Fault Prognosis

Fault Prognosis is a predictive diagnostic methodology within condition monitoring and fault management that specifically entails the systematic estimation of the future evolution and remaining useful life of a system’s degradation trajectory to enable preemptive maintenance and control actions.

799

Publications

46.4K

Citations

1.9K

Authors

633

Institutions

Publications per year

2017–2026

391

Parents

Condition MonitoringFault DiagnosisFault ManagementFault-tolerant ControlMaintenance DiagnosticsPowertrain Diagnostics

Publications

799

Prognostics and health management design for rotary machinery systems—Reviews, methodology and applications

Jay Lee, Fangji Wu, Wenyu Zhao et al. · Mechanical Systems and Signal Processing · 2013 · 1.5K citations

Engineering, Operations Management, Maintenance Engineering +11

<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 · 907 citations

Engineering, Architectural Engineering, Systems Engineering +14

Data fusion and machine learning for industrial prognosis: Trends and perspectives towards Industry 4.0

Alberto Diez-Olivan, Javier Del Ser, Diego Galar et al. · Information Fusion · 2018 · 617 citations

Computing, Computer Science, Industrial Engineering +17

The emerging graph neural networks for intelligent fault diagnostics and prognostics: A guideline and a benchmark study

Tianfu Li, Zheng Zhou, Sinan Li et al. · Mechanical Systems and Signal Processing · 2021 · 609 citations

Computing, Computer Science, Artificial Intelligence +15

Intelligent prognostics tools and e-maintenance

Jay Lee, Jun Ni, Dragan Djurdjanović et al. · Computers in Industry · 2006 · 592 citations

Engineering, Industrial Engineering, Automation +11

1–5 of 799

Authors

1.9K

GV
George Vachtsevanos
Georgia Institute of Technology, United States
28 publications · 1.9K citations
20
h-index
KG
Kai Goebel
Ames Research Center, United States
24 publications · 1.7K citations
18
h-index
MP
Michael Pecht
University of Maryland, College Park, United States
24 publications · 2.3K citations
17
h-index
ME
Marcos E. Orchard
University of Chile, Chile
21 publications · 1.8K citations
16
h-index
NZ
Noureddine Zerhouni
Franche-Comté Électronique Mécanique Thermique et Optique - Sciences et Technologies, France
16 publications · 1K citations
15
h-index

1–5 of 1.9K

Institutions

633

1–8 of 633

Venues

IEEE Transactions on Industrial Electronics
30 publications · 3.3K citations
25
h-index
Reliability Engineering & System Safety
28 publications · 2.7K citations
23
h-index
Mechanical Systems and Signal Processing
MSSP · 21 publications · 3.6K citations
19
h-index
IEEE Transactions on Reliability
16 publications · 1.7K citations
15
h-index
IEEE Access
18 publications · 594 citations
15
h-index

1–5