Particle filters for remaining useful life estimation of abatement equipment used in semiconductor manufacturing

Abstract

Prognostics is the ability to predict the remaining useful life of a specific system, or component, and represents a key enabler of any effective condition-based-maintenance strategy. Among methods for performing prognostics such as regression and artificial neural networks, particle filters are emerging as a technique with considerable potential. Particle… (More)

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