A prognosis method using age-dependent hidden semi-Markov model for equipment health prediction

A tutorial on hidden Markov models and selected applications in speech recognition

L. R. Rabiner · Proceedings of the IEEE · 1989 · 22.6K citations

Engineering, Machine Learning, Hidden States +19

<i>Review Article</i> : Methods for Fault Detection, Diagnostics, and Prognostics for Building Systems—A Review, Part I

Srinivas Katipamula, Michael R. Brambley · HVAC&R Research · 2005 · 885 citations

Software Maintenance, Fault Diagnosis, Fdd Methods +22

AN INTRODUCTION TO HIDDEN MARKOV MODELS AND BAYESIAN NETWORKS

Zoubin Ghahramani · International Journal of Pattern Recognition and Artificial Intelligence · 2001 · 687 citations

Bayesian Statistic, Engineering, Machine Learning +12

A particle-filtering approach for on-line fault diagnosis and failure prognosis

Marcos E. Orchard, George Vachtsevanos · Transactions of the Institute of Measurement and Control · 2009 · 451 citations

Reliability, Fault Diagnosis, Reliability Engineering +15

A segmental hidden semi-Markov model (HSMM)-based diagnostics and prognostics framework and methodology

Ming Dong, David He · Mechanical Systems and Signal Processing · 2006 · 307 citations

Engineering, Data Science, Prognostics Framework +8