spike energy is a tool which is very sensitive/effective in identifying the unique types of high frequency energy present in repetitive impacting type events. An increase in spike energy will usually be one of the earliest indicators of a rolling-element bearing defect. Furthermore the distintive fault frequency associated with the defect (BPFO, BPFI, 2xBSF, FTF) will show up in a clearer and easier-to identify pattern in the spike energy spectrum (usually at it's fundamental frequency) as compared to the regular spectrum (usually a haystack of harmonics of fault frequencies in a wide range around 100kcpm)