A method of predicting the remaining operational life of a component including generating a plurality of component data utilizing a machinery monitoring system including a database having at least one rule set, the component data indicative of a least one operational parameter of the component, trending the component data utilizing the rule set, and extrapolating the trended data to facilitate predicting the remaining operational life of the component.