The document presents a study on the performance prediction of centrifugal compressors using various turbulence models in Computational Fluid Dynamics (CFD). The investigation found that the Reynolds Stress Model (RSM) is superior for accurate performance predictions due to the complex flow phenomena in centrifugal compressors, despite its higher computational cost. Additionally, the study addresses surge and choke phenomena, noting the conditions under which these occur and their implications on compressor performance.