Ensemble-Based Uncertainty Quantification for Smart Grid Co-simulation

  • Cornelius Steinbrink
  • Sebastian Lehnhoff
  • Thole Klingenberg
Conference paper

DOI: 10.1007/978-3-319-31559-1_16

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9629)
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

Abstract

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.

Keywords

Smart Grid Co-simulation Uncertainty quantification Mosaik 

Copyright information

© Springer International Publishing Switzerland 2016

Authors and Affiliations

  • Cornelius Steinbrink
    • 1
  • Sebastian Lehnhoff
    • 1
  • Thole Klingenberg
    • 1
  1. 1.OFFIS – Institute for Information TechnologyOldenburgGermany

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