This talk will cover our use of the PI Analysis Framework to provide a standard structure for calculating statistical values across multiple different SCADA vendors to identify abnormal behavior among groups of turbines. By using the data from the PI System, PI Alarms, and the PI Analysis Framework we are able to use the system tools to sift through large amounts of data to identify turbines that require maintenance before the problems become more significant.