In this paper，characteristics of spindle rotation error motion is analysed. A new error compensation scheme based on Time Series Theory is presented. Digital Signal processor TMS32010 is used in compensation system so that complicated control algorithm can be realized on line. The workpiece roundness，after compensation may，reach around 0.4μm，about 35～50% improvement.