Employment of advanced oxidation processes in the degradation of a textile dye mixture: evaluation of reaction parameters, kinetic study, toxicity and modeling by artificial neural networks

Authors

DOI:

https://doi.org/10.5902/2236117063909

Keywords:

Photoperoxidation, Fenton process, UV-C radiation, Treatment

Abstract

Organic contaminants in industrial effluents threaten the quality of water resources, especially due to their resistance to natural degradation. The textile industry gain relevance, considering that it generates large volumes. This work aimed to evaluate the efficiency of different advanced oxidation processes (AOP) for the degradation of the mixture textile dyes in solution. After optimization of the main parameters involved in the applied processes and systems, the AOP with greater efficiency in the degradation of the compounds was the photo-Fenton/UV-C (92%) after 360 min of treatment. The experimental data showed a better fit to the Chan and Chu kinetic model and trough an evaluation using artificial neural networks it was possible to predict the maximum degradation achievable by the dye mixture. The toxicity assays, using multiple species of seeds indicated a treated solution with no toxic effects and that the applied methodology can be used without affecting the water resources.

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Author Biographies

Marcos André Soares de Oliveira, Universidade Federal de Pernambuco, Recife, PE

Engenheiro Química pelo Centro Universitário Maurício de Nassau (2017). Atualmente é mestrando em Engenharia Química pela Universidade Federal de Pernambuco (2020).

Naiana Santos da Cruz Santana Neves, Universidade Federal de Pernambuco, Recife, PE

Engenheira Química pela UFPE (2016). Mestre em Engenharia Química pela UFPE (2019). Atualmente, é doutoranda pelo Programa de Pós-Graduação em Engenharia Química da UFPE.

Rayany Magali da Rocha Santana, Universidade Federal de Pernambuco, Recife, PE

Engenheira Química pelo Centro Universitário Maurício de Nassau (2017). Mestrado em Engenharia Química pela UFPE (2020). Atualmente é doutoranda do Programa de Pós-graduação em Engenharia Química da UFPE.

Alex Leandro Andrade de Lucena, Universidade Federal de Pernambuco, Recife, PE

Engenheiro Químico (2015) pela UFRN e Mestre em Engenharia Química (2018) pela UFPE. Atualmente é doutorando pelo Programa de Pós-Graduação em Engenharia Química da UFPE.

Léa Elias Mendes Carneiro Zaidan, Universidade Federal de Pernambuco, Recife, PE

Engenheira Química pela UFPE (2007), Mestre em Engenharia Química pela UFPE (2010) e Doutora em Engenharia Química pela UFPE (2015). Realizou Pós-Doutorado pelo Departamento de Engenharia Química (DEQ/UFPE) (2017).

Vanessa De Oliveira Marques Cavalcanti, Universidade Federal de Pernambuco, Recife, PE

Engenheira Química pela Universidade Federal de Pernambuco (2015). Atualmente é aluna de mestrado em Engenharia Química pela UFPE (2021). 

Gilson Lima da Silva, Universidade Federal de Pernambuco, Recife, PE

Engenheiro Químico pela UFPE (1983), Mestre em Agronomia pela UFRPE (1993) e Doutor em Engenharia Química com ênfase em Engenharia Ambiental, pela UNICAMP (2005). Atualmente, Coordenador do Grupo de Pesquisa GAMA e do Laboratório de Engenharia da Sustentabilidade do Campus Agreste da UFPE.

Daniella Carla Napoleão, Universidade Federal de Pernambuco, Recife, PE

Engenheira Química pela UFPE (2008), Mestre em Engenharia Química pela UFPE (2011) e Doutora em Engenharia Química pela UFPE (2015). Atualmente é professora Adjunta CI do Departamento de Engenharia Química da UFPE.

References

ABIT (2019) Associação Brasileira da Indústria Têxtil e de Confecções. Perfil do setor <http://www.abit.org.br/cont/perfil-do-setor>

ADAK, A.; MANGALGIRI, K. P.; LEE, J.; BLANEY, L. UV irradiation and UV-H2O2 advanced oxidation of the roxarsone and nitarsone organoarsenicals. Water Research, v. 70, p. 74-85, 2015. DOI: https://doi.org/10.1016/j.watres.2014.11.025

AL-MAMUN, M. R.; KADER, S.; ISLAM, M. S.; KHAN, M. Z. H. Photocatalytic activity improvement and application of UV-TiO2 photocatalysis in textile wastewater treatment: A review. Journal Environmental Chemical Engineering, v. 7, n. 5, p. 103248, 2019. DOI: https://doi.org/10.1016/j.jece.2019.103248

ALMOMANI, F.; TOURAUD, E.; DEGORCE-DUMAS, J. R.; ROUSSY, J.; THOMAS, O. Biodegradability enhancement of textile dyes and textile wastewater by VUV photolysis. Journal of Photochemistry and Photobiology A, v. 153, n. 3, p. 191-197, 2002. DOI: https://doi.org/10.1016/S1010-6030(02)00298-8

AMORIM, C. C.; LEÃO, M. M. D.; MOREIRA, R. F. P. M. Comparação entre diferentes processos oxidativos avançados para degradação de corante azo. Engenharia Sanitaria e Ambiental, v. 14, n. 4, p. 543-550, 2009. DOI: https://doi.org/10.1590/S1413-41522009000400014

AQUINO, R. V. S.; BARBOSA, A. A.; RIBEIRO, L. B.; OLIVEIRA, A. F. B.; SILVA, J. P.; AZOUBEL, P. M.; ROCHA, O. R. S. Degradation of leaf green food dye by heterogeneous photocatalysis with TiO2 over a polyethylene terephthalate plate. Chemical Papers, v. 73, n. 10, p. 2501-2512, 2019. DOI: https://doi.org/10.1007/s11696-019-00804-y

BENSALAH, N.; DBIRA, S.; BEDOUI, A. Mechanistic and kinetic studies of the degradation of diethyl phthalate (DEP) by homogeneous and heterogeneous Fenton oxidation. Environmental Nanotechnology, Monitoring and Management, v. 11: p. 100224, 2019. DOI: https://doi.org/10.1016/j.enmm.2019.100224

BOUR, .; MOUCHET, F.; SILVESTRE, J.; GAUTHIER, L.; PINELLI, E. Environmentally relevant approaches to assess nanoparticles ecotoxicity: A review. Journal of Hazardous Materials, v. 283, p. 764-777, 2015. DOI: https://doi.org/10.1016/j.jhazmat.2014.10.021

CHAN, K. H.; CHU, W. Modeling the reaction kinetics of Fenton’s process on the removal of atrazine. Chemosphere, v. 51, n. 4, p. 305-311, 2003. DOI: https://doi.org/10.1016/S0045-6535(02)00812-3

CHANGOTRA, R.; RAJPUT, H.; DHIR, A. Treatment of real pharmaceutical wastewater using combined approach of Fenton applications and aerobic biological treatment. Journal of Photochemistry and Photobiology A, v. 376, p. 175-184, 2019. DOI: https://doi.org/10.1016/j.jphotochem.2019.02.029

CHU, W.; TSUI, S. M. Modeling of photodecoloration of azo dye in a cocktail photolysis system. Water Research, v. 36, n. 13, p. 3350-3358, 2002. DOI: https://doi.org/10.1016/S0043-1354(02)00021-0

DEWIL, R.; MANTZAVINOS, D.; POULIOS, I.; RODRIGO, M. A. New perspectives for Advanced Oxidation Processes. Journal Environmental Management, v. 195(pt.2), p. 93-99, 2017. DOI: https://doi.org/10.1016/j.jenvman.2017.04.010

DIAS, F. F. S.; CHIAVONE-FILHO, O.; LIRA, R. M.; CARVALHO, F. O.; PACHECO, J. G. Degradação de corante Reative Black 5 via processo foto-Fenton em reator PTC com modelagem e otimização utilizando RNA. Scientia Plena, v. 9, n. 10, p. 104201, 2013.

DIAS, F. F. S.; SILVA, P. B. V.; SANTOS, A. F. M. S.; ANDRADE, J. G.; ALBUQUERQUE, I. L. Tratamento de efluente têxtil através de processo oxidativo avançado (H2O2/TiO2/UV). Revista Geama, v. 4, n. 3, p. 4-9, 2018.

DURÁN, A.; MONTEAGUDO, J. M.; MOHEDANO, M. Neural networks simulation of photo-Fenton degradation of Reactive Blue 4. Applied Catalysis B, v. 65 n. 2, p. 127-134, 2006. DOI: https://doi.org/10.1016/j.apcatb.2006.01.004

ERTUGAY, N.; ACAR, F. N. Removal of COD and color from Direct Blue 71 azo dye wastewater by Fenton's oxidation: Kinetic study. Arabian Journal of Chemistry, v. 51, n. 1, 2013.

FERREIRA, S. A. D.; DONADIA, J. F.; GONÇALVES, G. R.; TEIXEIRA, A. L.; FREITAS, M. B. J. G.; FERNANDES, A. A. R.; LELIS, M. F. F. Photocatalytic performance of granite waste in the decolorization and degradation of Reactive Orange 122. Journal. Environmental Chemical Engineering, v. 7, n. 3, p. 103144, 2019. DOI: https://doi.org/10.1016/j.jece.2019.103144

FIOREZE, M.; SANTOS, E. P.; SCHMACHTENBERG, N. Processos oxidativos avançados: fundamentos e aplicação ambiental. Revista Eletrônica em Gestão, Educação e Tecnologia Ambiental, v. 18, n. 1, p. 79-91, 2014. DOI: https://doi.org/10.5902/2236117010662

GALEANO, L. A.; GUERRERO-FLÓREZ, M.; SÁNCHEZ, C. A.; GIL, A.; VICENTE, M. Á. Disinfection by chemical oxidation methods, Springer, v. 67, p. 257-295, 2019. DOI: https://doi.org/10.1007/698_2017_179

GARCIA, V. S. G.; ROSA, J. M.; BORRELY, S. I. Toxicity and color reduction of a textile effluent containing reactive red 239 dye by electron beam irradiation. Radiation Physics and Chemistry, v. 172, p. 108765, 2020. DOI: https://doi.org/10.1016/j.radphyschem.2020.108765

GAUTAM, P.; KUMAR, S.; LOKHANDWALA, S. Advanced oxidation processes for treatment of leachate from hazardous waste landfill: a critical review. Journal of Cleaned Production, v. 237, p. 117639. DOI: https://doi.org/10.1016/j.jclepro.2019.117639

GIANNAKIS, S. A review of the concepts, recent advances and niche applications of the (photo) Fenton process, beyond water/wastewater treatment: Surface functionalization, biomass treatment, combatting cancer and other medical uses. Applied Catalysis B, v. 248, n. 5, p. 309-319, 2019. DOI: https://doi.org/10.1016/j.apcatb.2019.02.025

HITAM, C. N. C.; JALIL, A. A. A review on exploration of Fe2O3 photocatalyst towards degradation of dyes and organic contaminants. Journal of Environmental Management, v. 258, p. 110050, 2020. DOI: https://doi.org/10.1016/j.jenvman.2019.110050

HOLKAR, C. R.; JADHAV, A. J.; PINJARI, D. V.; MAHAMUNI, N. M.; PANDIT, A. B. A critical review on textile wastewater treatments: Possible approaches. Journal of Environmental Management, v. 182, p. 351-366, 2016. DOI: https://doi.org/10.1016/j.jenvman.2016.07.090

HOSSAIN, L.; SARKER, S. K.; KHAN, M. S. Evaluation of present and future wastewater impacts of textile dyeing industries in Bangladesh. Environmental Development, v. 26, p. 23-33, 2018. DOI: https://doi.org/10.1016/j.envdev.2018.03.005

HUANG, T.; YAN, L.; ZHENG, S.; WANG, X.; FAN, L.; LI, C.; ZHAO, Y.; MARTYNIUK, C. Discriminating modes of toxic action in mice using toxicity in BALB/c mouse fibroblast (3T3) cells. Chemosphere, v. 188, p. 73-80, 2017. DOI: https://doi.org/10.1016/j.chemosphere.2017.08.135

KHUZWAYO, Z.; CHIRWA, E. M. N. Analysis of catalyst photo-oxidation selectivity in the degradation of polyorganochlorinated pollutants in batch systems using UV and UV/TiO2. South African Journal of Chemical Engineering, v. 23, n. 17, 2017. DOI: https://doi.org/10.1016/j.sajce.2016.12.002

KUMAR, J. E.; MULAI, T.; KHARMAWPHLANG, W.; SHARAN, R. N.; SAHOO, M. K. Decolourisation, mineralisation and detoxification of mixture of azo dyes using Fenton and Fenton-type advanced oxidation processes. Chemical Papers, v. 74, n. 9, p. 3145-3159, 2020. DOI: https://doi.org/10.1007/s11696-020-01147-9

LIANG, J.; NING, X.; SUN, J.; SONG, J.; LU, J.; CAI, H.; HONG, Y. Toxicity evaluation of textile dyeing effluent and its possible relationship with chemical oxygen demand. Ecotoxicology and Environmental Safety, v. 166, p. 56-62, 2018. DOI: https://doi.org/10.1016/j.ecoenv.2018.08.106

MARTINS, L. M.; SILVA, C. E.; NEYO, J. M. M.; LIMA, A. S.; MOREIRA, R. F. P. M. Aplicação de Fenton, foto-Fenton e H2O2 no tratamento de efluente têxtil sintético contendo o corante preto biozol UC. Engenharia Sanitária e Ambiental, v. 16, n. 3, p. 261-270, 2011. DOI: https://doi.org/10.1590/S1413-41522011000300009

MIKLOS, D. B.; REMY, C.; JEKEL, M.; LINDEN, K. G.; DREWES, J. E. Evaluation of advanced oxidation processes for water and wastewater treatment - A critical review. Water Research, v. 139, p. 118-131, 2018. DOI: https://doi.org/10.1016/j.watres.2018.03.042

MONTEIRO, R. T.; SANTANA, R. M. R.; SILVA, A. M. R. B.; LUCENA, A. L. A.; ZAIDAN, L. E. M. C.; SILVA, V. L.; NAPOLEÃO, D. C. Degradation of the pharmaceuticals nimesulide and ibuprofen using photo-Fenton process: toxicity studies, kinetic modeling and use of artificial neural networks. Revista Eletrônica em Gestão, Educação e Tecnologia Ambiental, v. 22, p. 01-21, 2018. DOI: https://doi.org/10.5902/2236117031563

MORAES, N.; SANTANA, R.; GOMES, R.; JÚNIOR, S.; LUCENA, A.; ZAIDAN, L.; NAPOLEÃO, D. Performance verification of different advanced oxidation processes in the degradation of the dye acid violet 17: reaction kinetics, toxicity and degradation prediction by artificial neural networks. Chemical Papers, 2020.

NAPOLEÃO, D. C.; BRANDÃO, Y. B.; BENACHOUR, M.; SILVA, V. L. Estudo do processo Foto-Fenton para tratamento de fármacos: otimização e modelagem cinética. Scientia Plena, v. 9, n. 9, p. 1-9, 2013.

NASCIMENTO, G. E.; CAVALCANTI, V. O. M.; SANTANA, R. M. R.; RODRÍGUEZ-DÍAS, J. M.; VENDAS, D. C. S.; NAPOLEÃO, D. C.; DUARTE, M. M. M. B. Degradation of a Sunset Yellow and Tartrazine Dye Mixture: Optimization Using Statistical Design and Empirical Mathematical Modeling. Water, Air, & Soil Pollution, v. 231, n. 254, p. 2-17, 2020. DOI: https://doi.org/10.1007/s11270-020-04547-5

NASCIMENTO, G. E.; NAPOLEÃO, D. C.; SANTANA, R. M. R.; CHARAMBA, L. V. C.; OLIVEIRA, J. G. C.; MOURA, M. C.; COELHO, L. C. B. B.; DUARTE, M. M. M. B. Degradation of textile dyes Remazol Yellow Gold and reactive Turquoise: optimization, toxicity and modeling by artificial neural networks. Water Science and Technology, v. 2017, n. 3, p. 812-823, 2018. DOI: https://doi.org/10.2166/wst.2018.251

NIDHEESH, P. V.; GANDHIMATHI, R.; RAMESH, S. T. Degradation of dyes from aqueous solution by Fenton processes: a review. Environmental Science and Pollution Research, v. 20, p. 2099-2132, 2013. DOI: https://doi.org/10.1007/s11356-012-1385-z

OANCEA, P.; MELTZER, V. Kinetics of tartrazine photodegradation by UV/H2O2 in aqueous solution. Chemical Papers, v. 68, n. 1, p. 105-111, 2014. DOI: https://doi.org/10.2478/s11696-013-0426-5

OLIVEIRA, R. A. G.; ZANONI, T. B.; BESSEGATO, G. G.; OLIVEIRA, D. P.; UMBUZEIRO, G. A.; ZANONI, M. V. B. The chemistry and toxicity of hair dyes. Química Nova, v. 37, n. 6, p. 1037-1046, 2014. DOI: https://doi.org/10.5935/0100-4042.20140143

PAŹDZIOR, K.; BILIŃSKA, L.; LEDAKOWICZ, S. A review of the existing and emerging technologies in the combination of AOPs and biological processes in industrial textile wastewater treatment. Chemical Engineering Journal., v. 376, p. 120597, 2019. DOI: https://doi.org/10.1016/j.cej.2018.12.057

PUNZI, M.; ANBALAGAN, A.; BÖRNER, R. A.; SVENSSON, B-M.; JONSTRUP, M.; MATTIASSON, B. Degradation of a Textile Azo Dye Using Biological Treatment Followed by Photo-Fenton Oxidation: Evaluation of Toxicity and Microbial Community Structure. Chemical Engineering Transactions, v. 270, p. 290-299, 2015.

PUNZI, P.; ANBALAGAN, A.; BORNER, R.; SVENSSON, M.; JONSTRUP, M.; MATTIASSON, B. Degradation of a textile azo dye using biological treatment followed by photo-Fenton oxidation: evaluation of toxicity and microbial community structure. Chemical Engineering Journal, v. 270, p. 290-299, 2015. DOI: https://doi.org/10.1016/j.cej.2015.02.042

RAWAT, D.; SHYMSHARMA, R.; KARMAKAR, S.; SINGHARORA, L.; MISHRA, V. Ecotoxic potential of a presumably non-toxic azo dye. Ecotoxicology and Environmental Safety, v. 148, p. 528-537, 2018. DOI: https://doi.org/10.1016/j.ecoenv.2017.10.049

ROSA, J. M.; TAMBOURGI, E. B.; VANALLE, R. M.; GAMARRA, F. M. C.; SANTANA, J. C. C.; ARAÚJO, M. C. Application of continuous H2O2/UV advanced oxidative process as an option to reduce the consumption of inputs, costs and environmental impacts of textile effluents. Journal of Cleaner Production, v. 246, p. 119012, 2020. DOI: https://doi.org/10.1016/j.jclepro.2019.119012

SAHOO, M. K.; MARBANIANG, M.; SHARAN, R. N. UV light-assisted mineralisation and biodetoxification of Ponceau S with hydroxyl and sulfate radicals. Chemical Papers, v. 70, n. 8, p. 1066-1077, 2016. DOI: https://doi.org/10.1515/chempap-2016-0050

SANTANA, R. M. R.; NASCIMENTO, G. E.; NAPOLEÃO, D. C.; DUARTE, M. M. B. Degradation and kinetic study of Reactive blue BF-5G and Remazol red RB 133% dyes using Fenton and photo-Fenton process. Revista Eletrônica em Gestão, Educação e Tecnologia Ambiental, v. 21, n. 2, p. 104-118, 2017.

SARKAR, S.; BHATTACHARJEE, C.; CURCIO, S. Studies on adsorption, reaction mechanisms and kinetics for photocatalytic degradation of CHD, a pharmaceutical waste. Ecotoxicology and Environmental Safety, v. 121, p. 154-163, 2015. DOI: https://doi.org/10.1016/j.ecoenv.2015.04.036

SLAMANI, S.; ABDELMALEK, F.; GHEZZAR, M. R.; ADDOU, A. Initiation of Fenton process by plasma gliding arc discharge for the degradation of paracetamol in water. Journal of Photochemistry and Photobiology A, v. 359, p. 1-10, 2018. DOI: https://doi.org/10.1016/j.jphotochem.2018.03.032

SOUZA, E. F.; PORTO, M. B.; POMPERMAYER, N. B.; BERGAMO, M. H. S. Comparação dos processos de síntese e do desempenho de fotocatalisadores para a degradação do corante rodamina B. Engenharia Sanitária e Ambiental, v. 23, n. 4, p. 791-799, 2018. DOI: https://doi.org/10.1590/s1413-41522018149826

SPARLING, D. W. Ecotoxicology Essentials – Environmental Contaminants and Their Biological Effects on Animals and Plants. 1 ed., Londres, Elsevier, 2016. DOI: https://doi.org/10.1016/B978-0-12-801947-4.00009-3

SYAM BABU, D.; SRIVASTAVA, V.; NIDHEESH, P. V.; KUMAR, M. S. Detoxification of water and wastewater by advanced oxidation processes. Science of the Total Environment, v. 696, p. 133961, 2019. DOI: https://doi.org/10.1016/j.scitotenv.2019.133961

TORRADES, F.; GARCÍA-MONTAÑO, J. Using central composite experimental design to optimize the degradation of real dye wastewater by Fenton and photo-Fenton reactions. Dyes Pigments, v. 100, p. 184-189, 2014. DOI: https://doi.org/10.1016/j.dyepig.2013.09.004

YOUNG, B. J.; RIERA, N. I.; BEILY, M. E.; BRES, P. A.; CRESPO, D. C.; RONCO, A. E. Toxicity of the effluent from an anaerobic bio reactor treating cereal residues on Lactuta sativa. Ecotoxicology and Environmental Safety, v. 76, p. 182-186, 2012. DOI: https://doi.org/10.1016/j.ecoenv.2011.09.019

ZAIDAN, L. E. M. C.; SALES, R. V. L.; SALGADO, J. B. A.; SILVA, A. M. R. B.; NAPOLEÃO, D. C.; RODRÍGUEZ-DÍAZ, J. M.; MARQUES, O. M.; BENACHOUR, M.; SILVA, V. L. Photodegradation applied to the treatment of phenol and derived substances catalyzed by TiO2/BiPO4 and biological toxicity analysis. Environmental Science and Pollution Research, v. 24, p. 6002-6012, 2017. DOI: https://doi.org/10.1007/s11356-015-5952-y

ZANONI, M. V. B.; YAMANAKA, H. Corantes: caracterização química, toxicológica, métodos de detecção e tratamento. 1 ed, São Paulo, Cultura Acadêmica, 2016.

ZHANG, G.; ZHANG, S. Quantitative structure-activity relationship in the photodegradation of azo dyes. International Journal of Environmental Science and Technology, v. 90, p. 41-50, 2020. DOI: https://doi.org/10.1016/j.jes.2019.11.009

ZHOU, Y.; LU, J.; ZHOU, Y.; LIU, Y. Recent advances for dyes removal using novel adsorbents: A review. Environmental Pollution, v. 252(part A), p. 352-365, 2019. DOI: https://doi.org/10.1016/j.envpol.2019.05.072

ZHU, Y.; ZHU, R.; XI, T.; ZHU, J.; ZHU, G.; HE, H. Strategies for enhancing the heterogeneous Fenton catalytic reactivity: A Review. Applied Catalysis B, v. 255, p. 117739, 2019. DOI: https://doi.org/10.1016/j.apcatb.2019.05.041

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2021-04-06 — Updated on 2022-07-28

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Oliveira, M. A. S. de, Neves, N. S. da C. S., Santana, R. M. da R., Lucena, A. L. A. de, Zaidan, L. E. M. C., Cavalcanti, V. D. O. M., Silva, G. L. da, & Napoleão, D. C. (2022). Employment of advanced oxidation processes in the degradation of a textile dye mixture: evaluation of reaction parameters, kinetic study, toxicity and modeling by artificial neural networks. Revista Eletrônica Em Gestão, Educação E Tecnologia Ambiental, 25, e12. https://doi.org/10.5902/2236117063909 (Original work published April 6, 2021)

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