Thermal parameters of centrifugal compressor are used for fault diagnosis.

Improved qualitative simulation based fault diagnosis method is proposed.

Qualitative models under normal and two faulty conditions are built.

The qualitative trends of variables' observations are extracted online.

A sliding window based model matching strategy is applied for fault diagnosis.