Modeling of Cascading Failures
Kai Sun, Yunhe Hou, Wei Sun, Junjian Qi
Abstract
Kai Sun, Yunhe Hou, Wei Sun, Junjian Qi
Abstract
This chapter introduces typical models for the simulation of cascading failures. These models are divided into two main classes: general cascading failure models and power system cascading failure models. The Bak-Tang-Wiesenfeld (BTW) sandpile model is a prototypical theoretical model that exhibits avalanche behavior. The Motter-Lai model is proposed to study cascading failures on networks. The binary influence model presents an explanation about the large-scale cascading failures triggered by trivial initial perturbations. The hidden failure model focuses on the hidden failure of the protection systems in power grids. The OPA model simulates the patterns of cascading blackouts of a power system under the complex dynamics of a growing demand and the engineering responses to failure. Most existing cascading failure models only perform quasi-steady-state simulations based on DC or AC power flow or optimal power flow, ignoring the dynamics of the system.
OpenAlex reports 1 citations for this work. Citation counts describe recorded attention and do not establish research quality.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
This chapter introduces typical models for the simulation of cascading failures. These models are divided into two main classes: general cascading failure models and power system cascading failure models. The Bak-Tang-Wiesenfeld (BTW) sandpile model is a prototypical theoretical model that exhibits avalanche behavior. The Motter-Lai model is proposed to study cascading failures on networks. The binary influence model presents an explanation about the large-scale cascading failures triggered by trivial initial perturbations. The hidden failure model focuses on the hidden failure of the protection systems in power grids. The OPA model simulates the patterns of cascading blackouts of a power system under the complex dynamics of a growing demand and the engineering responses to failure. Most existing cascading failure models only perform quasi-steady-state simulations based on DC or AC power flow or optimal power flow, ignoring the dynamics of the system.
Key concepts: Cascading failure, Abelian sandpile model, Electric power system, Computer science, Power-system protection, Reliability engineering, Power (physics), Engineering