Olga Fink

Dr. Olga Fink

Relation

Lecturer

Contact Data

Tel.: +41 21 693 66 29

ORCID: 0000-0002-9546-1488

Address

Olga Fink
EPFL ENAC IIC IMOS
GC G1 494 (Bâtiment GC)
Station 18
1015 Lausanne
Switzerland

Organisations Lecturer at the Department of Management, Technology, and Economics
http://www.mtec.ethz.ch/
Research Field

Deep Learning and Decision Support Algorithms for Intelligent Fault Detection, Diagnostics and Prognostics of Complex Industrial Assets

Data‐Driven Condition‐Based and Predictive Maintenance

 

Curriculum Vitae (CV)

Olga Fink has been SNSF (Swiss National Science Foundation) professor of intelligent maintenance systems at ETH Zürich since October 2018. Olga is also a research affiliate at the Massachusetts Institute of Technology and an Expert of the Innosuisse, Swiss Innovation Agency, in the field of ICT. Before joining ETH faculty in 2018, she was heading the research group “Smart Maintenance” at the Zurich University of Applied Sciences (ZHAW) between 2014 and 2018. Olga received her Ph.D. degree from ETH Zurich with the thesis on “Failure and Degradation Prediction by Artificial Neural Networks: Applications to Railway Systems”, and Diploma degree in industrial engineering from Hamburg University of Technology. She has gained valuable industrial experience as reliability engineer for railway rolling stock with Stadler Bussnang AG and as reliability and maintenance expert for railway systems with Pöyry Switzerland Ltd. Olga has received several research grants, including the highly competitive Professorship Grant of the Swiss National Science Foundation.

Honours
Additional Information

Publications

A current list of publications can be found on my Google Scholar profile. 

Course Catalogue
365-1174-00L Machine Learning for Industrial Applications
Publications inResearch Collection – Publication platform of ETH Zurich
ETH Library Search Portal (advanced search for name)