most citedHidden Markov Models and their Application for Predicting Failure Events

16 citations · 16 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2020★ 16 cited

Hidden Markov Models and their Application for Predicting Failure Events

Paul Hofmann, Zaid Tashman

We show how Markov mixed membership models (MMMM) can be used to predict the degradation of assets. We model the degradation path of individual assets, to predict overall failure r…