Frequency domain analysis is a method used to examine signals or systems based on their frequency components, rather than their time-based characteristics. By transforming time-domain data into the frequency domain, engineers can gain insight into the system's behavior, identify resonant frequencies, and diagnose issues such as noise and vibrations in mechanical systems.
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