“…Failure prognostics specifically deals with the prediction of damage progression, end of useful life (EOL), and remaining useful life (RUL) of a component. Based on these predictions, maintenace can be optimized (Tian, Jin, Wu, & Ding, 2011;Camci, 2009) and/or loads can be reallocated to slow damage progression (Bole et al, 2010;Graham, Dixon, Hubbard, & Harrington, 2014). In cryogenic propellant loading systems (Barber, Johnston, & Daigle, 2013;Zeitlin, Clements, Schaefer, Fawcett, & Brown, 2013), most hardware faults are observed in the valves controlling the flow of propellant (Daigle & Goebel, 2011a), therefore, valve prognostics is a critical technology for safe and efficient cryogenic loading operations.…”