani, A. Shabanloo, H. Almasi, Effect of silica on the ultrasonic/persulfate process for degradation of Acid Black 1 in aqueous solutions, Avicenna J. Environ. Health Eng., 3 (2016) 1–6.
  16. Z. Issaabadi, M. Nasrollahzadeh, S.M. Sajadi, Green synthesis of the copper nanoparticles supported on bentonite and investigation of its catalytic activity, J. Cleaner Prod., 142 (2017) 3584–3591.
  17. X. Du, Y. Zhang, I. Hussain, S. Huang, W. Huang, Insight into reactive oxygen species in persulfate activation with copper oxide: activated persulfate and trace radicals, Chem. Eng. J., 313 (2017) 1023–1032.
  18. P. Zhou, J. Zhang, J. Liu, Y. Zhang, J. Liang, Y. Liu, B. Liu, W. Zhang, Degradation of organic contaminants by activated persulfate using zero valent copper in acidic aqueous conditions, RSC Adv., 6 (2016) 99532–99539.
  19. R. Hong, Z. Guo, J. Gao, C. Gu, Rapid degradation of atrazine by hydroxyl radical induced from montmorillonite templated subnano-sized zero-valent copper, Chemosphere, 180 (2017) 335–342.
  20. W. Ruan, X. Shi, J. Hu, Y. Hou, M. Fan, R. Cao, X. Wei, Modeling of Malachite Green Removal from aqueous solutions by nanoscale zerovalent zinc using artificial neural network, Appl. Sci., 8 (2017) 3.
  21. A. Qishlaqi, S. Kordian, A. Parsaie, Field measurements and neural network modeling of water quality parameters, Appl. Water Sci., (2017) 1–8.
  22. A. Aleboyeh, M. Kasiri, M. Olya, H. Aleboyeh, Prediction of azo dye decolorization by UV/H2O2 using artificial neural networks, Dyes Pigments, 77 (2008) 288–294.
  23. A. Khataee, G. Dehghan, A. Ebadi, M. Zarei, M. Pourhassan, Biological treatment of a dye solution by Macroalgae Chara sp.: Effect of operational parameters, intermediates identification and artificial neural network modeling, Bioresour. Technol., 101 (2010) 2252–2258.
  24. A.R. Esfahani, S. Hojati, A. Azimi, M. Farzadian, A. Khataee, Enhanced hexavalent chromium removal from aqueous solution using a sepiolite-stabilized zero-valent iron nanocomposite: impact of operational parameters and artificial neural network modeling, J. Taiwan Inst. Chem. Eng., 49 (2015) 172–182.
  25. A. Ghaedi, Simultaneous prediction of the thermodynamic properties of aqueous solution of ethylene glycol monoethyl ether using artificial neural network, J. Mol. Liq., 207 (2015) 327–333.
  26. A.M. Ghaedi, A. Vafaei, Applications of artificial neural networks for adsorption removal of dyes from aqueous solution: a review, Adv. Colloid Interface Sci., 245 (2017) 20–39.
  27. R. Mittu, Synthesis, Characterization of copper nanoparticles - a review, Synthesis, 3 (2016) 37–40.
  28. P. Rahimi, H. Hashemipour, M. Ehtesham Zadeh, S. Ghader, Experimental investigation on the synthesis and size control of copper nanoparticle via chemical reduction method, Int. Nanosci. Nanotechnol., 6 (2010) 144–149.
  29. S. Fatimah, W. Wiharto, The use of artificial neural network for modeling the decolourization of acid orange 7 solution of industrial by ozonation process, in: IOP Conference Series: Materials Science and Engineering, IOP Publishing, 2017, pp. 012052.
  30. M. Raja, J. Subha, F.B. Ali, S.H. Ryu, Synthesis of copper nanoparticles by electroreduction process, Mater. Manuf. Process., 23 (2008) 782–785.
  31. Y. Suresh, S. Annapurna, G. Bhikshamaiah, A. Singh, Copper nanoparticles: green synthesis and characterization, Int. J. Sci. Eng. Res., 5 (2014) 156–160.
  32. Z.N. Kayani, M. Umer, S. Riaz, S. Naseem, Characterization of copper oxide nanoparticles fabricated by the sol-gel method, J. Electron. Mater., 44 (2015) 3704–3709.
  33. C. Liu, K. Shih, C. Sun, F. Wang, Oxidative degradation of propachlor by ferrous and copper ion activated persulfate, Sci. Total. Environ., 416 (2012) 507–512.
  34. P. Zhou, J. Zhang, Y. Zhang, G. Zhang, W. Li, C. Wei, J. Liang, Y. Liu, S. Shu, Degradation of 2, 4-dichlorophenol by activating persulfate and peroxomonosulfate using micron or nanoscale zero-valent copper, J. Hazard. Mater., 344 (2018) 1209–1219.
  35. C. Wang, J. Wan, Y. Ma, Y. Wang, Insights into the synergy of zero-valent iron and copper oxide in persulfate oxidation of Orange G solutions, Res. Chem. Intermed., 42 (2016) 481–497.
  36. H. Li, J. Wan, Y. Ma, Y. Wang, Reaction pathway and oxidation mechanisms of dibutyl phthalate by persulfate activated with zero-valent iron, Sci. Total Environ., 562 (2016) 889–897.
  37. F. Ghanbari, M. Moradi, M. Manshouri, Textile wastewater decolorization by zero valent iron activated peroxymonosulfate: compared with zero valent copper, J. Environ. Chem. Eng., 2 (2014) 1846–1851.
  38. H.-y. Liang, Y.-q. Zhang, S.-b. Huang, I. Hussain, Oxidative degradation of p-chloroaniline by copper oxidate activated persulfate, Chem. Eng. J., 218 (2013) 384–391.
  39. S.S. Raut, S.P. Kamble, P.S. Kulkarni, Efficacy of zero-valent copper (Cu0) nanoparticles and reducing agents for dechlorination of mono chloroaromatics, Chemosphere, 159 (2016) 359–366.
  40. A.R. Rahmani, F. Zamani, Z. Masoumi, R. Harati, H. Almasi, Investigation of phenol removal of phenol by electro Fenton and electropersulfate in aqueous solution, Water Wastewater, 5 (2016) 38–45.
  41. A. Alba-Rubio, J. Fierro, L. León-Reina, R. Mariscal, J. Dumesic, M.L. Granados, Oxidation of furfural in aqueous H2O2 catalysed by titanium silicalite: Deactivation processes and role of extra framework Ti oxides, Appl. Catal. B: Environ., 202 (2017) 269–280.
  42. H. Gao, J. Chen, Y. Zhang, X. Zhou, Sulfate radicals induced degradation of Triclosan in thermally activated persulfate system, Chem. Eng. J., 306 (2016) 522–530.
  43. Y. Wu, R. Prulho, M. Brigante, W. Dong, K. Hanna, G. Mailhot, Activation of persulfate by Fe (III) species: Implications for 4-tert-butylphenol degradation, J. Hazard. Mater., 322 (2017) 380–386.
  44. A. Rezaee, H. Godini, S. Jorfi, Nitrate removal from aqueous solution using MgCl2 impregnated activated carbon, Environ. Eng. Manag. J., 9 (2010) 449–452.
  45. Z. Wang, R. Yuan, Y. Guo, L. Xu, J. Liu, Effects of chloride ions on bleaching of azo dyes by Co2+/oxone regent: kinetic analysis, J. Hazard. Mater., 190 (2011) 1083–1087.
  46. P. Zhou, B. Liu, J. Zhang, Y. Zhang, G. Zhang, C. Wei, J. Liang, Y. Liu, W. Zhang, Radicals induced from peroxomonosulfate by nanoscale zero-valent copper in the acidic solution, Water Sci. Technol., 74 (2016) 1946–1952.
  47. F. Ghanbari, M. Moradi, Application of peroxymonosulfate and its activation methods for degradation of environmental organic pollutants: Review, Chem. Eng. J., 310 (2017) 41–62.
  48. H. Almasi, G. Asgari, M. Leili, Z. Sharifi, A. Seid-Mohammadi, The study of phenol removal from aqueous solutions using oxidizing agents of peroxide hydrogen, persulfate and periodate activated by ultrasound, J. Rafsanjan Univ. Med. Sci., 15 (2017) 835–848.
  49. D. ASTM, 1252-. 06, Chemical Oxygen Demand (Dichromate Oxygen Demand) of Water, Test Method B.
  50. C.-l. Kang, X.-j. Tang, X.-q. Jiao, P. Guo, F.-m. Quan, X.-y. Lin, Degradation of furfural by UV/O3 technology, Chem. Res. Chinese U, 25 (2009) 451–454.
  51. D. Mantzavinos, E. Lauer, M. Sahibzada, A.G. Livingston, I.S. Metcalfe, Assessment of partial treatment of polyethylene glycol wastewaters by wet air oxidation, Water Res., 34 (2000) 1620–1628.
  52. R.D.C. Soltani, S. Jorfi, H. Ramezani, S. Purfadakari, Ultrasonically induced ZnO–biosilica nanocomposite for degradation of a textile dye in aqueous phase, Ultrason. Sonochem., 28 (2016) 69–78.
  53. W.H. Organization, Copper in drinking water. Background document for preparation of WHO guidelines for drinking-water quality, WHO: Geneva, Switzerland, 2003.
  54. D. Raharinirina, G. Ramanantsizehena, F.L. Razafindramisa, N.K.V. Leitner, Comparison of UV/H2O2 and UV/S2O82- processes for the decoloration of azo dyes Congo Red in various kinds of water, in: Fourth High-Energy Phys. Int. Conf., 2009.
  55. J.E. Silveira, T.O. Cardoso, M. Barreto-Rodrigues, J.A. Zazo, J.A. Casas, Electroactivation of persulfate using iron sheet as low-cost electrode: the role of the operating conditions, Environ. Technol., 9 (2018) 1208–1216.