Production safety is the most important problem in coal mine production, which requires us to monitor and monitor the coal mine production process in real time. Therefore, under the computer technology, we can carry out multi-sensor acquisition, including gas concentration, carbon monoxide content, environmental pressure, humidity, etc., which can collect and monitor the underground operation in real time. Through computer technology, coal mining enterprises can monitor and control safety production in real time. Through the sensor, we can monitor the working state of equipment, such as circulating fan, high-pressure water pump, winch and motor, which can deal with a variety of abnormal production problems, such as over-voltage, power loss of current, lack of phase. With the application of various sensors, the information system will collect more and more data, which will lead to great challenges for coal mine safety monitoring system. Therefore, we must enhance the data processing system, which will better coordinate the data interaction of various subsystems. Through the data processing system, we can improve the efficiency of coal mine safety monitoring, which will ensure the smooth operation of coal mining enterprises. Firstly, this paper analyzes the coal mine safety monitoring system. Then, this paper analyzes the source of the data. Finally, this paper analyzes the processing method.