Ensemble-Based Uncertainty Quantification for Smart Grid Co-simulation
- Cite this paper as:
- Steinbrink C., Lehnhoff S., Klingenberg T. (2016) Ensemble-Based Uncertainty Quantification for Smart Grid Co-simulation. In: Remke A., Haverkort B.R. (eds) Measurement, Modelling and Evaluation of Dependable Computer and Communication Systems. MMB&DFT 2016. Lecture Notes in Computer Science, vol 9629. Springer, Cham
Coupling of independent models in the form of a co-simulation is a rather new approach for design and analysis of Smart Grids. However, uncertainty of model parameters and outputs decreases the significance of simulation results. Therefore, this paper presents an ensemble-based uncertainty quantification system as an extension to the already existing co-simulation framework mosaik.