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Modeling of particle radiation interaction in solid fuel combustion with artificial neural networks

Gronarz T., Habermehl M., Kneer R.

Journal of Power Technologies

2016

Vol. 96, nr 3

206--211

In the present investigation, artificial neural networks are applied to model scattering and absorption properties occurring in particle radiation interaction for numerical simulation of pulverized coal combustion. To determine averaged scattering and absorption properties, an averaging procedure over spectral incident radiation profile and particle size distribution is applied. These averaged properties then are approximated by means of an artificial neural network. A study to determine a suitable network architecture is performed.