The DVI ranking, built from the network's linear response spectrum and the driving signal's power spectrum, identifies the nodes most vulnerable to resonant noisy driving in oscillator networks and power grids.
Linear Response Theory for Renewable Fluctuations in Power Grids with Transmission Losses
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abstract
We study the spreading of renewable power fluctuations through grids with Ohmic losses on the lines. By formulating a network adapted linear response theory, we find that vulnerability patterns are linked to the left Laplacian eigenvectors of the overdamped eigenmodes. We show that for tree-like networks fluctuations are amplified in the opposite direction of the power flow. This novel mechanism explains vulnerability patterns that were observed in previous numerical simulations of renewable micro-grids. While exact mathematical derivations are only possible for tree like networks with homogeneous response, we show that the mechanisms discovered also explain vulnerability patterns in realistic heterogeneous meshed grids by studying the IEEE RTS-1996 test system.
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2019 1verdicts
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Dynamic Vulnerability in Oscillatory Networks and Power Grids
The DVI ranking, built from the network's linear response spectrum and the driving signal's power spectrum, identifies the nodes most vulnerable to resonant noisy driving in oscillator networks and power grids.