At first, the vibration signals of gas valve for reciprocating compressor are decomposed into several intrinsic mode functions by EMD, and then correlation dimension for every IMF is extracted.

• 首先利用EMD方法分解压缩机气阀振动信号，得到若干个固有模态函数分量，然后计算固有模态函数分量的关联维数。