Combustion stability monitoring through flame imaging and stacked sparse autoencoder based deep neural network

•A novel deep learning model is established for predicting combustion stability.•Automatic generation of combustion stability label is achieved.•Quantitative and qualitative evaluation of combustion stability are presented.•Generalization and robustness of the model are verified. Combustion instabil...

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