Deep learning based monitoring of furnace combustion state and measurement of heat release rate
Sign Up to like & getrecommendations! Published in 2017 at "Energy"
DOI: 10.1016/j.energy.2017.05.012
Abstract: Effective and efficient monitoring of furnace combustion state and measurement of heat release rate are important and pressing problems in the power industry. However, traditional methods including image segmentation based methods, feature based methods and… read more here.
Keywords: state; combustion; release rate; combustion state ... See more keywords
Combustion states distinction of the methane/oxygen laminar co-flow diffusion flame at high pressure
Sign Up to like & getrecommendations! Published in 2019 at "Fuel"
DOI: 10.1016/j.fuel.2019.01.113
Abstract: Abstract Compared to turbulent combustion in practical combustion devices, a co-flow laminar diffusion flame is the simplest configuration from which the interactions between flow field and reactions can be readily studied. High pressure combustion experiments… read more here.
Keywords: combustion states; combustion state; flame; diffusion flame ... See more keywords
Predicting the combustion state of rotary kilns using a Convolutional Recurrent Neural Network
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Process Control"
DOI: 10.1016/j.jprocont.2019.10.009
Abstract: Abstract The combustion state of rotary kilns during normal burning conditions is critical for entire industrial production processes. However, predicting this state is also challenging. To date, no-one has tried directly using flame images to… read more here.
Keywords: state; neural network; combustion state; recurrent neural ... See more keywords