PC-based and stand alone data collection and analysis equipment comprised of computer hardware and software, circuit boards, sensors and cabling for detecting and measuring friction, shock and dynamic load transfers between moving parts in rotating machinery to determine the existence of machine defects, identify which machine components are affected by the defects, document the progression of damage and to predict machine failure