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Symbolic Analysis-based Reduced Order Markov Modeling of Time Series Data
In the second example, the data set is taken from NASA's data repository for prognostics of bearings on rotating shafts.
A textual transform of multivariate time-series for prognostics
In this paper, we present a novel data-driven approach to prognostics that employs a novel textual representation of multivariate temporal sensor observations for predicting the future health state of the monitored equipment early in its life.
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