Promotion – State of Health (SoH) von Elektronik
Core
Develop an innovative AI-based State of Health (SoH) concept to predict the remaining useful life of battery systems and enable sustainable decisions for reuse, repair, and recycling.
Role type
PhD Researcher (AI/ML for Battery SoH)
Builds
AI-based SoH prediction models and a product decision matrix for battery lifecycle management
Domain
Automotive/Electronics + AI/ML + Battery Reliability
Deliverable
production ML models
Required skills
Hybrid modeling, Predictive Maintenance, Anomaly detection, Python, PyTorch, Reliability engineering (life cycle, failure mechanisms, testing)
Preferred skills
Data-driven modeling, Analytical thinking, Technical sustainability focus
Technologies
Python, PyTorch, SPI, AOI, AXI
Responsibilities
Develop SoH concept, evaluate concept using hybrid modeling, integrate inspection and field data, apply insights to a focus product
Seniority
PhD Candidate (Research)
