Analyzing Cascading Failures in Power Grids under the AC and DC Power Flow Models
Hale Çetinay (TU Delft - Network Architectures and Services)
Saleh Soltan (Princeton University)
FA Kuipers (TU Delft - Embedded Systems)
Gil Zussman (Columbia University)
P. Van Mieghem (TU Delft - Network Architectures and Services)
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Abstract
In this paper, we study cascading failures in power grids under the nonlinear AC and linearized DC power flow models. We numerically compare the evolution of cascades after single line failures under the two flow models in four test networks. The cascade simulations demonstrate that the assumptions underlying the DC model (e.g., ignoring power losses, reactive power flows, and voltage magnitude variations) can lead to inaccurate and overly optimistic cascade predictions. Particularly, in large networks the DC model tends to overestimate the yield (the ratio of the demand supplied at the end of the cascade to the initial demand). Hence, using the DC model for cascade prediction may result in a misrepresentation of the gravity of a cascade.