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...White paper a learning publication from full spectrum diagnostics the vibration periodic table new flow chart for analysis daniel t ambre pllc twist on interpreting faults figure original concept of elements was invented in by dmitri mendeleev design and can sometimes induce overall structural motions reflects groupings chemical properties atomic phase response each providing clues to weights element forms solids gases liquids underlying machinery fault is elegant orderly even if you have forgotten all aspects your high school chemistry class this amplitude component tells analyst that where we begin measurement may be out family with groups similar machine types or classes frequencies are generated fft patterns related function not unlike world rolling bearings gear teeth turbine blades also built there unifying etc sets indicate normal commonalities mechanical systems such as rotating operation onset defects shafts gears like sources diagnostic tool allows create measureable amplitud...