This calculator utilizes models developed for two decades’ worth of temperature and vibration data acquired from Association of American Railroads (AAR) class F and K bearings run at the University of Texas Rio Grande Valley (UTRGV) laboratory testing facilities. The collected datasets come from class F and K bearings sourced from a few bearing manufacturers in North America that utilize different types and brands of grease to build their bearings and several types of seal configurations. Note that class F and K bearings represent about 90% of all railroad bearings in freight rail revenue service in North America.