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Application of neural networks in analysis of thermal decomposition of CoSO4·7H2O

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Abstract

Thermal decomposition of CoSO4·7H2O was investigated by simultaneous DTA-TG techniques and XRD method. Neural networks were used for DTA-TG curves analysis. Additionally, the network architecture (GRNN - Generalized Regression Neural Networks) and its statistical parameters were calculated. This method permits to generate DTA-TG curves without using kinetic models.

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References

  1. M. Brown, D. Dollimore and A. K. Galwey, Reactions in the Solid State. Comprehensive Chemical Kinetics, Vol. 22, Elsevier, Amsterdam 1980.

    Google Scholar 

  2. S. Vyazovkin and Ch. A. Wight, Thermochim. Acta, 340-341 (1999) 53.

    Article  CAS  Google Scholar 

  3. D. Fătu, J. Therm. Anal. Cal., 66 (2001) 549.

    Article  Google Scholar 

  4. J. J. Pysiak and Y. A. Albadwi, J. Therm. Anal. Cal., 68 (2002) 169.

    Article  CAS  Google Scholar 

  5. J. J. Pysiak and Y. A. Albadwi, J. Therm. Anal. Cal., 70 (2002) 423.

    Article  CAS  Google Scholar 

  6. K. S. Khairou, J. Therm. Anal. Cal., 69 (2002) 583.

    Article  CAS  Google Scholar 

  7. P. Wójtowicz, Polish version of STATISTICA Neural Networks. http://www.statsoft.pl/czytelnia/neuron/pwesnn.html

  8. F. Paulik, Special trends in thermal analysis, Wiley & Sons Ltd., New York 1995.

    Google Scholar 

  9. J. Straszko, M. Olszak-Humiennik and J. Mozejko, J. Therm. Anal. Cal., 59 (2000) 935.

    Article  CAS  Google Scholar 

  10. E. Ingier-Stocka, J. Therm. Anal. Cal., 65 (2001) 561.

    Article  CAS  Google Scholar 

  11. B. Małecka, E. Dróżdż-Cieśla and A. Małecki, J. Therm. Anal. Cal., 68 (2002) 819.

    Article  Google Scholar 

  12. V. Jordanovska, B. Boyanow and Lj. Pejov, J. Therm. Anal. Cal., 71 (2003) 629.

    Article  CAS  Google Scholar 

  13. V. Jordanovska, P. Naumow, B. Boyanow and R. Trojko, J. Therm. Anal. Cal., 59 (2000) 859.

    Article  CAS  Google Scholar 

  14. V. Petkova and Y. Pelovski, J. Therm. Anal. Cal., 64 (2001) 1037.

    Article  CAS  Google Scholar 

  15. V. Petkova and Y. Pelovski, J. Therm. Anal. Cal., 64 (2001) 1025.

    Article  CAS  Google Scholar 

  16. Y. Pelovski, V. Petkova and S. Nikolov, Thermochim. Acta, 274 (1996) 273.

    Article  CAS  Google Scholar 

Download references

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Authors and Affiliations

  1. Faculty of Chemical Engineering, Institute of Chemistry and Environment Protection, Technical University of Szczecin, al. Piastów 42, 71-065, Szczecin, Poland

    Elżbieta Tomaszewicz & M. Kotfica

Authors
  1. Elżbieta Tomaszewicz
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  2. M. Kotfica
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Tomaszewicz, E., Kotfica, M. Application of neural networks in analysis of thermal decomposition of CoSO4·7H2O. Journal of Thermal Analysis and Calorimetry 74, 583–588 (2003). https://doi.org/10.1023/B:JTAN.0000005197.33066.f5

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  • DOI: https://doi.org/10.1023/B:JTAN.0000005197.33066.f5

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