Application of the differential neural network observer to the kinetic parameters identification of the anthracene degradation in contaminated model soil

Journal of Hazardous Materials

Volumn 146, Issue 3, 2007, Pages 661-667

  Poznyak, Tatyana ^a   García, Alejandro ^b   Chairez, Isaac ^b   Gómez, Miriam ^a   Poznyak, Alexander ^b  

^a INSTITUTO POLITÉCNICO NACIONAL   (Mexico)

^b DEPARTAMENTO DE FÍSICA   (Mexico)

Author keywords

Anthracene; Differential neural network observer; Model soil; Ozonation

Indexed keywords

ANTHRACENE; CONCENTRATION (PROCESS); CONTAMINATION; KINETIC PARAMETERS; NEURAL NETWORKS; OZONIZATION;

DIFFERENTIAL NEURAL NETWORK OBSERVER (DNNO); MODEL SOIL;

SOIL SURVEYS;

ANTHRACENE; OZONE; PHTHALIC ACID;

ANTHRACENE; CONCENTRATION (PROCESS); CONTAMINATION; KINETIC PARAMETERS; NEURAL NETWORKS; OZONIZATION; SOIL SURVEYS;

CONCENTRATION (COMPOSITION); DEGRADATION; ESTIMATION METHOD; IDENTIFICATION METHOD; KINETICS; MODELING; OZONE; PAH; SAND; SOIL POLLUTION;

ARTICLE; DEGRADATION; DIFFERENTIAL NEURAL NETWORK OBSERVER; HIGH PERFORMANCE LIQUID CHROMATOGRAPHY; KINETICS; MATHEMATICAL MODEL; NERVE CELL NETWORK; OZONATION; SOIL POLLUTANT; SOIL POLLUTION; ULTRAVIOLET SPECTROPHOTOMETRY;

ANTHRACENES; KINETICS; NEURAL NETWORKS (COMPUTER); OXIDANTS, PHOTOCHEMICAL; OZONE; SOIL POLLUTANTS;

EID: 34447103311     PISSN: 03043894     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhazmat.2007.04.103     Document Type: Article

References (33)

1. Dabestani R., and Ivanov I.N. A Compilation of physical, spectroscopic and photophysical properties of polycyclic aromatic hydrocarbons. Photochem. Photobiol. 70 (1999) 10-34
2. Fouillet B., Chambon P., Castegnaro M., and Weill N. Effects of ozonation on mutagenic activity of polyciclic aromatic hydrocarbons. Bull. Environ. Contam. Toxicol. 47 (1991) 1-7
3. Menzie C.A., Potocki B.B., and Santodonato J. Exposure to the carcinogenic PAHs in the environment. Environ. Sci. Technol. 26 (1992) 1278-1284
4. Andelman J.B., and Snodgrass J.E. Incidence and significance of polynuclear aromatic hydrocarbons in the water environments. Crit. Rev. Environ. Control 4 (1974) 69-83
5. Andelman J.B., and Suess M.J. Polynuclear aromatic hydrocarbons in the water environment. Bull. WHO 43 (1970) 479-488
6. Christensen E.R., and Zhang X. Sources of polycyclic aromatic hydrocarbons to Lake Michigan determined from sedimentary records. Environ. Sci. Technol. 27 (1993) 139-146
7. Carreón B.Y., Moran M., Soto R., Esquivel A., Hernández S., and Mugica V. Polycyclic aromatic hydrocarbons in sediments of Xochimilco canals. Proceedings of the Third Iberoamerican Congress of Physics and Chemistry of Environment. Tlaxcala, México, October 6-10 (2003) 147-151
8. Saval S., Maya L., Guzman A.G., Lopez R., Pérez A., and Vilchis L.F. Presence of polycyclic aromatic hydrocarbons and phenolic compounds in soil near railway. Proceedings of the Third Iberoamerican Congress of Physics and Chemistry of Environment. Tlaxcala, México, October 6-10 (2003) 78-82
9. Goi A., and Trapido M. Degradation of polycyclic aromatic hydrocarbons in soil: the fenton reagent versus ozonation. Environ. Technol. 25 (2004) 155-164
10. Wang X., and Bartha R. Effects of bioremadiation on toxicity, mutagenesis and microbiota in hydrocarbon-polluted soils. In: Wise D.L., and Trantolo D.J. (Eds). Remediation of Hazardous Waste Contaminated Soils (1994), Marcel Dekker Publish, New York 175-197
11. Rahman K.S., Trahira-Rahman J., Lakshmanaperumalsamy P., and Banat I.M. Towards eEfficient crude oil degradation by a mixed bacterial consortium. Bioresour. Technol. 85 (2002) 257-261
12. Ohlenbusch G., Hesse S., and Frimmel F.H. Effects of ozone treatment on the soil organic matter on contaminated sites. Chemosphere 37 (1998) 1557-1560
13. Stehr J., Müller T., Svensson K., Kamnerdpetch C., and Scheper T. Basic examinations on chemical pre-oxidation by ozone for enhancing bioremediation of Phenanthrene contaminated soils. Appl. Microbiol. Biotechnol. 51 (2001) 803-809
14. Ahn Y., Jung H., Tatavarty R., Choi H., Yang J.W., and Kim In.S. Monitoring of petroleum hydrocarbons degradative potential of indigenous microorganisms in ozonated Soil. Biodegradation 16 (2005) 45-56
15. O'Mahony M., Dobson A., and Barnes J. The use of ozone in the remediation of polycyclic aromatic hydrocarbon contaminated soil. Chemosphere 63 2 (2006) 307-314
16. Kulik N., Goi A., Trapido M., and Tuhkanen T. Degradation of polycyclic aromatic hydrocarbons by combined chemical pre-oxidation and bioremediation in creosote contaminated soil. Environ. Manage. 8 (2006) 382-391
17. Watts R.J., and Dilly S.E. Evaluation of iron catalysts for the fenton-like remediation of diesel-contaminated soils. J. Hazard. Mater. 51 (1996) 209-224
18. Kong S., Watts R.J., and Choi J.-H.-. Treatment of petroleum-contaminated soils using iron mineral catalyzed hydrogen peroxide. Chemosphere 37 8 (1998) 1473-1482
19. Watts R.J., Haller D.R., Jones A.P., and Teel A.L. A foundation for the risk-based treatment of gasoline-contaminated soils using modified fenton's reactions. J. Hazard. Mater. B76 (2000) 73-89
20. Jung H., Ahn Y., Kim I.S., and Choi H. Effects of in-situ ozonation on indigenous microorganisms in diesel-contaminated soil. Abstracts of the Second International Conference on Oxidation and Reduction Technologies for in situ Treatment of Soil and Groundwater. Toronto, Ontario, Canada (2002) 98
21. Lee B.-T., and Kim K.-W. Ozonation of diesel fuel in unsaturated porous media. Appl. Geochem. 17 8 (2002) 1165-1170
22. Choi H., Lim H.N., Kim J., Hwang T.M., and Kang J.W. Transport characteristics of gas phase ozone in unsaturated porous media for in-situ chemical oxidation. J. Contam. Hydrol. 57 (2002) 81-98
23. Kim J., and Choi H. Modeling in situ ozonation for the remediation of nonvolatile PAH-contaminated unsaturated soils. J. Contam. Hydrol. 55 (2002) 261-285
24. Shin W.T., Garanzuay X., Yiacoumi S., Tsouris C., Gu B., and Mahinthakumar G. Kinetics of soil ozonation: an experimental and numerical investigation. J. Contam. Hydrol. 72 (2004) 227-243
25. A.S Poznyak, E.N. Sanchez, Y. Wen, Dynamic neural networks for nonlinear control: identification, State Estimation And Trajectory Tracking, World Scientific, New Jersey, London, Singapore, Hong Kong, 2001.
26. Chairez I., Poznyak A., and Poznyak T. Model free sliding mode neural observer for ozonation reaction. Proceedings of the Eighth International Workshop on Variable Structure Systems. Villanova i la Geltrú, Spain (2004) 6-8
27. Poznyak T., Chairez I., and Poznyak A. Application of the model-free neural observer to the phenols ozonation in water: simulation and kinetic parameters identification. Water Res. 39 12 (2005) 2611-2620
28. T.A. Abdollahi, H. Talebi, R.V. Patel, A stable neural network-based observer with application to flexible-joint manipulators, IEEE Trans. Neural Networks 17 (2006) 118-129.
29. Dochain D. State and parameter estimation in chemical and biochemical processes: a tutorial. J. Process Control 13 (2003) 801-818
30. Raïssi T., Ramdani N., and Candau Y. Bounded error moving horizon state estimator for non-linear continuous-time systems: application to a bioprocess system. J. Process Control 15 (2005) 537-545
31. Alamo T., Bravo J.M., and Camacho E.F. Guaranteed state estimation by zonotopes. Automatica 41 (2005) 1035-1043
32. Haykin S. Neural Networks: A Comprehensive Foundation. second ed. (1999), Prentice-Hall
33. Pillutla S., and Keyhani A. Development and implementation of neural network observers to estimate the state vector of a synchronous generator from on-line operating data. IEEE Trans. Energy Convers. 14 4 (1999) 1081-1087