An autonomous Real-Time Decision Tree framework for monitoring and diagnostics on wind turbines

Project Information

WINDMIL RT-DT

Grant agreement ID: 825833

DOI

10.3030/825833

Project closed

EC signature date 9 August 2018

Start date 1 November 2018

End date 31 July 2020

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost

€ 148 890,00

EU contribution

€ 148 890,00

Coordinated by

EIDGENOESSISCHE TECHNISCHE HOCHSCHULE ZUERICH
Switzerland

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Peer reviewed articles (2)

A Novel Approach for 3D-Structural Identification through Video Recording: Magnified Tracking

Author(s): Yunus Harmanci, Utku Gülan, Markus Holzner, Eleni Chatzi
Published in: Sensors, Issue 19/5, 2019, Page(s) 1229, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s19051229

Unsupervised local cluster-weighted bootstrap aggregating the output from multiple stochastic simulators

Author(s): Imad Abdallah, Konstantinos Tatsis, Eleni Chatzi
Published in: Reliability Engineering & System Safety, Issue 199, 2020, Page(s) 106876, ISSN 0951-8320
Publisher: Elsevier BV
DOI: 10.1016/j.ress.2020.106876

Other (2)

Probabilistic fault diagnostics using ensemble time-varying decision trees learning

Author(s): Imad Abdallah, Vasilis Dertimanis, Eleni Chatzi
Published in: EMI 2019 - Engineering Mechanics Institute Conference, 2019
Publisher: ETH Zurich
DOI: 10.13140/rg.2.2.13226.36805

WINDMIL-RTDT ERC Proof of Concept

Author(s): I. Abdallah, H. Qu, H. Mylonas, and E. Chatzi
Published in: 2020
Publisher: ETH Zurich
DOI: 10.3929/ethz-b-000437457