Maintenance Prognostics

Maintenance Prognostics is a systematic methodology within maintenance management that entails the prediction of future asset degradation states and the estimation of remaining useful life by analyzing condition monitoring data and failure evolution processes.

422

Publications

23.2K

Citations

1.3K

Authors

494

Institutions

Publications per year

2017–2026

197

Parents

Maintenance Management

Publications

422

Using Deep Learning-Based Approach to Predict Remaining Useful Life of Rotating Components

Jason Deutsch, David He · IEEE Transactions on Systems Man and Cybernetics Systems · 2017 · 472 citations · Full text

Computing, Computer Science, Big Data Analytics +16

On Predictive Maintenance in Industry 4.0: Overview, Models, and Challenges

Mounia Achouch, Mariya Dimitrova, Khaled Ziane et al. · Applied Sciences · 2022 · 466 citations · Full text

Engineering, Industrial Engineering, Manufacturing Engineering +15

Intelligent Predictive Decision Support System for Condition-Based Maintenance

Richard C.M. Yam, Peter W. Tse, P.Y.L. Tu · The International Journal of Advanced Manufacturing Technology · 2001 · 438 citations

Engineering, Industrial Engineering, Systems Engineering +14

An artificial neural network method for remaining useful life prediction of equipment subject to condition monitoring

Zhigang Tian · Journal of Intelligent Manufacturing · 2009 · 369 citations

Engineering, Computer Science, 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

1–5 of 422

Authors

1.3K

ÉL
Éric Levrat
Centre de Recherche en Automatique de Nancy, France
7 publications · 435 citations
7
h-index
BI
Benoît Iung
Centre de Recherche en Automatique de Nancy, France
7 publications · 224 citations
7
h-index
CB
Christophe Bérenguer
Centre National de la Recherche Scientifique, France
7 publications · 301 citations
7
h-index
ZT
Zhigang Tian
University of Alberta, Canada
6 publications · 751 citations
6
h-index
JL
Jay Lee
University of Cincinnati, United States
6 publications · 453 citations
6
h-index

1–5 of 1.3K

Institutions

494

1–8 of 494

Venues

Reliability Engineering & System Safety
39 publications · 3.5K citations
31
h-index
IEEE Transactions on Reliability
13 publications · 631 citations
13
h-index
Computers & Industrial Engineering
12 publications · 1K citations
12
h-index
IEEE Access
11 publications · 326 citations
11
h-index
European Journal of Operational Research
9 publications · 1.1K citations
9
h-index

1–5