TY - JOUR
T1 - Cascade failure analysis of power grid using new load distribution law and node removal rule
AU - Ren, Hai-Peng
AU - Song, Jihong
AU - Yang, Rong
AU - Baptista, Murilo Da Silva
AU - Grebogi, Celso
N1 - The work is supported in part by NSFC (Grant no. 61172070), IRT of Shaanxi Province (2013KCT-04), EPSRC (Grant no.Ep/1032606/1).
PY - 2016/1/15
Y1 - 2016/1/15
N2 - The power grid is a directional complex network of generators, substations, and consumers. We propose a new load distribution law to emulate the power grid. We assume that the power flow is transferred through all the paths connecting generators and consumers according to their efficiency. The initial generation of generators and the initial loads of substations are calculated according to the path efficiency and the load of the consumers. If a node fails, it is removed from the power grid, and all paths passing through it will fail to transfer power. In that case, the loads of the corresponding consumers are redistributed within the whole network. During the failure cascading and propagation procedure, our node removal rule is to remove the first overload node along the opposite direction of power flow, then the network distributes load and goes on the cascade procedure. Our new removal rule for nodes does suppress the large scale cascading failures. This work would be very helpful for designing the protective relay system and the tolerant parameters of the grid.
AB - The power grid is a directional complex network of generators, substations, and consumers. We propose a new load distribution law to emulate the power grid. We assume that the power flow is transferred through all the paths connecting generators and consumers according to their efficiency. The initial generation of generators and the initial loads of substations are calculated according to the path efficiency and the load of the consumers. If a node fails, it is removed from the power grid, and all paths passing through it will fail to transfer power. In that case, the loads of the corresponding consumers are redistributed within the whole network. During the failure cascading and propagation procedure, our node removal rule is to remove the first overload node along the opposite direction of power flow, then the network distributes load and goes on the cascade procedure. Our new removal rule for nodes does suppress the large scale cascading failures. This work would be very helpful for designing the protective relay system and the tolerant parameters of the grid.
KW - cascade failure
KW - load distribution law
KW - node removal rule
KW - node capacity
U2 - 10.1016/j.physa.2015.08.039
DO - 10.1016/j.physa.2015.08.039
M3 - Article
VL - 442
SP - 239
EP - 251
JO - Physica. A, Statistical Mechanics and its Applications
JF - Physica. A, Statistical Mechanics and its Applications
SN - 0378-4371
ER -