Abstract: On the basis of analysis of the characteristics of historical data and monitoring parameters in mine safety and monitoring and control system, a new data storage model based on database technology and a new algorithm of data compression based on error were put forward. The performance of the algorithm was analyzed in detail. Simulating by Matlab, the result is satisfied.