This article focuses on determining the vibration parameters based on the analysis of vibrations in the spindle unit housing of metal cutting machines. Studying the dynamics of spindle systems is crucial for improving the efficiency of mechanical processes. The research presents methods for analyzing different types of vibrations, determining optimal working conditions, and methods for eliminating system malfunctions. The paper includes methodology, analysis techniques, and experimental results.