Artificial Intelligence
In mobility and energy systems, we develop AI-based algorithms for data-driven decision-making, estimation, and optimization, integrating them into real-time applications.
- Machine learning & deep learning models
- Data analytics, estimation (SoC/SoH, fault, demand) and anomaly detection
- Control & optimization with reinforcement learning (RL)
- Decision support, classification, and regression systems
- Embedded/Edge AI integration and model optimization
- Testing & validation: simulation and performance metrics
With our AI solutions integrated into real-time systems, we deliver
performance enhancement, secure decision mechanisms, and adaptive optimization.
