Kinetic thermal decomposition studies of thalidomide under non-isothermal and isothermal conditions

被引:11
|
作者
Ferreira, Barbara D. L. [1 ]
Araujo, Natalia R. S. [1 ]
Ligorio, Raphael F. [1 ]
Pujatti, Fabricio J. P. [2 ]
Mussel, Wagner N. [1 ]
Yoshida, Maria Irene [1 ]
Sebastiao, Rita C. O. [1 ]
机构
[1] Univ Fed Minas Gerais, Dept Quim, Inst Ciencias Exatas, Belo Horizonte, MG, Brazil
[2] Univ Fed Minas Gerais, Dept Engn Mecan, Escola Engn, Belo Horizonte, MG, Brazil
关键词
Kinetic decomposition models; Artificial neural network; Thermal decomposition; Thalidomide decomposition; ARTIFICIAL NEURAL-NETWORK; SOLID-STATE REACTIONS; ACTIVATION-ENERGY; COMPUTATIONS;
D O I
10.1007/s10973-018-7568-1
中图分类号
O414.1 [热力学];
学科分类号
摘要
Thermogravimetric analysis (TG) was used to investigate kinetic thermal decomposition process of thalidomide under non-isothermal and isothermal conditions. For the isothermal treatment, a methodology based on multilayer perceptron neural networks was adopted using four isothermal experimental data. These temperatures were chosen once they are near to the most important loss of mass of the material. Fifteen well-established models for solid thermal decomposition were used in the network to describe the process. The contraction models were selected by the network as a preferable set as they presented small residual error to fit the data. The neural network architecture allows quantifying the contribution of each model in the process description and also corrects the kinetic functions. Nitrogen atmosphere was used, and the experiments were performed at 293, 304, 314 and 324 degrees C. In the non-isothermal analysis, the activation energy was calculated through Friedman, Vyazovkin and Kissinger-Akahira-Sunose methods. For these experiments, N-2 atmosphere was also used at four heating rates: 2.5, 5.0, 10 and 20 degrees C min(-1). The activation energy was calculated as 98-108 kJ mol(-1) for all the methods. The results were compared and analyzed to predict thermal decomposition for the medicines.
引用
收藏
页码:773 / 782
页数:10
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