Failure Prognostics

Failure Prognostics is the academic discipline within predictive maintenance that focuses on estimating the remaining useful life of a system or component by analyzing degradation patterns and predicting the onset of failure under operational conditions.

333

Publications

16.1K

Citations

934

Authors

376

Institutions

Publications per year

2017–2026

145

Parents

Condition-based MaintenancePredictive Maintenance

Publications

333

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 · 453 citations

Computing, Computer Science, Systems Engineering +17

A Data-Driven Failure Prognostics Method Based on Mixture of Gaussians Hidden Markov Models

Diego Tobon-Mejia, Kamal Medjaher, Noureddine Zerhouni et al. · IEEE Transactions on Reliability · 2012 · 351 citations

Engineering, Data Science, Condition Assessment +16

A data-driven fuzzy approach for predicting the remaining useful life in dynamic failure scenarios of a nuclear system

Enrico Zio, Francesco Di Maio · Reliability Engineering & System Safety · 2009 · 329 citations · Full text

Engineering, Nuclear Engineering, Systems Engineering +17

A new dynamic predictive maintenance framework using deep learning for failure prognostics

Khanh T.P. Nguyen, Kamal Medjaher · Reliability Engineering & System Safety · 2019 · 317 citations · Full text

Engineering, Computer Science, Industrial Engineering +16

Failure Prognosis and Applications—A Survey of Recent Literature

Mojtaba Kordestani, Mehrdad Saif, Marcos E. Orchard et al. · IEEE Transactions on Reliability · 2019 · 294 citations

Engineering, Systems Engineering, Fault-tolerant Systems +16

1–5 of 333

Authors

934

MP
Michael Pecht
University of Maryland, College Park, United States
20 publications · 817 citations
15
h-index
GV
George Vachtsevanos
Georgia Institute of Technology, United States
15 publications · 1K citations
13
h-index
ME
Marcos E. Orchard
University of Chile, Chile
15 publications · 1.3K citations
13
h-index
NZ
Noureddine Zerhouni
Franche-Comté Électronique Mécanique Thermique et Optique - Sciences et Technologies, France
11 publications · 739 citations
11
h-index
KM
Kamal Medjaher
Centre National de la Recherche Scientifique, France
11 publications · 1.1K citations
11
h-index

1–5 of 934

Institutions

376

1–8 of 376

Venues

Reliability Engineering & System Safety
17 publications · 2K citations
17
h-index
IEEE Transactions on Reliability
12 publications · 1.1K citations
11
h-index
Annual Conference of the PHM Society
Conference · 10 publications · 187 citations
10
h-index
IEEE Access
8 publications · 416 citations
8
h-index
IEEE Transactions on Instrumentation and Measurement
6 publications · 302 citations
6
h-index

1–5