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Sampling Challenging Injection Patterns for the German Power Grid

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This thesis addresses the challenges of modernizing Germany's power grid, quantifying risks posed by renewable energy in terms of grid stability. Stability measures are defined. Variability is quantified by fitting Gaussian Mixture Models (GMM) Principal on the Component Analysis (PCA) which is used for dimensionality reduction. Using MCMC techniques find low-probability patterns linked to blackouts and desynchronization.

renewable en... Renewables Power Grid mcmc Metropolis-H... pca Principal Co... gmm Gaussian Mix... master's thesis

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Created on

January 03, 2025

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