Data-driven Maintenance

Data-Driven Maintenance is a maintenance strategy that belongs to the class of condition-based maintenance approaches, distinguished by its reliance on empirical data and analytical techniques to autonomously inform maintenance decisions without requiring explicit physical models of system degradation.

302

Publications

16.7K

Citations

966

Authors

385

Institutions

Publications per year

2017–2026

197

Parents

Condition-based Maintenance

Publications

302

Data-driven predictive maintenance planning framework for MEP components based on BIM and IoT using machine learning algorithms

Jack C.P. Cheng, Weiwei Chen, Keyu Chen et al. · Automation in Construction · 2020 · 498 citations

Engineering, Construction Management, Industrial Engineering +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

Validation of the Crystallography Open Database using the Crystallographic Information Framework

Antanas Vaitkus, Andrius Merkys, S. Gražulis · Journal of Applied Crystallography · 2021 · 362 citations · Full text

Computing, Computer Science, Data Management +16

Big data and stream processing platforms for Industry 4.0 requirements mapping for a predictive maintenance use case

Radhya Sahal, John G. Breslin, Muhammad Intizar Ali · Journal of Manufacturing Systems · 2019 · 346 citations

Computing, Industrial Engineering, Systems Engineering +17

1–5 of 302

Authors

966

AS
Anders Skoogh
Chalmers University of Technology, Sweden
6 publications · 571 citations
6
h-index
DG
Diego Galar
Luleå University of Technology, Sweden
5 publications · 237 citations
5
h-index
FA
Fazel Ansari
TU Wien, Austria
5 publications · 352 citations
5
h-index
WS
Wilfried Sihn
Fraunhofer Austria, Austria
4 publications · 144 citations
4
h-index
JB
Jon Bokrantz
Chalmers University of Technology, Sweden
4 publications · 480 citations
4
h-index

1–5 of 966

Institutions

385

1–8 of 385

Venues

Reliability Engineering & System Safety
16 publications · 1.1K citations
14
h-index
Journal of Quality in Maintenance Engineering
JQME · 11 publications · 545 citations
11
h-index
Procedia CIRP
9 publications · 296 citations
9
h-index
Procedia Manufacturing
7 publications · 205 citations
7
h-index
Computers & Industrial Engineering
7 publications · 601 citations
7
h-index

1–5