TY - CONF
T1 - On Bus Type Assignments in Random Topology Power Grid Models
T2 - 48th Hawaii International Conference on System Sciences (HICSS)
Y1 - 2015/01//
A1 - Zhifang Wang
A1 - Robert J. Thomas
KW - CERTS
KW - reliability and markets
KW - RM14-003
AB - In order to demonstrate and test new concepts and methods for the future grids, power engineers and researchers need appropriate randomly generated grid network topologies for Monte Carlo experiments. If the random networks are truly representative and if the concepts or methods test well in this environment they would test well on any instance of such a network as the IEEE model systems or other existing grid models. Our previous work [1] proposed a random topology power grid model, called RT-nested-small world, based on the findings from a comprehensive study of the topology and electrical properties of a number of realistic grids. The proposed model can be utilized to generate a large number of power grid test cases with scalable network size featuring the same small-world topology and electrical characteristics found from realistic power grids. On the other hand, we know that dynamics of a grid not only depend on its electrical topology but also on the generation and load settings, and the latter closely relates with an accurate bus type assignment of the grid. Generally speaking, the buses in a power grid test case can be divided into three categories: the generation buses (G), the load buses (L), and the connection buses (C). In [1] our proposed model simply adopts random assignment of bus types in a resulting grid topology, according to the three bus types' ratios. In this paper we examined the correlation between the three bus types of G/L/C and some network topology metrics such as node degree distribution and clustering coefficient. We also investigated the impacts of different bus type assignments on the grid vulnerability to cascading failures using IEEE 300 bus system as an example. We found that (a) the node degree distribution and clustering characteristic are different for different type of buses (G/L/C) in a realistic grid, (b) the changes in bus type assignment in a grid may cause big differences in system dynamics, and (c) the random assignment - f bus types in a random topology power grid model should be improved by using a more accurate assignment which is consistent with that of realistic grids.
JF - 48th Hawaii International Conference on System Sciences (HICSS)
PB - IEEE
CY - Kauai, HI
UR - http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7070137&refinements%3D4255068112%26filter%3DAND%28p_IS_Number%3A7069647%29
DO - 10.1109/HICSS.2015.322
ER -