Prognostics

Prognostics is a formal methodology within diagnostic and health monitoring systems that estimates the future degradation state of a component or system by analyzing current and historical condition data to predict the remaining useful life or time-to-failure.

1.6K

Publications

111K

Citations

Authors

1.2K

Institutions

Publications per year

2017–2026

714

Parents

Actuator DiagnosticsActuator ReliabilityCondition-based MaintenanceElectric Vehicle DiagnosticsElectronic Control UnitsEngine DiagnosticsHealth Monitoring SystemsHybrid System DiagnosticsHybrid Vehicle DiagnosticsMaintenance Diagnostics

Publications

1.6K

The APACHE III Prognostic System

Marilyn Bergner, P. G. Bastos, Carl Sirio et al. · CHEST Journal · 1991 · 3.5K citations

Public Health, Biostatistics, Survival Analysis +5

A Hybrid Prognostics Approach for Estimating Remaining Useful Life of Rolling Element Bearings

Biao Wang, Yaguo Lei, Naipeng Li et al. · IEEE Transactions on Reliability · 2018 · 1.8K citations

Engineering, Data Science, Machine Learning +16

Remaining useful life estimation in prognostics using deep convolution neural networks

Xiang Li, Qian Ding, Jian‐Qiao Sun · Reliability Engineering & System Safety · 2017 · 1.7K citations

Computing, Health Informatics, Forecasting +8

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

Prognosis and prognostic research: validating a prognostic model

Doug Altman, Yvonne Vergouwe, Patrick Royston et al. · BMJ · 2009 · 1.5K citations

Public Health, Biostatistics, Clinical Sciences +12

1–5 of 1.6K

Authors

KG
Kai Goebel
Ames Research Center, United States
81 publications · 6.7K citations
39
h-index
MP
Michael Pecht
University of Maryland, College Park, United States
59 publications · 4.4K citations
36
h-index
NZ
Noureddine Zerhouni
Franche-Comté Électronique Mécanique Thermique et Optique - Sciences et Technologies, France
52 publications · 4.5K citations
33
h-index
RG
Rafael Gouriveau
Franche-Comté Électronique Mécanique Thermique et Optique - Sciences et Technologies, France
29 publications · 2.6K citations
24
h-index
EZ
Enrico Zio
Politecnico di Milano, Italy
25 publications · 2.2K citations
22
h-index

1–5 of 4K

Institutions

1.2K

1–8 of 1.2K

Venues

Reliability Engineering & System Safety
73 publications · 8.7K citations
43
h-index
IEEE Transactions on Reliability
42 publications · 6.1K citations
35
h-index
IEEE Transactions on Industrial Electronics
35 publications · 4.6K citations
31
h-index
Mechanical Systems and Signal Processing
MSSP · 40 publications · 6.7K citations
31
h-index
Annual Conference of the PHM Society
Conference · 49 publications · 1.3K citations
21
h-index

1–5