Pressure signal in compressor consists of rich state information of the engine, which is valuable for fault diagnosis. Applying fractal theories to the analysis of the pressure data of a compressor before and after surge, this paper calculates its correlation dimension. The correlation dimension is sensitive to the stall signal of engine and can be used as an important characteristic for stall detection.