Master Thesis - Fault Detection in Heat Pumps Using Transfer Learning on Time-Series Encodings
KI-Beschreibung
In this role, you will focus on developing a transfer-learning approach to convert heat pump time-series data into images, enabling accurate fault detection through the fine-tuning of pre-trained vision models.
Anforderungen
- •Experience with machine learning and deep learning methods
- •Proficient programming skills in Python
- •Strong understanding of mathematical modeling and simulation of dynamical systems