A Review of Reliability, Vulnerability and Resilience Analysis of Smart Grid Based on Complex Network

Gong, Linglin; Zhang, Yizhuo; Yang, Minghao; Li, Yujia; Liu, Fang; Yao, Qi

doi:10.1109/qrs-c55045.2021.00026

Cited by 2 publications

(1 citation statement)

References 61 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…The power systems [66][67][68][69][70][71] are also networks with small-world properties [31]. From the point of view of the system containing networks of different voltage levels, the power supply and distribution networks of middle and low voltage levels in cities are closely connected, while the transmission networks of high voltage levels are sparse.…”

Section: Power Networkmentioning

confidence: 99%

A Survey on the Network Models applied in the Industrial Network Optimization

Chen¹,

Xiong²,

Xue³

et al. 2022

Preprint

View full text Add to dashboard Cite

Network architecture design is very important for the optimization of industrial networks. The type of network architecture can be divided into small-scale network and large-scale network according to its scale. Graph theory is an efficient mathematical tool for network topology modeling. For small-scale networks, its structure often has regular topology. For large-scale networks, the existing research mainly focuses on the random characteristics of network nodes and edges. Recently, popular models include random networks, small-world networks and scale-free networks. Starting from the scale of network, this survey summarizes and analyzes the network modeling methods based on graph theory and the practical application in industrial scenarios. Furthermore, this survey proposes a novel network performance metric -system entropy. From the perspective of mathematical properties, the analysis of its non-negativity, monotonicity and concave-convexity is given. The advantage of system entropy is that it can cover the existing regular network, random network, small-world network and scale-free network, and has strong generality. The simulation results show that this metric can realize the comparison of various industrial networks under different models.

show abstract