Fast Fourier Transform (FFT) is an algorithm that converts a time-domain signal, such as vibration or current, into its constituent frequency components. It is a cornerstone of condition monitoring, allowing engineers to pinpoint the exact root causes of mechanical and electrical faults in rotating machinery.