Fuel cell (FC) is a promising alternative energy source in wide range of applications. Due to the unsatisfactory durability performance, FC has not yet been widely used. Prognostics and health management (PHM) demonstrated be an effective solution enhance performance by predicting degradation characteristics adopting condition based control maintenance. As primary task PHM, prognostics seeks es...

Proton exchange membrane fuel cells are considered a promising power supply system with high efficiency and zero emissions. They typically work within relatively narrow range of temperature humidity to achieve optimal performance; however, this makes the difficult control, leading faults accelerated degradation. Two main approaches can be used for diagnosis, limited data input which provides an...