METHOD FOR PREDICTING SPONTANEOUS IGNITION OF COAL STOCKPILE USING DEEP NEURAL NETWORK

摘要

The present invention relates to a method for predicting spontaneous ignition of a coal stockpile using a deep neural network, the method comprising the steps of: inputting temperature and environmental data associated with spontaneous ignition of a coal stockpile into an input layer node of a deep neural network; and predicting spontaneous ignition using a sigmoid activation function in hidden nodes 1 and 2 of the deep neural network, and outputting to an output layer node.