Dr. Olga Fink
Dr. Olga Fink
Lecturer at the Department of Management, Technology, and Economics
EPFL ENAC IIC IMOS
GC G1 494 (Bâtiment GC)
Station 18
1015 LausanneSwitzerland
Additional information
Research area
Deep Learning and Decision Support Algorithms for Intelligent Fault Detection, Diagnostics and Prognostics of Complex Industrial Assets
Data‐Driven Condition‐Based and Predictive Maintenance
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
| Year | Distinction |
|---|---|
| 2019 | World Economic Forum Young Scientist |
| 2018 | Top 100 Women in Business |
Additional information
Publications
A current list of publications can be found on my Google Scholar profile.
Course Catalogue
Spring Semester 2025
| Number | Unit |
|---|---|
| 365-1174-00L | Machine Learning for Industrial Applications |