Stefan Faulstich

According to our database, Stefan Faulstich authored at least 6 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Enabling Predictive Maintenance in District Heating Substations: A Labelled Dataset and Fault Detection Evaluation Framework based on Service Data.

Cyriana M. A. Roelofs, Edison Guevara Bastidas, Thomas Hugo, Stefan Faulstich, Anna Cadenbach

CoRR, November, 2025

2024

CARE to Compare: A Real-World Benchmark Dataset for Early Fault Detection in Wind Turbine Data.

Christian Gück, Cyriana M. A. Roelofs, Stefan Faulstich

Data, 2024

CARE to Compare: A real-world dataset for anomaly detection in wind turbine data.

Christian Gück, Cyriana M. A. Roelofs, Stefan Faulstich

CoRR, 2024

Transfer learning applications for anomaly detection in wind turbines.

Cyriana M. A. Roelofs, Christian Gück, Stefan Faulstich

CoRR, 2024

2023

Implementation and Comparison of Methods to Extract Reliability KPIs out of Textual Wind Turbine Maintenance Work Orders.

Marc-Alexander Lutz, Bastian Schäfermeier, Rachael Sexton, Michael Sharp, Alden Dima, Stefan Faulstich, Jagan Mohini Aluri

CoRR, 2023

2021

Digitalisierungsworkflow zur Strukturierung und Standardisierung von Instandhaltungsinformationen von Windenergieanlagen.

Marc-Alexander Lutz, Katharina Beckh, Jörg Kindermann, Juliane Schneider, Julia Walgern, Sebastian Pfaffel, Stefan Faulstich, Alisa Staack

Proceedings of the 51. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2021 - Computer Science & Sustainability, Berlin, Germany, 27. September, 2021