School of Electrical Engineering and Information Petroleum University 610500;
State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation 610500;
School of Oil&Gas Engineering Petroleum University 610500;
School of Computer Science Petroleum University 610500;
gas drilling; safety risk; intelligent risk identification; few-shot learning; convolution neural network; measurement while drilling;