To address the problem of accurate forecast, this paper adopts dynamic parameter estimation policy to ARMA model. This method has very higher matching ratio and can sufficiently guide the adjustment of storage system. 为提高预测的准确性,提出了动态参数估计的策略,使得预测值的匹配率达到很高的比例,能充分指导对存储系统的调节。