Stefan Jonas

According to our database, Stefan Jonas authored at least 6 papers between 2022 and 2025.

Collaborative distances:

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

2025

Fault Diagnosis in New Wind Turbines using Knowledge from Existing Turbines by Generative Domain Adaptation.

Stefan Jonas, Angela Meyer

CoRR, April, 2025

Wind Turbine Condition Monitoring Based on Intra- and Inter-Farm Federated Learning.

Albin Grataloup, Stefan Jonas, Angela Meyer

IEEE Access, 2025

2024

Bias correction of wind power forecasts with SCADA data and continuous learning.

Stefan Jonas, Kevin Winter, Bernhard Brodbeck, Angela Meyer

CoRR, 2024

2023

A review of federated learning in renewable energy applications: Potential, challenges, and future directions.

Albin Grataloup, Stefan Jonas, Angela Meyer

CoRR, 2023

2022

Towards Fleet-wide Sharing of Wind Turbine Condition Information through Privacy-preserving Federated Learning.

Lorin Jenkel, Stefan Jonas, Angela Meyer

CoRR, 2022

Vibration fault detection in wind turbines based on normal behaviour models without feature engineering.

Stefan Jonas, Dimitrios Anagnostos, Bernhard Brodbeck, Angela Meyer

CoRR, 2022