Research Focus

Significant savings potential of the electro-thermal network with variable flow temperatures.
Predictive control of optimal storage and operation of power-to-heat components
Digital twin from data-based models
Consideration of uncertainties in consumption and generation as well as coupling with the gas grid

Detection of anomalies and cyber attacks
- Passive observation of network traffic
- Observation of different levels: Process data, communication relationships, device "fingerprints"
- Adaptive learning and explainability of anomalies
Realistic attack simulation, acquisition of actual attacks
- Attacks are not feasible in real plants
- Simulation of attacks and provision of a honeypot to catch various real attacker behaviors
Automatic network or plant exploration, security tests

Observation of transient behavior in power systems
Estimation of states and critical stability parameters of synchronous generators
Targeted response to transient events possible
Validation with real data from 50 Hertz transmission

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