 The development of various monitoring techniques incorporating vibration, motors current signature, and acoustic emission signals analysis is critical for system safety, cost savings, and increased reliability. A test rig was built to replicate and investigate bearing problems using an accelerometer and load cell for collecting vibration signals and applied load on bearings, respectively. The time domain signal analysis technique was used to convert the acquired vibration signals into the frequency domain and analyze the generated fault frequencies, which were compared with theoretical values extracted from equations. This method proved effective in detecting the fault generated. This article was authored by Saaja Jawad and Allah Jaber.